~ · home · developer-tools-infra ai-data-platform · 100

AI Data Platform

Query this niche via MCPmarket_report({ query: "AI Data Platform", response_mode: "summary" })
active marketmarket pulse 50/100commercial money present0 new builders in 30d100 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$55/mo
$25–$500 middle half · 9 providers · median of every priced plan point, all tiers
MCP servers · median
$59/mo
$29–$199 middle half · 14 providers · median of every priced plan point, all tiers

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $55
Taskade Outlier Detection · $0
chartpixel · $18
Lium Ai · $19
zenml · $39
Mahogany Chat · $54
Taskade Outlier Detection · $55
Upsolve Ai · $500
Taskade Outlier Detection · $25
datalayer · $32
mitzu · $449
zenml · $999
Upsolve Ai · $2,000
Taskade Outlier Detection · $250
basedash · $1,000
MCP servers $59
pastesheet · $9
livedatalink · $10
instadash · $19
Data Connector · $28
tinybird · $49
claribi · $59
Metabase Mcp Server · $100
myriade · $559
pastesheet · $19
socialapis · $27
Semanticops Mcp · $29
livedatalink · $49
data · $56
Data Connector · $57
instadash · $79
Directus Mcp · $99
claribi · $199
Metabase Mcp Server · $575
oleander · $1,050
pastesheet · $49
Data Connector · $113
socialapis · $179
calculators · $200
Directus Mcp · $599
myriade · $901
$5
$10
$25
$50
$100
$250
$500
$1,000
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of AI Data Platform (latest observation 2026-10-16T03:43:44.171Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "ai-data-platform",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "ai-data-platform",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 32.54,
      "p25": 13.75,
      "p75": 159.25,
      "providers": 28
    },
    "by_provider_type": {
      "agent": {
        "median": 29,
        "p25": 17,
        "p75": 94,
        "providers": 11,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": 49,
        "p25": 10,
        "p75": 190,
        "providers": 17,
        "publishable": true,
        "confidence": "normal"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 35,
  "adjacent_niches": [
    "ai-frontend-coding",
    "mcp-platform-provider",
    "incident-response-sre",
    "legacy-code-modernization",
    "infrastructure-provisioning-iac",
    "database-query-agent"
  ],
  "market_pulse": {
    "pulse": 50,
    "drivers": [
      "enterprise money present",
      "1 new builder in 30d"
    ],
    "price_move_30d_pct": 3.6,
    "money_share": 0.574468085106383,
    "entry_rate": 0.00909090909090909,
    "alive_share": 0.9557522123893806
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 28,
    "quarantined_agents": 2,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463,
        99.463
      ],
      "pro": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605,
        100.605
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201,
        100.201
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 11,
      "pro": 18,
      "team_sme": 11,
      "enterprise": 3
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 105,
    "observed": 47,
    "byPersona": {
      "free": {
        "n": 50,
        "nPriced": 1,
        "reliability": "none",
        "median": 100,
        "p25": 100,
        "p75": 100,
        "min": 100,
        "max": 100,
        "mean": 100,
        "stdev": 0,
        "usageShare": 0.34
      },
      "individual": {
        "n": 38,
        "nPriced": 37,
        "reliability": "high",
        "median": 5,
        "p25": 1,
        "p75": 12,
        "min": 0.01,
        "max": 100,
        "mean": 13.15,
        "stdev": 23.66,
        "usageShare": 0.55
      },
      "pro": {
        "n": 25,
        "nPriced": 23,
        "reliability": "high",
        "median": 49,
        "p25": 29.04,
        "p75": 99.5,
        "min": 0.02,
        "max": 1800,
        "mean": 180.18,
        "stdev": 384.53,
        "usageShare": 0.08
      },
      "team_sme": {
        "n": 24,
        "nPriced": 22,
        "reliability": "high",
        "median": 99.5,
        "p25": 41.5,
        "p75": 199.75,
        "min": 0.01,
        "max": 2000,
        "mean": 283.15,
        "stdev": 464.31,
        "usageShare": 0.17
      },
      "enterprise": {
        "n": 31,
        "nPriced": 5,
        "reliability": "medium",
        "median": 500,
        "p25": 250,
        "p75": 999,
        "min": 20,
        "max": 1000,
        "mean": 553.8,
        "stdev": 440.86,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.34,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 16,
        "p25": 8.25,
        "median": 17,
        "p75": 28.95,
        "confidence": "high",
        "usageShare": 0.55,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 21,
        "p25": 36,
        "median": 49,
        "p75": 100,
        "confidence": "high",
        "usageShare": 0.08,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 18,
        "p25": 49,
        "median": 124,
        "p75": 199.75,
        "confidence": "high",
        "usageShare": 0.17,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 5,
        "p25": 250,
        "median": 500,
        "p75": 999,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 23.74,
          "provider_count": 10,
          "plan_observation_count": 12,
          "data_confidence": 0.79,
          "data_confidence_basis": {
            "provider_component": 0.83,
            "observation_component": 0.6,
            "provider_count": 10,
            "plan_observation_count": 12
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "pastesheet",
              "usd": 9
            },
            {
              "provider": "livedatalink",
              "usd": 10
            },
            {
              "provider": "chartpixel",
              "usd": 17.77
            },
            {
              "provider": "instadash",
              "usd": 19
            },
            {
              "provider": "lium_ai",
              "usd": 19
            },
            {
              "provider": "data_connector",
              "usd": 28.49
            },
            {
              "provider": "tinybird",
              "usd": 49
            },
            {
              "provider": "claribi",
              "usd": 59
            },
            {
              "provider": "metabase_mcp_server",
              "usd": 100
            },
            {
              "provider": "myriade",
              "usd": 558.6
            }
          ],
          "p25": 18.08,
          "p75": 56.5
        },
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "per_user",
          "median": 7,
          "provider_count": 2,
          "plan_observation_count": 3,
          "data_confidence": 0.16,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.15,
            "provider_count": 2,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "kyomi_mcp",
              "usd": 5
            },
            {
              "provider": "metabase_mcp_server",
              "usd": 9
            }
          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 55.43,
          "provider_count": 14,
          "plan_observation_count": 18,
          "data_confidence": 0.98,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 0.9,
            "provider_count": 14,
            "plan_observation_count": 18
          },
          "reliability": "high",
          "members": [
            {
              "provider": "pastesheet",
              "usd": 19
            },
            {
              "provider": "socialapis",
              "usd": 26.99
            },
            {
              "provider": "semanticops_mcp",
              "usd": 29.08
            },
            {
              "provider": "zenml",
              "usd": 39
            },
            {
              "provider": "livedatalink",
              "usd": 49
            },
            {
              "provider": "mahogany_chat",
              "usd": 54
            },
            {
              "provider": "taskade_outlier_detection",
              "usd": 55
            },
            {
              "provider": "data",
              "usd": 55.86
            },
            {
              "provider": "data_connector",
              "usd": 56.99
            },
            {
              "provider": "instadash",
              "usd": 79
            },
            {
              "provider": "claribi",
              "usd": 199
            },
            {
              "provider": "upsolve_ai",
              "usd": 500
            },
            {
              "provider": "metabase_mcp_server",
              "usd": 575
            },
            {
              "provider": "oleander",
              "usd": 1050
            }
          ],
          "p25": 41.5,
          "p75": 169
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 200,
          "provider_count": 11,
          "plan_observation_count": 15,
          "data_confidence": 0.88,
          "data_confidence_basis": {
            "provider_component": 0.92,
            "observation_component": 0.75,
            "provider_count": 11,
            "plan_observation_count": 15
          },
          "reliability": "medium",
          "members": [
            {
              "provider": "taskade_outlier_detection",
              "usd": 25
            },
            {
              "provider": "datalayer",
              "usd": 32
            },
            {
              "provider": "pastesheet",
              "usd": 49
            },
            {
              "provider": "data_connector",
              "usd": 112.86
            },
            {
              "provider": "socialapis",
              "usd": 179
            },
            {
              "provider": "calculators",
              "usd": 200
            },
            {
              "provider": "mitzu",
              "usd": 449
            },
            {
              "provider": "directus_mcp",
              "usd": 599
            },
            {
              "provider": "myriade",
              "usd": 900.6
            },
            {
              "provider": "zenml",
              "usd": 999
            },
            {
              "provider": "upsolve_ai",
              "usd": 2000
            }
          ],
          "p25": 80.93,
          "p75": 749.8
        },
        {
          "tier": "enterprise",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 999,
          "provider_count": 3,
          "plan_observation_count": 3,
          "data_confidence": 0.23,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.15,
            "provider_count": 3,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "taskade_outlier_detection",
              "usd": 250
            },
            {
              "provider": "claribi",
              "usd": 999
            },
            {
              "provider": "basedash",
              "usd": 1000
            }
          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 28,
        "usage_not_monthly": 27,
        "one_time": 4,
        "unrankable_or_unparseable": 4
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 48,
            "offers": [
              {
                "provider": "basedash",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,000/mo",
                "monthly_usd": 1000
              },
              {
                "provider": "calculators",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200 / month",
                "monthly_usd": 200
              },
              {
                "provider": "chartpixel",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€7.19 per month billed annually",
                "monthly_usd": 8.2
              },
              {
                "provider": "chartpixel",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€23.99 per month billed annually",
                "monthly_usd": 27.35
              },
              {
                "provider": "claribi",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 per month",
                "monthly_usd": 19
              },
              {
                "provider": "claribi",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 per month",
                "monthly_usd": 99
              },
              {
                "provider": "claribi",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199 per month",
                "monthly_usd": 199
              },
              {
                "provider": "claribi",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$999 per month",
                "monthly_usd": 999
              },
              {
                "provider": "data",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "49 EUR a month",
                "monthly_usd": 55.86
              },
              {
                "provider": "data_connector",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€24.99 / month",
                "monthly_usd": 28.49
              },
              {
                "provider": "data_connector",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€37.49 / month",
                "monthly_usd": 42.74
              },
              {
                "provider": "data_connector",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€49.99 / month",
                "monthly_usd": 56.99
              },
              {
                "provider": "data_connector",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€99/mo",
                "monthly_usd": 112.86
              },
              {
                "provider": "data_connector",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€199/mo",
                "monthly_usd": 226.86
              },
              {
                "provider": "datalayer",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / month",
                "monthly_usd": 49
              },
              {
                "provider": "datalayer",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$15 / month",
                "monthly_usd": 15
              },
              {
                "provider": "directus_mcp",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$599/mo",
                "monthly_usd": 599
              },
              {
                "provider": "instadash",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /mo",
                "monthly_usd": 19
              },
              {
                "provider": "instadash",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79 /mo",
                "monthly_usd": 79
              },
              {
                "provider": "lium_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / Month",
                "monthly_usd": 19
              },
              {
                "provider": "livedatalink",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "livedatalink",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "mahogany_chat",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "mahogany_chat",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/mo",
                "monthly_usd": 79
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 / month",
                "monthly_usd": 100
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$575 / month",
                "monthly_usd": 575
              },
              {
                "provider": "mitzu",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 / month",
                "monthly_usd": 149
              },
              {
                "provider": "mitzu",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$749 / month",
                "monthly_usd": 749
              },
              {
                "provider": "myriade",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€490 /mo billed annually",
                "monthly_usd": 558.6
              },
              {
                "provider": "myriade",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€790 /mo billed annually",
                "monthly_usd": 900.6
              },
              {
                "provider": "oleander",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$300 / month",
                "monthly_usd": 300
              },
              {
                "provider": "oleander",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,800 / month",
                "monthly_usd": 1800
              },
              {
                "provider": "pastesheet",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9 /mo",
                "monthly_usd": 9
              },
              {
                "provider": "pastesheet",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /mo",
                "monthly_usd": 19
              },
              {
                "provider": "pastesheet",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "semanticops_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$349/year",
                "monthly_usd": 29.08
              },
              {
                "provider": "socialapis",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4.99/ mo",
                "monthly_usd": 4.99
              },
              {
                "provider": "socialapis",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49.00/ mo",
                "monthly_usd": 49
              },
              {
                "provider": "socialapis",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$179.00/ mo",
                "monthly_usd": 179
              },
              {
                "provider": "taskade_outlier_detection",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10 /mo",
                "monthly_usd": 10
              },
              {
                "provider": "taskade_outlier_detection",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$25 /mo",
                "monthly_usd": 25
              },
              {
                "provider": "taskade_outlier_detection",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 /mo",
                "monthly_usd": 100
              },
              {
                "provider": "taskade_outlier_detection",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$250 /mo",
                "monthly_usd": 250
              },
              {
                "provider": "tinybird",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/month",
                "monthly_usd": 49
              },
              {
                "provider": "upsolve_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500/mo",
                "monthly_usd": 500
              },
              {
                "provider": "upsolve_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,000/mo",
                "monthly_usd": 2000
              },
              {
                "provider": "zenml",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/month",
                "monthly_usd": 39
              },
              {
                "provider": "zenml",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$999/month",
                "monthly_usd": 999
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_seat",
            "count": 2,
            "offers": [
              {
                "provider": "hex",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$36 per Editor / month",
                "monthly_usd": 36
              },
              {
                "provider": "hex",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "per_seat",
                "price": "$75 per Editor / month",
                "monthly_usd": 75
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 5,
            "offers": [
              {
                "provider": "agenticbi",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$99/user/mo",
                "monthly_usd": 99
              },
              {
                "provider": "huggingface",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$20/user/month",
                "monthly_usd": 20
              },
              {
                "provider": "kyomi_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$5 / user / month",
                "monthly_usd": 5
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$6 per user / month",
                "monthly_usd": 6
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$12 per user / month",
                "monthly_usd": 12
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 4,
            "offers": [
              {
                "provider": "calculators",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$25",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$29",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$99",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 22,
            "offers": [
              {
                "provider": "agent_analytics",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1 / 10k events",
                "monthly_usd": null
              },
              {
                "provider": "agenticbi",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10",
                "monthly_usd": null
              },
              {
                "provider": "calculators",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$5 \u001a 1,000 credits",
                "monthly_usd": null
              },
              {
                "provider": "directus_mcp",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$100/25-PACK",
                "monthly_usd": null
              },
              {
                "provider": "globalrules",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "Per-call via x402 USDC on Base",
                "monthly_usd": null
              },
              {
                "provider": "kyomi_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$10 per additional 1M events",
                "monthly_usd": null
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$3.75 per 1m tokens",
                "monthly_usd": null
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2 for 1M rows",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "2 credits",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "8 credits",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "10 credits",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 credit",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "3 credits",
                "monthly_usd": null
              },
              {
                "provider": "misata_misata",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1 per 10,000 rows",
                "monthly_usd": null
              },
              {
                "provider": "nasaiotd",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.01 USDC/query",
                "monthly_usd": null
              },
              {
                "provider": "oleander",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.0068",
                "monthly_usd": null
              },
              {
                "provider": "oleander",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "posthog",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005/recording",
                "monthly_usd": null
              },
              {
                "provider": "snowflake_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.00 per AI Credit",
                "monthly_usd": null
              },
              {
                "provider": "snowflake_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$2.20 per AI Credit",
                "monthly_usd": null
              },
              {
                "provider": "taskade_outlier_detection",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$5 /pack",
                "monthly_usd": null
              },
              {
                "provider": "tinybird",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.058/GB",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 5,
            "offers": [
              {
                "provider": "bruin",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.01/ credit",
                "monthly_usd": null
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.01 per run",
                "monthly_usd": null
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.02 per run",
                "monthly_usd": null
              },
              {
                "provider": "upsolve_ai",
                "tier": "pro",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.05/credit",
                "monthly_usd": null
              },
              {
                "provider": "upsolve_ai",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.05/credit",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 28,
            "offers": [
              {
                "provider": "agenticbi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "basedash",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom quote",
                "monthly_usd": null
              },
              {
                "provider": "bruin",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "datalayer",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "directus_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "discovery_engine",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$49",
                "monthly_usd": null
              },
              {
                "provider": "discovery_engine",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$199",
                "monthly_usd": null
              },
              {
                "provider": "gooddata_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "gooddata_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "hex",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "instadash",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "leastaction_labs",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              },
              {
                "provider": "leastaction_labs",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              },
              {
                "provider": "lium_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "mahogany_chat",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing",
                "monthly_usd": null
              },
              {
                "provider": "metricsign",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "On request",
                "monthly_usd": null
              },
              {
                "provider": "metricsign",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "mitzu",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "myriade",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "primate_intelligence",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "semanticops_mcp",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom pricing for teams",
                "monthly_usd": null
              },
              {
                "provider": "socialapis",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "tinybird",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "tinybird",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "upsolve_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "zenml",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "zenml",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 39,
          "normalized_observations": 55,
          "comparable_providers": 27,
          "strict_cohorts": 5,
          "exclusion_reasons": {
            "ambiguous_cadence": 28,
            "usage_not_monthly": 27,
            "one_time": 4,
            "unrankable_or_unparseable": 4
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "pro": 1,
      "enterprise": 21,
      "team_sme": 0,
      "individual": 0
    },
    "billingMix": {
      "contact_sales": 3,
      "freemium": 31,
      "subscription": 5,
      "usage": 3,
      "free": 5
    },
    "freeTierShare": 0.77,
    "medianLowestUsd": 33.72
  },
  "movement": {
    "niche": "ai-data-platform",
    "sector": "developer-tools-infra",
    "pricedNow": 26,
    "pairs": 25,
    "repriced": [
      {
        "handle": "myriade",
        "from": 548.74,
        "to": 547.84,
        "pct": -0.2
      },
      {
        "handle": "data",
        "from": 54.87,
        "to": 54.78,
        "pct": -0.2
      },
      {
        "handle": "data_connector",
        "from": 27.99,
        "to": 27.94,
        "pct": -0.2
      },
      {
        "handle": "chartpixel",
        "from": 8.05,
        "to": 8.04,
        "pct": -0.1
      }
    ],
    "newlyPriced": [
      "calculators"
    ],
    "droppedFromPriced": [
      "claribi",
      "misata_misata"
    ],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 4 agents repriced — all down (avg 0%); 1 newly published pricing; 2 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 100.206,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 100.206,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100.206,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100.206,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100.206,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100.206,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100.206,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100.206,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100.206,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100.206,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100.206,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100.206,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100.206,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100.206,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100.206,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100.206,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100.206,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100.206,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100.206,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100.206,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100.206,
        "pairs": 44,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100.206,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100.206,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100.206,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100.206,
        "pairs": 45,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100.206,
        "pairs": 45,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100.206,
        "pairs": 47,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100.206,
        "pairs": 46,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100.206,
        "pairs": 46,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100.206,
        "pairs": 41,
        "dayChangePct": 0
      }
    ],
    "latest": 100.206,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "agent_analytics",
      "name": "Agent Analytics",
      "url": "https://agentanalytics.sh/",
      "short_summary": "provides AI agents with product analytics they can operate: create projects, define events, shape funnels, set goals, run experiments, and remember experiment…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Usage-based",
              "per": "per 10k event",
              "text": "$1 per 10k event"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Usage-based",
              "price": "$1 / 10k events",
              "kind": "usage_rate",
              "unit": "10k event",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$1 per 10k event (usage-based)",
        "summary": "$1 per 10k event (usage-based). The service offers a $0 tier with usage limits and usage-based pricing of $1 per 10k events for expanded capabilities."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agenticbi",
      "name": "agenticbi",
      "url": "https://www.agenticbi.com/",
      "short_summary": "turns business questions into answers by querying data sources and generating analytics with visualizations",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 99,
            "monthly_usd": 99,
            "commitment": "monthly",
            "basis": "$99 per user/month × 1",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Usage credits",
              "per": "per unit",
              "text": "$0.1 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Starter",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$99/user/mo",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            },
            {
              "name": "Usage credits",
              "price": "$0.10",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free plan; paid from $99/mo ($99 per user/month × 1)",
        "summary": "Free plan; paid from $99/mo ($99 per user/month × 1). AgenticBI offers a free Starter plan, a Pro plan at $99 per user per month, and custom Enterprise pricing, with usage-credit rates also shown in its calculator."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bruin",
      "name": "Bruin",
      "url": "https://getbruin.com/",
      "short_summary": "Reads live data to answer questions, builds dashboards, and monitors/auto-fixes data issues across a company's data stack",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Team",
              "per": "per credit",
              "text": "$0.01 per credit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Open Source",
              "price": "$0 · forever",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$0.01/ credit",
              "kind": "usage_rate",
              "unit": "credit",
              "billed": "usage"
            },
            {
              "name": "Scale",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.01 per credit (usage-based)",
        "summary": "$0.01 per credit (usage-based). Bruin offers a free open-source plan, usage-based Team pricing starting at $0.01 per credit, and a custom Scale plan."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "claribi",
      "name": "clariBI.com",
      "url": "https://claribi.com/",
      "short_summary": "connects multiple business tools and data sources to answer cross-platform analytics questions in plain English",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Lite",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Lite (annual billing)",
            "monthly_equivalent_native": 15.83,
            "total_native": 190
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Lite",
              "price": "$19 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Lite (annual billing)",
              "price": "$190 a year (two months free) billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Starter",
              "price": "$99 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$990 a year (two months free) billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Professional",
              "price": "$199 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional (annual billing)",
              "price": "$1,990 a year (two months free) billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "$999 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise (annual billing)",
              "price": "$9,990 a year (two months free) billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo; $15.83/mo equivalent billed annually",
        "summary": "Free plan; paid from $19/mo; $15.83/mo equivalent billed annually. Claribi offers a permanent free plan plus four paid monthly plans from $19 to $999, with annual billing available at the equivalent of two months free."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "data",
      "name": "Autario Data Analytics Platform",
      "url": "https://autario.com",
      "short_summary": "provides access to verified public datasets and enables data querying, visualization, and publishing",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 49,
            "monthly_usd": 54.85,
            "commitment": "monthly",
            "basis": "€49/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "0 EUR",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "49 EUR a month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 54.85,
        "monthly_usd": 54.85,
        "headline": "Free plan; paid from €49/mo",
        "summary": "Free plan; paid from €49/mo. Autario offers a permanent free plan and a publicly stated Pro plan at 49 EUR per month, with additional plan prices present in structured data but not named in the supplied page text."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "data_connector",
      "name": "data-connector",
      "url": "https://ask-ai-data-connector.co.uk",
      "short_summary": "connects e-commerce and business data sources to AI assistants for natural language querying",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 24.99,
            "monthly_usd": 27.97,
            "commitment": "monthly",
            "basis": "€24.99/month",
            "billing_verified": true
          },
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Starter",
              "price": "€24.99 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Growth",
              "price": "€37.49 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unlimited",
              "price": "€49.99 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Agency Starter",
              "price": "€99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Agency Pro",
              "price": "€199/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 27.97,
        "monthly_usd": 27.97,
        "headline": "From €24.99/mo",
        "summary": "From €24.99/mo. Ask AI offers three merchant subscription tiers from €24.99 per month and two agency tiers from €99 per month, with an Early Bird discount shown for the first three months on the merchant plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "directus_mcp",
      "name": "Directus MCP Server",
      "url": "https://directus.io/",
      "short_summary": "Enable AI clients to interact with Directus API through MCP protocol for data management",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 599,
            "monthly_usd": 599,
            "commitment": "monthly",
            "basis": "$599/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Team (annual billing)",
            "monthly_equivalent_native": 499,
            "total_native": 5988
          },
          "rates": [
            {
              "line": "Extra collections",
              "per": "per unit",
              "text": "$100–$25 per unit"
            }
          ],
          "currency": "USD",
          "notes": [
            "add-ons / components (not a whole-product price): Cloud Hosting add-on $99/mo; Extra seat $50/SEAT/MO"
          ],
          "lines": [
            {
              "name": "Core",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$599/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team (annual billing)",
              "price": "$499/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            },
            {
              "name": "Cloud Hosting add-on",
              "price": "$99/mo",
              "kind": "add_on",
              "billed": "monthly"
            },
            {
              "name": "Extra seat",
              "price": "$50/SEAT/MO",
              "kind": "add_on",
              "billed": "monthly"
            },
            {
              "name": "Extra collections",
              "price": "$100/25-PACK",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 599,
        "monthly_usd": 599,
        "headline": "Free plan; paid from $599/mo; $499/mo equivalent billed annually",
        "summary": "Free plan; paid from $599/mo; $499/mo equivalent billed annually. Directus offers a free Core tier, Team at $599/month or $499/month billed yearly, and custom Enterprise pricing, with cloud hosting available as a $99/month add-on."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "discovery_engine",
      "name": "Disco",
      "url": "https://www.leap-labs.com/",
      "short_summary": "finds complex patterns in data including feature interactions, nonlinear thresholds, and meaningful subgroups without requiring prior hypotheses",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Paid plan",
              "price": "$49",
              "kind": "unspecified_period"
            },
            {
              "name": "Paid plan",
              "price": "$199",
              "kind": "unspecified_period"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Paid plan $49 (billing period not stated)",
        "summary": "Free; Paid plan $49 (billing period not stated). Public analyses are free, while private data and deeper analysis are offered through paid plans shown at $49 and $199, with billing periods unspecified."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "huggingface",
      "name": "Huggingface",
      "url": "https://huggingface.co/",
      "short_summary": "Hosts and provides a platform to create, discover and collaborate on machine learning models, datasets and applications; offers an open-source agent framework…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team & Enterprise",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20 per user/month × 1",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Team & Enterprise",
              "price": "$20/user/month",
              "kind": "base_subscription",
              "unit": "user",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "From $20/mo ($20 per user/month × 1)",
        "summary": "From $20/mo ($20 per user/month × 1). Hugging Face publicly lists Team & Enterprise pricing starting at $20 per user per month, with additional usage-based compute and inference pricing shown on the pricing page."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "julius_slack_agent",
      "name": "Julius Slack Agent",
      "url": "https://julius.ai/product/slack-agent",
      "short_summary": "performs data analysis and answers data questions, delivering live insights inside Slack",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The requested Slack Agent page returns 404 and does not show reliable public pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "fiber_ai",
      "name": "Fiber Ai",
      "url": "https://fiber.ai/apis",
      "short_summary": "provides data APIs for enriching, searching, and tracking companies, people, and jobs for AI sales, recruiting, and growth products",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Partial, Enriched Datasets",
            "monthly_native": 1000,
            "monthly_usd": 1000,
            "commitment": "monthly",
            "basis": "$1,000/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly (Save 17%)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly (Save 17%)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Bulk API Search",
              "price": "$2,000/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Partial, Enriched Datasets",
              "price": "$1,000/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1000,
        "monthly_usd": 1000,
        "headline": "From $1,000/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $1,000/mo (billing period unverified: page has a Monthly/Annual toggle). Fiber AI publicly lists monthly subscriptions from $1,000/mo for partial enriched datasets to $2,000/mo for bulk API search."
      },
      "home_niche": "business-research-enrichment",
      "also_covers": true,
      "upvotes": 1
    },
    {
      "agent_id": "ai_skills",
      "name": "Ai Skills",
      "url": "https://ai-skills.ai",
      "short_summary": "Structured AI skills library for professionals and industries. Provides pre-built agent skills for content operations, data insights, growth decisions, and wor…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "探索版",
            "monthly_native": 299,
            "monthly_usd": 44.59,
            "commitment": "monthly",
            "basis": "CN¥299/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "输入 Token 用量",
              "per": "per million",
              "text": "CN¥21.6 per million"
            },
            {
              "line": "输出 Token 用量",
              "per": "per million",
              "text": "CN¥108 per million"
            }
          ],
          "currency": "CNY",
          "notes": [
            "prices in CNY as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "基础版",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "探索版",
              "price": "¥299/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "高阶版",
              "price": "¥699/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "输入 Token 用量",
              "price": "¥21.6 per million tokens",
              "kind": "usage_rate",
              "unit": "million",
              "billed": "usage"
            },
            {
              "name": "输出 Token 用量",
              "price": "¥108 per million tokens",
              "kind": "usage_rate",
              "unit": "million",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 44.59,
        "monthly_usd": 44.59,
        "headline": "Free plan; paid from CN¥299/mo",
        "summary": "Free plan; paid from CN¥299/mo. AI Skills offers a permanent free browsing tier, monthly plans at ¥299 and ¥699, and separate token-usage charges for wallet-based execution."
      },
      "home_niche": "agent-framework-open-source",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "bayeslab",
      "name": "Bayeslab",
      "url": "https://bayeslab.ai/en",
      "short_summary": "Autonomous data agent that transforms raw business data into boardroom-ready reports through agentic exploration, hypothesis testing, and AI-powered storytelli…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Team",
            "monthly_native": 24,
            "monthly_usd": 24,
            "commitment": "monthly",
            "basis": "$24/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly SAVE UP TO 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly SAVE UP TO 20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0 / month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$24 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business",
              "price": "$199 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom",
              "price": "Contact Sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 24,
        "monthly_usd": 24,
        "headline": "Free plan; paid from $24/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $24/mo (billing period unverified: page has a Monthly/Annual toggle). Bayeslab offers a free plan, discounted Early Bird Team and Business subscriptions at $24 and $199 per month, and a custom enterprise option."
      },
      "home_niche": "report-generation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "causal_agent",
      "name": "Causal Agent",
      "url": "https://github.com/Heyflyingpig/CausalAgent",
      "short_summary": "Multi-agent causal analysis system built on LangGraph. Automates causal structure learning, generates interactive causal graphs, and produces professional anal…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for CausalAgent is shown on the available homepage."
      },
      "home_niche": "autonomous-ai-research-lab",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "docetl",
      "name": "Docetl",
      "url": "https://www.docetl.org",
      "short_summary": "Declarative agentic data processing system that uses LLMs to transform structured and unstructured data through natural language operations. Provides map-reduc…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Run",
              "per": "per unit",
              "text": "$0.29 per unit"
            },
            {
              "line": "Optimize",
              "per": "per unit",
              "text": "$0.86 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Run",
              "price": "$0.29",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Optimize",
              "price": "$0.86",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.29 per unit; $0.86 per unit (usage-based)",
        "summary": "$0.29 per unit; $0.86 per unit (usage-based). The homepage shows example usage costs of $0.29 to run and $0.86 to optimize a pipeline, but does not provide subscription plans."
      },
      "home_niche": "ai-data-engineering",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "docsdatabrickscom",
      "name": "Docsdatabrickscom",
      "url": "https://docs.databricks.com/aws/en/generative-ai/agent-framework/agent-tool",
      "short_summary": "documentation for connecting AI agent tools and data, including searching documents, querying databases, calling REST APIs, and running custom code via MCP ser…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "developer-portal-api-docs",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "elasticsearch",
      "name": "Elasticsearch",
      "url": "https://www.elastic.co/elasticsearch",
      "short_summary": "Distributed search and analytics engine with native AI agent capabilities, vector database, and workflow automation for building context-aware agents and retri…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Serverless Search Ingest",
              "per": "per hour",
              "text": "$0.14 per hour"
            },
            {
              "line": "Serverless Search Search",
              "per": "per hour",
              "text": "$0.09 per hour"
            },
            {
              "line": "Serverless Search Machine Learning",
              "per": "per hour",
              "text": "$0.07 per hour"
            },
            {
              "line": "Serverless Search Storage & Retention",
              "per": "per unit",
              "text": "$0.05 per unit"
            },
            {
              "line": "Serverless Search Egress",
              "per": "per unit",
              "text": "$0.05 per unit"
            },
            {
              "line": "Elastic Managed LLM Input",
              "per": "per unit",
              "text": "$4.5 per unit"
            },
            {
              "line": "Elastic Managed LLM Output",
              "per": "per unit",
              "text": "$21 per unit"
            },
            {
              "line": "Elastic Inference Service",
              "per": "per unit",
              "text": "$0.08 per unit"
            },
            {
              "line": "Workflows",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Agent Builder",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Cross-project search retained",
              "per": "per unit",
              "text": "$0 per unit"
            },
            {
              "line": "Cross-project search transferred",
              "per": "per unit",
              "text": "$0.05 per unit"
            },
            {
              "line": "Security Analytics Essentials Ingest",
              "per": "per unit",
              "text": "$0.09 per unit"
            },
            {
              "line": "Security Analytics Complete Ingest",
              "per": "per unit",
              "text": "$0.11 per unit"
            },
            {
              "line": "Security Analytics Essentials Retention",
              "per": "per unit",
              "text": "$0.02 per unit"
            },
            {
              "line": "Security Analytics Complete Retention",
              "per": "per unit",
              "text": "$0.02 per unit"
            },
            {
              "line": "Security Analytics Egress",
              "per": "per unit",
              "text": "$0.05 per unit"
            },
            {
              "line": "Cloud Protection CSPM Essentials",
              "per": "per unit",
              "text": "$0.65 per unit"
            },
            {
              "line": "Cloud Protection CSPM Complete",
              "per": "per unit",
              "text": "$0.65 per unit"
            },
            {
              "line": "Cloud Workload Protection Essentials",
              "per": "per unit",
              "text": "$0.41 per unit"
            },
            {
              "line": "Cloud Workload Protection Complete",
              "per": "per unit",
              "text": "$0.49 per unit"
            },
            {
              "line": "EASE Ingest",
              "per": "per unit",
              "text": "$0.11 per unit"
            },
            {
              "line": "EASE Retention",
              "per": "per unit",
              "text": "$0.02 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Serverless Search Ingest",
              "price": "$0.14",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "Serverless Search Search",
              "price": "$0.09",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "Serverless Search Machine Learning",
              "price": "$0.07",
              "kind": "usage_rate",
              "unit": "hour",
              "billed": "usage"
            },
            {
              "name": "Serverless Search Storage & Retention",
              "price": "$0.047",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Serverless Search Egress",
              "price": "$0.05",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Elastic Managed LLM Input",
              "price": "$4.50",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Elastic Managed LLM Output",
              "price": "$21",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Elastic Inference Service",
              "price": "$0.08",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Workflows",
              "price": "$0.0108",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Agent Builder",
              "price": "$0.025",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Cross-project search retained",
              "price": "$0.0023",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Cross-project search transferred",
              "price": "$0.05",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Security Analytics Essentials Ingest",
              "price": "$0.09",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Security Analytics Complete Ingest",
              "price": "$0.11",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Security Analytics Essentials Retention",
              "price": "$0.017",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Security Analytics Complete Retention",
              "price": "$0.019",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Security Analytics Egress",
              "price": "$0.05",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Cloud Protection CSPM Essentials",
              "price": "$0.65",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Cloud Protection CSPM Complete",
              "price": "$0.65",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Cloud Workload Protection Essentials",
              "price": "$0.41",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Cloud Workload Protection Complete",
              "price": "$0.49",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "EASE Ingest",
              "price": "$0.11",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "EASE Retention",
              "price": "$0.019",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.14 per hour; $0.09 per hour (usage-based)",
        "summary": "$0.14 per hour; $0.09 per hour (usage-based). Elastic publishes usage-based pricing for serverless search, security, AI, and related services, with rates based on VCUs, data volume, assets, tokens, or executions rather than fixed monthly subscriptions."
      },
      "home_niche": "enterprise-ai-search",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "falkordb",
      "name": "Falkordb",
      "url": "https://www.falkordb.com/",
      "short_summary": "Graph database optimized for GraphRAG and agentic AI. Combines knowledge graphs with vector search to reduce hallucinations, enable persistent agent memory, an…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "STARTUP",
            "monthly_native": 73,
            "monthly_usd": 73,
            "commitment": "monthly",
            "basis": "$73/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "FREE",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "STARTUP",
              "price": "From $73/1GB/Month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "From $350/8GB/Month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ENTERPRISE",
              "price": "Tailored Pricing",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 73,
        "monthly_usd": 73,
        "headline": "Free plan; paid from $73/mo",
        "summary": "Free plan; paid from $73/mo. FalkorDB offers a free plan, paid Startup and Pro plans from $73 and $350 per month respectively, and tailored Enterprise pricing."
      },
      "home_niche": "agent-memory-systems",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ai-data-platform",
  "summary": {
    "niche": "ai-data-platform",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $57/mo (11 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 11,
          "reliability": "medium",
          "median": 56.99,
          "p25": 39.04,
          "p75": 149,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 8,
          "reliability": "medium",
          "median": 38.74,
          "p25": 16.75,
          "p75": 69.25,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 6,
          "reliability": "medium",
          "median": 189.5,
          "p25": 129.4,
          "p75": 499.25,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 5,
          "reliability": "medium",
          "median": 449,
          "p25": 32,
          "p75": 999,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 54.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 3,
          "reliability": "low",
          "median": 17.77,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            250,
            1000
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-data-platform"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-data-platform",
    "counts": {
      "listings_with_price_capture": 105,
      "listings_with_observed_public_price": 47,
      "providers_with_numeric_monthly_price_latest_scan": 26,
      "like_for_like_comparable_pairs": 25
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 23.74,
        "provider_count": 10,
        "plan_observation_count": 12,
        "data_confidence": 0.79,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.6,
          "provider_count": 10,
          "plan_observation_count": 12
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "pastesheet",
            "usd": 9
          },
          {
            "provider": "livedatalink",
            "usd": 10
          },
          {
            "provider": "chartpixel",
            "usd": 17.77
          },
          {
            "provider": "instadash",
            "usd": 19
          },
          {
            "provider": "lium_ai",
            "usd": 19
          },
          {
            "provider": "data_connector",
            "usd": 28.49
          },
          {
            "provider": "tinybird",
            "usd": 49
          },
          {
            "provider": "claribi",
            "usd": 59
          },
          {
            "provider": "metabase_mcp_server",
            "usd": 100
          },
          {
            "provider": "myriade",
            "usd": 558.6
          }
        ],
        "p25": 18.08,
        "p75": 56.5
      },
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "per_user",
        "median": 7,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "kyomi_mcp",
            "usd": 5
          },
          {
            "provider": "metabase_mcp_server",
            "usd": 9
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 55.43,
        "provider_count": 14,
        "plan_observation_count": 18,
        "data_confidence": 0.98,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.9,
          "provider_count": 14,
          "plan_observation_count": 18
        },
        "reliability": "high",
        "members": [
          {
            "provider": "pastesheet",
            "usd": 19
          },
          {
            "provider": "socialapis",
            "usd": 26.99
          },
          {
            "provider": "semanticops_mcp",
            "usd": 29.08
          },
          {
            "provider": "zenml",
            "usd": 39
          },
          {
            "provider": "livedatalink",
            "usd": 49
          },
          {
            "provider": "mahogany_chat",
            "usd": 54
          },
          {
            "provider": "taskade_outlier_detection",
            "usd": 55
          },
          {
            "provider": "data",
            "usd": 55.86
          },
          {
            "provider": "data_connector",
            "usd": 56.99
          },
          {
            "provider": "instadash",
            "usd": 79
          },
          {
            "provider": "claribi",
            "usd": 199
          },
          {
            "provider": "upsolve_ai",
            "usd": 500
          },
          {
            "provider": "metabase_mcp_server",
            "usd": 575
          },
          {
            "provider": "oleander",
            "usd": 1050
          }
        ],
        "p25": 41.5,
        "p75": 169
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 200,
        "provider_count": 11,
        "plan_observation_count": 15,
        "data_confidence": 0.88,
        "data_confidence_basis": {
          "provider_component": 0.92,
          "observation_component": 0.75,
          "provider_count": 11,
          "plan_observation_count": 15
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "taskade_outlier_detection",
            "usd": 25
          },
          {
            "provider": "datalayer",
            "usd": 32
          },
          {
            "provider": "pastesheet",
            "usd": 49
          },
          {
            "provider": "data_connector",
            "usd": 112.86
          },
          {
            "provider": "socialapis",
            "usd": 179
          },
          {
            "provider": "calculators",
            "usd": 200
          },
          {
            "provider": "mitzu",
            "usd": 449
          },
          {
            "provider": "directus_mcp",
            "usd": 599
          },
          {
            "provider": "myriade",
            "usd": 900.6
          },
          {
            "provider": "zenml",
            "usd": 999
          },
          {
            "provider": "upsolve_ai",
            "usd": 2000
          }
        ],
        "p25": 80.93,
        "p75": 749.8
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 999,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "taskade_outlier_detection",
            "usd": 250
          },
          {
            "provider": "claribi",
            "usd": 999
          },
          {
            "provider": "basedash",
            "usd": 1000
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 105,
      "listings_with_observed_public_price": 47,
      "normalized_observations": 55,
      "comparable_providers": 27,
      "strict_cohorts": 5,
      "exclusion_reasons": {
        "ambiguous_cadence": 28,
        "usage_not_monthly": 27,
        "one_time": 4,
        "unrankable_or_unparseable": 4
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 28,
      "usage_not_monthly": 27,
      "one_time": 4,
      "unrankable_or_unparseable": 4
    },
    "billing_mix": {
      "contact_sales": 3,
      "freemium": 31,
      "subscription": 5,
      "usage": 3,
      "free": 5
    },
    "free_tier_share": 0.77,
    "top_providers": [
      {
        "agent_id": "agent_analytics",
        "name": "Agent Analytics",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Usage-based",
                "per": "per 10k event",
                "text": "$1 per 10k event"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Usage-based",
                "price": "$1 / 10k events",
                "kind": "usage_rate",
                "unit": "10k event",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$1 per 10k event (usage-based)",
          "summary": "$1 per 10k event (usage-based). The service offers a $0 tier with usage limits and usage-based pricing of $1 per 10k events for expanded capabilities."
        },
        "observed": true
      },
      {
        "agent_id": "agenticbi",
        "name": "agenticbi",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 99,
              "monthly_usd": 99,
              "commitment": "monthly",
              "basis": "$99 per user/month × 1",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Usage credits",
                "per": "per unit",
                "text": "$0.1 per unit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Starter",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$99/user/mo",
                "kind": "base_subscription",
                "unit": "user",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              },
              {
                "name": "Usage credits",
                "price": "$0.10",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 99,
          "monthly_usd": 99,
          "headline": "Free plan; paid from $99/mo ($99 per user/month × 1)",
          "summary": "Free plan; paid from $99/mo ($99 per user/month × 1). AgenticBI offers a free Starter plan, a Pro plan at $99 per user per month, and custom Enterprise pricing, with usage-credit rates also shown in its calculator."
        },
        "observed": true
      },
      {
        "agent_id": "bruin",
        "name": "Bruin",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "Team",
                "per": "per credit",
                "text": "$0.01 per credit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "Open Source",
                "price": "$0 · forever",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Team",
                "price": "$0.01/ credit",
                "kind": "usage_rate",
                "unit": "credit",
                "billed": "usage"
              },
              {
                "name": "Scale",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$0.01 per credit (usage-based)",
          "summary": "$0.01 per credit (usage-based). Bruin offers a free open-source plan, usage-based Team pricing starting at $0.01 per credit, and a custom Scale plan."
        },
        "observed": true
      },
      {
        "agent_id": "claribi",
        "name": "clariBI.com",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Lite",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Lite (annual billing)",
              "monthly_equivalent_native": 15.83,
              "total_native": 190
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Lite",
                "price": "$19 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Lite (annual billing)",
                "price": "$190 a year (two months free) billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Starter",
                "price": "$99 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Starter (annual billing)",
                "price": "$990 a year (two months free) billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Professional",
                "price": "$199 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Professional (annual billing)",
                "price": "$1,990 a year (two months free) billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Enterprise",
                "price": "$999 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise (annual billing)",
                "price": "$9,990 a year (two months free) billed annually",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free plan; paid from $19/mo; $15.83/mo equivalent billed annually",
          "summary": "Free plan; paid from $19/mo; $15.83/mo equivalent billed annually. Claribi offers a permanent free plan plus four paid monthly plans from $19 to $999, with annual billing available at the equivalent of two months free."
        },
        "observed": true
      },
      {
        "agent_id": "data",
        "name": "Autario Data Analytics Platform",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 49,
              "monthly_usd": 54.85,
              "commitment": "monthly",
              "basis": "€49/month",
              "billing_verified": true
            },
            "currency": "EUR",
            "notes": [
              "prices in EUR as published; USD figures are conversions at 2026-10-14"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "0 EUR",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "49 EUR a month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 54.85,
          "monthly_usd": 54.85,
          "headline": "Free plan; paid from €49/mo",
          "summary": "Free plan; paid from €49/mo. Autario offers a permanent free plan and a publicly stated Pro plan at 49 EUR per month, with additional plan prices present in structured data but not named in the supplied page text."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-data-platform"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-data-platform",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "agent_analytics"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "agent_analytics"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

43 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Agent Analyticsprovides AI agents with product analytics they can operate: create projects, define events, shape funnels, set goals, run experiments, and remember experiment…
mcpFree tierpaid plans vary—100% livemcp100% live
agenticbiturns business questions into answers by querying data sources and generating analytics with visualizations
mcp$99from / mo78.6% above100% livemcp78.6% above median100% live
BruinReads live data to answer questions, builds dashboards, and monitors/auto-fixes data issues across a company's data stack
agentFree tierpaid plans vary—100% liveagent100% live
clariBI.comconnects multiple business tools and data sources to answer cross-platform analytics questions in plain English
mcp$19from / mo65.7% below55% livemcp65.7% below median55% live
Autario Data Analytics Platformprovides access to verified public datasets and enables data querying, visualization, and publishing
mcp$54.85from / mo1% below100% livemcp1% below median100% live
data-connectorconnects e-commerce and business data sources to AI assistants for natural language querying
mcp$27.97from / mo49.5% below100% livemcp49.5% below median100% live
Directus MCP ServerEnable AI clients to interact with Directus API through MCP protocol for data management
mcp$599from / mo980.6% above100% livemcp980.6% above median100% live
Discofinds complex patterns in data including feature interactions, nonlinear thresholds, and meaningful subgroups without requiring prior hypotheses
mcpFree tierpaid plans vary—100% livemcp100% live
HHuggingfaceHosts and provides a platform to create, discover and collaborate on machine learning models, datasets and applications; offers an open-source agent framework…
tool$20from / mo63.9% below89% livetool63.9% below median89% live
KyomiProvides data intelligence access through MCP integration, enabling AI assistants to query data warehouses, search data catalogs, access team knowledge, create…
mcp$5from / mo91% below100% livemcp91% below median100% live
livedatalinkprovides real-time data access across 45 domains through a single MCP endpoint
mcp$10from / mo82% below89% livemcp82% below median89% live
MetabaseConnects AI assistants to Metabase analytics platform for accessing dashboards, executing queries, and retrieving data through conversational interfaces
mcp$6from / mo89.2% below89% livemcp89.2% below median89% live
misatagenerates synthetic datasets for AI agents via MCP server
mcpFree tierpaid plans vary—89% livemcp89% live
MitzuAutonomously diagnoses why product metrics moved by running product analytics (funnels, retention, cohorts, segmentation) directly in the data warehouse, monit…
mcp$149from / mo168.8% above89% livemcp168.8% above median89% live
Posthogproduct analytics, session replay, feature flags, experiments, surveys, and data warehousing
mcpFree tierpaid plans vary—89% livemcp89% live
Ada ImAutomates data analysis tasks including data cleaning, SQL writing, and generating professional reports, charts, and dashboards from datasets
agentFreefree to use—100% liveagent100% live
BasedashBuilds charts, dashboards, and reports and answers business intelligence questions from connected data using natural language prompts
mcp$1000from / mo1704.1% above100% livemcp1704.1% above median100% live
CalculatorsAI-callable calculators and engineering models with certified formulas — no hallucinated math. Browse published projects, read their input/output schemas, and…
mcp$200from / mo260.8% above100% livemcp260.8% above median100% live
EtlzeroAI-native ETL agent that performs data analysis, anomaly detection, and maintains self-healing data pipelines
agent$16.79from / mo69.7% below100% liveagent69.7% below median100% live
GGlobalrulesMCP server for GlobalRules — verified country facts (VAT/GST, public holidays, tipping, visas, minimum wages, ~55 topics × 120+ countries). Free tools require…
mcpFree tierpaid plans vary—89% livemcp89% live
HexProvides agentic analytics for data teams — performs exploratory data analysis, builds dashboards/data apps, and answers business data questions via notebooks…
agent$36from / mo35.1% below89% liveagent35.1% below median89% live
instadashprovides hosted data surface for AI agents to publish research, logs, and scraped data
mcp$19from / mo65.7% below89% livemcp65.7% below median89% live
Liumanalyzes complex real-world data by writing code, building tools, blending data, and creating knowledge outputs from natural language queries
agent$19from / mo65.7% below89% liveagent65.7% below median89% live
Mahogany Chatanswers natural-language data questions by running queries against a connected database (self-service analytics)
agent$29from / mo47.7% below89% liveagent47.7% below median89% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.