AI Data Platform

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                "monthly_usd": 149
              },
              {
                "provider": "mitzu",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$749 / month",
                "monthly_usd": 749
              },
              {
                "provider": "myriade",
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                "billing": "monthly",
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              },
              {
                "provider": "myriade",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€649 /mo billed annually",
                "monthly_usd": 739.86
              },
              {
                "provider": "oleander",
                "tier": "pro",
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                "unit": "flat",
                "price": "$300 / mo",
                "monthly_usd": 300
              },
              {
                "provider": "oleander",
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                "billing": "monthly",
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                "price": "$1,800 / mo",
                "monthly_usd": 1800
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              {
                "provider": "pastesheet",
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                "monthly_usd": 9
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              {
                "provider": "pastesheet",
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              },
              {
                "provider": "pastesheet",
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                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "seahboonkeong_chat_opendosm",
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                "unit": "flat",
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                "monthly_usd": 10
              },
              {
                "provider": "taskade_outlier_detection",
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                "billing": "monthly",
                "unit": "flat",
                "price": "$10 /mo billed annually",
                "monthly_usd": 10
              },
              {
                "provider": "taskade_outlier_detection",
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                "billing": "monthly",
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                "monthly_usd": 25
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              {
                "provider": "taskade_outlier_detection",
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                "billing": "monthly",
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                "monthly_usd": 100
              },
              {
                "provider": "taskade_outlier_detection",
                "tier": "enterprise",
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                "unit": "flat",
                "price": "$250 /mo billed annually",
                "monthly_usd": 250
              },
              {
                "provider": "tinybird",
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                "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",
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                "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",
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                "unit": "per_seat",
                "price": "$36 per Editor / month",
                "monthly_usd": 36
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              {
                "provider": "hex",
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                "billing": "monthly",
                "unit": "per_seat",
                "price": "$75 per Editor / month",
                "monthly_usd": 75
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            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 3,
            "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
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 10,
            "offers": [
              {
                "provider": "agent_analytics",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$1 / 10k events",
                "monthly_usd": null
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              {
                "provider": "agenticbi",
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              {
                "provider": "directus_mcp",
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                "price": "$100/25-PACK",
                "monthly_usd": null
              },
              {
                "provider": "kyomi_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$10 per additional 1M events",
                "monthly_usd": null
              },
              {
                "provider": "mindsdb",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "Pay as you go",
                "monthly_usd": null
              },
              {
                "provider": "oleander",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.0276 per GB per month",
                "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": "tinybird",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.058/GB",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_seat",
            "count": 1,
            "offers": [
              {
                "provider": "directus_mcp",
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                "billing": "usage",
                "unit": "per_seat",
                "price": "$50/SEAT/MO",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_user",
            "count": 2,
            "offers": [
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_user",
                "price": "$6 per user / month",
                "monthly_usd": null
              },
              {
                "provider": "metabase_mcp_server",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_user",
                "price": "$12 per user / month",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 26,
            "offers": [
              {
                "provider": "agenticbi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "basedash",
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                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom quote",
                "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",
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                "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": "instantdb",
                "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",
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                "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": "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": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "seahboonkeong_chat_opendosm",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "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": "v7labs_outlier_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "custom pricing package",
                "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": 36,
          "normalized_observations": 55,
          "comparable_providers": 28,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "free_or_zero": 1,
            "ambiguous_cadence": 26,
            "usage_not_monthly": 13,
            "unrankable_or_unparseable": 4
          }
        }
      }
    },
    "billingMix": {
      "freemium": 27,
      "subscription": 7,
      "free": 4,
      "usage": 2,
      "contact_sales": 2
    },
    "freeTierShare": 0.74,
    "medianLowestUsd": 36
  },
  "movement": {
    "niche": "ai-data-platform",
    "sector": "developer-tools-infra",
    "pricedNow": 29,
    "pairs": 26,
    "repriced": [
      {
        "handle": "chartpixel",
        "from": 13.85,
        "to": 8.32,
        "pct": -39.9
      },
      {
        "handle": "data_connector",
        "from": 26.96,
        "to": 33.84,
        "pct": 25.5
      },
      {
        "handle": "myriade",
        "from": 172.15,
        "to": 172.42,
        "pct": 0.2
      },
      {
        "handle": "metricsign",
        "from": 345.46,
        "to": 346,
        "pct": 0.2
      }
    ],
    "newlyPriced": [
      "huggingface",
      "data"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": -1.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 4 agents repriced — 3 up, 1 down; 2 newly published pricing."
  },
  "index_series": {
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      {
        "day": "2026-07-19",
        "index": 101.244,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 101.244,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 103.799,
        "pairs": 41,
        "dayChangePct": 2.52
      },
      {
        "day": "2026-07-22",
        "index": 103.799,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 103.799,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 103.799,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 103.799,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 103.799,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 103.799,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 101.304,
        "pairs": 42,
        "dayChangePct": -2.4
      },
      {
        "day": "2026-07-29",
        "index": 100.208,
        "pairs": 42,
        "dayChangePct": -1.08
      },
      {
        "day": "2026-07-30",
        "index": 102.676,
        "pairs": 42,
        "dayChangePct": 2.46
      },
      {
        "day": "2026-07-31",
        "index": 102.676,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 102.676,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 102.676,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 102.676,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 102.676,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 102.676,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 102.676,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 102.676,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 102.676,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 102.676,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 102.676,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 102.676,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100.265,
        "pairs": 43,
        "dayChangePct": -2.35
      },
      {
        "day": "2026-08-13",
        "index": 102.676,
        "pairs": 43,
        "dayChangePct": 2.41
      },
      {
        "day": "2026-08-14",
        "index": 102.676,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100.208,
        "pairs": 42,
        "dayChangePct": -2.4
      },
      {
        "day": "2026-08-16",
        "index": 100.208,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100.208,
        "pairs": 45,
        "dayChangePct": 0
      }
    ],
    "latest": 100.208,
    "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free tier, then from $99/mo",
        "summary": "Free tier, then from $99/mo. 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": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage exposes a $0 offer, but provides no billing period or additional public plan details."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free tier, then from $19/mo",
        "summary": "Free tier, then from $19/mo. clariBI offers a permanent free plan, a $19/month Lite plan, and paid Starter and Professional plans at $99/month and $199/month, with a 14-day full-featured trial."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 56.7,
        "monthly_usd": 65.61,
        "headline": "Free tier, then from $56.7/mo",
        "summary": "Free tier, then from $56.7/mo. Autario offers a free-forever plan and a Pro plan at 49 EUR per month, with automatic refresh and expanded account, history, and seat limits."
      },
      "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": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 33.84,
        "monthly_usd": 45.82,
        "headline": "From $33.84/mo",
        "summary": "From $33.84/mo. Ask AI offers monthly subscription plans from £24.99/month for merchants and £99/month for agencies, with an advertised 20% early-bird discount for the first three months."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free tier, then from $50/mo",
        "summary": "Free tier, then from $50/mo. 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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free tier, then from $49/mo",
        "summary": "Free tier, then from $49/mo. 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": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "From $9/mo",
        "summary": "From $9/mo. Hugging Face publicly displays subscription prices starting at $9/month, with Team & Enterprise pricing starting at $20 per user per month."
      },
      "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": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Julius Slack Agent is presented as free, with no monthly billing period or paid plan details publicly shown."
      },
      "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": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 1000,
        "monthly_usd": 1000,
        "headline": "From $1000/mo",
        "summary": "From $1000/mo. 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": {
        "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": "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Bayeslab offers a free plan, paid monthly per-seat Pro, Team, and Elite plans currently discounted to $10, $20, and $40, plus custom Enterprise pricing."
      },
      "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 in the supplied repository content."
      },
      "home_niche": "autonomous-ai-research-lab",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "docetl",
      "name": "Docetl",
      "url": "https://github.com/ucbepic/docetl",
      "short_summary": "Declarative agentic data processing system that uses LLMs to transform structured and unstructured data through natural language operations. Provides map-reduc…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No DocETL pricing is publicly stated in the supplied repository context."
      },
      "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": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Elastic describes hosted and serverless offerings as usage/resource-based and self-managed offerings as license-based, but no public numeric prices are shown."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 73,
        "monthly_usd": 73,
        "headline": "Free tier, then from $73/mo",
        "summary": "Free tier, then 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 $73/mo (12 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": 12,
          "reliability": "high",
          "median": 73,
          "p25": 44.25,
          "p75": 234.47,
          "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": 26.25,
          "p25": 10,
          "p75": 51.5,
          "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": 5,
          "reliability": "medium",
          "median": 54,
          "p25": 50,
          "p75": 55,
          "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": 49,
          "p75": 999,
          "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": 5,
          "reliability": "medium",
          "median": 132.66,
          "p25": 79,
          "p75": 454.86,
          "status": "ok"
        },
        {
          "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": 96,
      "listings_with_observed_public_price": 42,
      "providers_with_numeric_monthly_price_latest_scan": 29,
      "like_for_like_comparable_pairs": 26
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": true,
        "value_pct": -2.4,
        "driver": "chartpixel's \"Silver Subscription\" $13.67→$8.2 (-40%)"
      },
      "m": {
        "published": true,
        "value_pct": -1,
        "driver": "lium_ai's \"Starter\" $30→$19 (-37%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 19,
        "provider_count": 11,
        "plan_observation_count": 13,
        "data_confidence": 0.86,
        "data_confidence_basis": {
          "provider_component": 0.92,
          "observation_component": 0.65,
          "provider_count": 11,
          "plan_observation_count": 13
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "pastesheet",
            "usd": 9
          },
          {
            "provider": "huggingface",
            "usd": 9
          },
          {
            "provider": "seahboonkeong_chat_opendosm",
            "usd": 10
          },
          {
            "provider": "livedatalink",
            "usd": 10
          },
          {
            "provider": "chartpixel",
            "usd": 17.77
          },
          {
            "provider": "instadash",
            "usd": 19
          },
          {
            "provider": "lium_ai",
            "usd": 19
          },
          {
            "provider": "data_connector",
            "usd": 33.49
          },
          {
            "provider": "tinybird",
            "usd": 49
          },
          {
            "provider": "claribi",
            "usd": 59
          },
          {
            "provider": "metabase_mcp_server",
            "usd": 100
          }
        ],
        "p25": 10,
        "p75": 41.25
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 55.86,
        "provider_count": 17,
        "plan_observation_count": 20,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 17,
          "plan_observation_count": 20
        },
        "reliability": "high",
        "members": [
          {
            "provider": "misata_misata",
            "usd": 5
          },
          {
            "provider": "pastesheet",
            "usd": 19
          },
          {
            "provider": "instantdb",
            "usd": 30
          },
          {
            "provider": "zenml",
            "usd": 39
          },
          {
            "provider": "livedatalink",
            "usd": 49
          },
          {
            "provider": "huggingface",
            "usd": 50
          },
          {
            "provider": "mahogany_chat",
            "usd": 54
          },
          {
            "provider": "taskade_outlier_detection",
            "usd": 55
          },
          {
            "provider": "data",
            "usd": 55.86
          },
          {
            "provider": "data_connector",
            "usd": 66.99
          },
          {
            "provider": "instadash",
            "usd": 79
          },
          {
            "provider": "directus_mcp",
            "usd": 99
          },
          {
            "provider": "claribi",
            "usd": 199
          },
          {
            "provider": "metricsign",
            "usd": 340.86
          },
          {
            "provider": "upsolve_ai",
            "usd": 500
          },
          {
            "provider": "metabase_mcp_server",
            "usd": 575
          },
          {
            "provider": "oleander",
            "usd": 1050
          }
        ],
        "p25": 49,
        "p75": 199
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 290.83,
        "provider_count": 10,
        "plan_observation_count": 14,
        "data_confidence": 0.81,
        "data_confidence_basis": {
          "provider_component": 0.83,
          "observation_component": 0.7,
          "provider_count": 10,
          "plan_observation_count": 14
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "taskade_outlier_detection",
            "usd": 25
          },
          {
            "provider": "datalayer",
            "usd": 49
          },
          {
            "provider": "pastesheet",
            "usd": 49
          },
          {
            "provider": "misata_misata",
            "usd": 79
          },
          {
            "provider": "data_connector",
            "usd": 132.66
          },
          {
            "provider": "mitzu",
            "usd": 449
          },
          {
            "provider": "myriade",
            "usd": 454.86
          },
          {
            "provider": "directus_mcp",
            "usd": 599
          },
          {
            "provider": "zenml",
            "usd": 999
          },
          {
            "provider": "upsolve_ai",
            "usd": 2000
          }
        ],
        "p25": 56.5,
        "p75": 562.97
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 600,
        "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": "instantdb",
            "usd": 600
          },
          {
            "provider": "basedash",
            "usd": 1000
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 96,
      "listings_with_observed_public_price": 42,
      "normalized_observations": 55,
      "comparable_providers": 28,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "free_or_zero": 1,
        "ambiguous_cadence": 26,
        "usage_not_monthly": 13,
        "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": {
      "free_or_zero": 1,
      "ambiguous_cadence": 26,
      "usage_not_monthly": 13,
      "unrankable_or_unparseable": 4
    },
    "billing_mix": {
      "freemium": 27,
      "subscription": 7,
      "free": 4,
      "usage": 2,
      "contact_sales": 2
    },
    "free_tier_share": 0.74,
    "top_providers": [
      {
        "agent_id": "agent_analytics",
        "name": "Agent Analytics",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier + paid plans (price not published)",
          "summary": "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": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 99,
          "monthly_usd": 99,
          "headline": "Free tier, then from $99/mo",
          "summary": "Free tier, then from $99/mo. 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": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "The homepage exposes a $0 offer, but provides no billing period or additional public plan details."
        },
        "observed": true
      },
      {
        "agent_id": "claribi",
        "name": "clariBI.com",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free tier, then from $19/mo",
          "summary": "Free tier, then from $19/mo. clariBI offers a permanent free plan, a $19/month Lite plan, and paid Starter and Professional plans at $99/month and $199/month, with a 14-day full-featured trial."
        },
        "observed": true
      },
      {
        "agent_id": "data",
        "name": "Autario Data Analytics Platform",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 56.7,
          "monthly_usd": 65.61,
          "headline": "Free tier, then from $56.7/mo",
          "summary": "Free tier, then from $56.7/mo. Autario offers a free-forever plan and a Pro plan at 49 EUR per month, with automatic refresh and expanded account, history, and seat limits."
        },
        "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"
      }
    ]
  }
}