~ · home · consumer-personal local-ai-platform · 24

Local AI Platform

Query this niche via MCPmarket_report({ query: "Local AI Platform", response_mode: "summary" })
active marketmarket pulse 36/100commercial money present0 new builders in 30d24 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
None priced — too few for a MCP servers median.

All plans — Agents vs MCPs

each dot = one provider · log scale
No providers priced at the All tier yet.

All plans

0 priced
Providervs its cohort medianMonthly
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Local AI 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": "local-ai-platform",
  "parent_sector": "consumer-personal",
  "provider_type_pricing": {
    "slug": "local-ai-platform",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": null,
      "p25": null,
      "p75": null,
      "providers": 0
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "emerging",
  "observed_node_count": 4,
  "adjacent_niches": [
    "ai-tax-prep-consumer",
    "visa-immigration-consumer",
    "mental-health-companion",
    "ai-nutritionist",
    "ai-legal-assistant-consumer",
    "ai-personal-stylist"
  ],
  "market_pulse": {
    "pulse": 36,
    "drivers": [],
    "price_move_30d_pct": null,
    "money_share": 0.1111111111111111,
    "entry_rate": 0,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 1,
    "quarantined_agents": 0,
    "confidence": "insufficient",
    "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,
        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
      ],
      "pro": [
        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,
        100
      ],
      "team_sme": [
        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,
        100
      ],
      "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,
        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": 1,
      "pro": 1,
      "team_sme": 1,
      "enterprise": 1
    },
    "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": 24,
    "observed": 9,
    "byPersona": {
      "free": {
        "n": 9,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "individual": {
        "n": 1,
        "nPriced": 1,
        "reliability": "none",
        "median": 20,
        "p25": 20,
        "p75": 20,
        "min": 20,
        "max": 20,
        "mean": 20,
        "stdev": 0,
        "usageShare": 0
      },
      "pro": {
        "n": 0,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "team_sme": {
        "n": 0,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "enterprise": {
        "n": 1,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 1,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "pro": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "team_sme": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "insufficient",
      "cohorts": [],
      "rejected": {
        "unrankable_or_unparseable": 1,
        "ambiguous_cadence": 1
      },
      "evidence": {
        "status": "observed_offers_only",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 1,
            "offers": [
              {
                "provider": "osaurus",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 1,
          "normalized_observations": 0,
          "comparable_providers": 0,
          "strict_cohorts": 0,
          "exclusion_reasons": {
            "unrankable_or_unparseable": 1,
            "ambiguous_cadence": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "enterprise": 1
    },
    "billingMix": {
      "free": 7,
      "freemium": 2
    },
    "freeTierShare": 1,
    "medianLowestUsd": null
  },
  "movement": null,
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 0,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 0,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 0,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 1,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "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": "apfel",
      "name": "Apfel",
      "url": "https://apfel.franzai.com/",
      "short_summary": "provides CLI access, an OpenAI-compatible server, and interactive chat to the on-device LLM shipped with macOS via Apple Intelligence",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Apfel is presented as a free, on-device macOS AI tool with no subscriptions, API keys, or token billing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "cognitive_gateway",
      "name": "cognitive-gateway",
      "url": "https://mcp.maha-os.com/llms.txt",
      "short_summary": "defends human biological sovereignty against algorithmic extraction via cognitive circuit breaker",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public subscription or usage pricing was identified in the supplied homepage context."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "localai",
      "name": "Localai",
      "url": "https://localai.io/",
      "short_summary": "Runs AI models locally (LLM inference, image/audio generation), with optional autonomous agents and semantic search/memory",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage identifies LocalAI as open-source and MIT licensed but shows no public pricing or paid plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "localgpt",
      "name": "Localgpt",
      "url": "https://github.com/localgpt-app/localgpt",
      "short_summary": "Local-first AI assistant with persistent memory and autonomous background tasks, plus AI-driven 3D world creation (geometry, materials, lighting, audio, behavi…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown in the supplied homepage content, and a pricing page was not available."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "binasmart",
      "name": "Binasmart",
      "url": "https://bina.et",
      "short_summary": "Ethiopia's all-in-one platform: quote and book fixed-price rides in Addis Ababa (no surge), search the BinaSmart directory of buildings, hotels, hospitals and…",
      "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."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "findweedny",
      "name": "Findweedny",
      "url": "https://mcp.findweedny.com",
      "short_summary": "Everything involving Legal New York Cannabis.  Search dispensaries, brands, licenses, deals and more.",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Public access",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. The FindWeedNY MCP server is publicly available for free with read-only access and no API key."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "gospelchannel_church_finder",
      "name": "Gospelchannel Church Finder",
      "url": "https://gospelchannel.com",
      "short_summary": "Find a Christian church that fits by worship style (contemporary, gospel, charismatic, traditional), denomination, language, and location, from [GospelChannel]…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. GospelChannel presents its church directory and first-visit guide as free, with no paid plans publicly listed."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "jan",
      "name": "Jan",
      "url": "https://jan.ai/",
      "short_summary": "Runs open-source AI models locally or connects to cloud models for chat, web search, and research",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing or paid plan amounts are shown on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "openyak",
      "name": "Openyak",
      "url": "https://open-yak.com/",
      "short_summary": "Reads local workspaces, runs tools, and returns finished artifacts (reports, tables, documents); automates office file tasks, data analysis, team ops briefs, a…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "BYOK",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "ChatGPT subscription",
              "price": "Direct",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier; paid: Direct (as published; no rate could be read)",
        "summary": "Free tier; paid: Direct (as published; no rate could be read). OpenYak offers a permanent $0 Free tier and $0 BYOK access, while cloud model usage or ChatGPT access is paid directly through the chosen provider or subscription."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "tokyo_restroom",
      "name": "Tokyo Restroom",
      "url": "https://toilet.gachi-tokusuru.com/en",
      "short_summary": "Built by someone with a weak stomach who loves ramen. When the emergency hits at Shinjuku station — a dozen train lines, hundreds of exits — you don't have tim…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing information was observed on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "constellation_engine",
      "name": "Constellation Engine",
      "url": "https://constellation-engine.com",
      "short_summary": "Local-first AI agent platform with persistent memory that grows across sessions. Uses graph-based recall and decay mechanisms to give agents continuity and ide…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "FREE",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Constellation Engine is presented as a free, open-source, local-first product with no paid pricing shown."
      },
      "home_niche": "agent-runtime-platform",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "lm_studio",
      "name": "Lm Studio",
      "url": "https://lmstudio.ai/",
      "short_summary": "Local AI model runtime that lets you run LLMs like GPT, Llama, Gemma, Qwen, and DeepSeek privately on your own hardware. Includes GUI app, headless deployment,…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Bionic+",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Bionic+",
              "price": "$20 USD / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$100 USD / month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "Free plan; paid from $20/mo",
        "summary": "Free plan; paid from $20/mo. LM Studio offers a free local plan, Bionic+ at $20 USD per month, and Pro at $100 USD per month."
      },
      "home_niche": "llm-serving-infrastructure",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "openvoiceui",
      "name": "Openvoiceui",
      "url": "https://openvoiceui.com",
      "short_summary": "Open-source voice-first AI assistant platform with canvas UI, 35+ skills, sub-agents, and self-hosted privacy. Build live web pages and automate business tasks…",
      "price": {
        "observed": false,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "OpenVoiceUI is offered as a free, MIT-licensed open-source platform with optional donations and managed hosting available by contacting the provider."
      },
      "home_niche": "personal-ai-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "pileax",
      "name": "Pileax",
      "url": "https://www.pileax.ai",
      "short_summary": "Local-first AI knowledge base system with built-in AI chat, note-taking, and agent integration. Supports multiple LLM providers and cross-platform deployment.",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. PileaX is presented as free software for macOS, Windows, and Linux, with no recurring monthly price publicly shown."
      },
      "home_niche": "personal-ai-assistant",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "rapid_mlx",
      "name": "Rapid Mlx",
      "url": "https://pypi.org/project/rapid-mlx",
      "short_summary": "runs local AI model inference on Apple Silicon, serving an OpenAI-compatible API for chat, coding, tool calling, and vision",
      "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": "llm-serving-infrastructure",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/local-ai-platform",
  "summary": {
    "niche": "local-ai-platform",
    "sector": "consumer-personal",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for local-ai-platform yet — too few comparable priced providers.",
      "benchmarks": [],
      "warnings": [
        "No priced providers meet the benchmark bar for this scope."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "local-ai-platform"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/local-ai-platform",
    "counts": {
      "listings_with_price_capture": 24,
      "listings_with_observed_public_price": 9,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "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": "observed_offers_only",
    "pricing_by_tier": null,
    "observed_offers": [
      {
        "billing": "unspecified_period",
        "unit": "flat",
        "count": 1,
        "offers": [
          {
            "provider": "osaurus",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 24,
      "listings_with_observed_public_price": 9,
      "normalized_observations": 0,
      "comparable_providers": 0,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "unrankable_or_unparseable": 1,
        "ambiguous_cadence": 1
      }
    },
    "pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
    "pricing_excluded_observations": {
      "unrankable_or_unparseable": 1,
      "ambiguous_cadence": 1
    },
    "billing_mix": {
      "free": 7,
      "freemium": 2
    },
    "free_tier_share": 1,
    "top_providers": [
      {
        "agent_id": "apfel",
        "name": "Apfel",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. Apfel is presented as a free, on-device macOS AI tool with no subscriptions, API keys, or token billing."
        },
        "observed": true
      },
      {
        "agent_id": "cognitive_gateway",
        "name": "cognitive-gateway",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No reliable public subscription or usage pricing was identified in the supplied homepage context."
        },
        "observed": false
      },
      {
        "agent_id": "localai",
        "name": "Localai",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The homepage identifies LocalAI as open-source and MIT licensed but shows no public pricing or paid plans."
        },
        "observed": false
      },
      {
        "agent_id": "localgpt",
        "name": "Localgpt",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public pricing is shown in the supplied homepage content, and a pricing page was not available."
        },
        "observed": false
      },
      {
        "agent_id": "binasmart",
        "name": "Binasmart",
        "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."
        },
        "observed": false
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "local-ai-platform"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "local-ai-platform",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "apfel"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "apfel"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

9 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
AApfelprovides CLI access, an OpenAI-compatible server, and interactive chat to the on-device LLM shipped with macOS via Apple Intelligence
mcpFreefree to use—100% livemcp100% live
FindweednyEverything involving Legal New York Cannabis. Search dispensaries, brands, licenses, deals and more.
mcpFreefree to use—100% livemcp100% live
Gospelchannel Church FinderFind a Christian church that fits by worship style (contemporary, gospel, charismatic, traditional), denomination, language, and location, from [GospelChannel]…
mcpFreefree to use—100% livemcp100% live
OpenyakReads local workspaces, runs tools, and returns finished artifacts (reports, tables, documents); automates office file tasks, data analysis, team ops briefs, a…
mcpFree tierpaid plans vary—100% livemcp100% live
CybercodeLocal AI agent platform with file system access, code execution, web scraping, and multimedia generation. Supports 30+ frontier LLMs (GPT-5.5, Claude, DeepSeek…
agentFreefree to use—100% liveagent100% live
Czero EnginePrivacy-first AI layer running locally on your device. Context-detection engine and agentic workflows inject AI assistance into any app without cloud data tran…
agentFreefree to use—100% liveagent100% live
NekoniLocal-first AI agent platform running on your machine via Ollama. Includes RAG, skill automation, P2P mobile access, and extensible tools—no cloud required.
agentFreefree to use—100% liveagent100% live
OsaurusNative macOS app for running AI agents locally on Apple Silicon. Supports open models (Ollama, MLX, LM Studio) plus cloud APIs (ChatGPT, Claude, Gemini). Persi…
agent$20from / mo—100% liveagent100% live
Qwe QweOffline AI agent that runs local LLMs on your GPU with zero cloud dependency. MIT licensed, 18 MB binary for private, on-device inference.
agentFreefree to use—100% liveagent100% 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.