emerging · 1.0 capabilitymarket actiondomainresource

Foundation Models

Score 20.9 / 100 125 providers +4 via APIs 13 APIs Search apis.io →
Business capabilities this tag reaches
Information & Data Management 2
Variants seen in the corpus: Foundation ModelFoundation Models

Providers using this tag (125)

Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.

Exemplar 2 Complete, well-documented, and agent-ready
Strong 4 Solid coverage with minor gaps
Developing 18 Usable, with meaningful gaps to close
Thin 20 Limited public surface area
Emerging 21 Early or largely undocumented
Minimal 60 Almost no public developer surface
MatterworksCompanyArtificial IntelligenceMetabolomicsOmics10.7Field AICompanyRoboticsArtificial IntelligenceEmbodied AI10.4Fundamental TechnologiesCompanyArtificial IntelligenceMachine LearningPredictive Analytics10.4DatologyAICompanyArtificial IntelligenceData CurationMachine Learning10.0Agile LoopCompanyArtificial IntelligenceAI AgentsLarge Action Models9.4Anto BiosciencesCompanyBiotechnologyLife SciencesArtificial Intelligence9.1Guide LabsCompanyEnterprise SaasArtificial IntelligenceInterpretability8.5InceptiveCompanyArtificial IntelligenceBiotechnologyRNA6.5Topos BioCompanyHealthcareDrug DiscoveryArtificial Intelligence6.3Vayu RoboticsCompanyRoboticsAutonomous VehiclesArtificial Intelligence5.1SophontCompanyArtificial IntelligenceMachine LearningHealthcare4.5Rhoda AiCompanyRoboticsArtificial Intelligence4.4Atlas DiscoveryCompanyBiotechnologyDrug DiscoveryArtificial Intelligence4.1ImbueArtificial IntelligenceResearchAgents3.8Nuance LabsCompanyArtificial IntelligenceEmotional Intelligence3.8Physical IntelligenceRoboticsVision Language ActionEmbodied AI3.8CelltypeCompanyBiotechnologyDrug DiscoveryArtificial Intelligence3.7Dyna RoboticsCompanyRoboticsArtificial IntelligenceMachine Learning3.7Elorian AICompanyArtificial IntelligenceMachine Learning3.4EnvariantCompanyArtificial IntelligenceInterpretability3.4Abinitio BioCompanyBiotechnologyArtificial IntelligenceDrug Manufacturing3.0Intelligence FactoryCompanyRoboticsEmbodied AI2.6ProfluentArtificial IntelligenceProtein DesignProtein Language Models10.7CradleProtein EngineeringGenerative BiologyGenerative AI1 API10.4Terray TherapeuticsCompanyBiotechnologyDrug DiscoveryArtificial Intelligence10.3Sakana AIArtificial IntelligenceLLMResearch1 API9.8HarkCompanyArtificial IntelligenceMachine Learning9.6Latent LabsArtificial IntelligenceGenerative AIBiology9.5Generally IntelligentCompanyArtificial IntelligenceResearch9.1Machine LearningMachine LearningMLOpsModel ServingInference9.1Reflection AICompanyArtificial IntelligenceAI Research7.9Irreverent LabsCompanyArtificial IntelligenceGenerative AIVideo Generation7.8SupermavenArtificial IntelligenceCode CompletionDeveloper ToolsIDE Plugins7.5CovariantRoboticsWarehouse RoboticsWarehouse AutomationIndustrial Robotics7.4Generate BiomedicinesGenerative BiologyProtein DesignDe Novo DesignDiffusion Models7.2Tera-aiCompanyRoboticsArtificial IntelligenceAutonomous Navigation7.1NoetikCompanyArtificial IntelligenceMachine LearningBiotechnology7.0ApptronikRoboticsHumanoid RobotsGeneral-Purpose RobotsEmbodied AI6.9SimileCompanyAi AppsSimulationHuman Behavior6.8AugmentaConstructionAECMEPElectrical Design6.5Efference AICompanyRoboticsComputer VisionPerception6.2MagicArtificial IntelligenceAGI ResearchCoding AgentsLong Context6.0Tahoe TherapeuticsCompanyDigital BiologySingle CellMachine Learning5.4Chef RoboticsRoboticsFood RoboticsFood ManufacturingMeal Assembly5.3Generalist AICompanyArtificial IntelligenceRobotics4.7Essential AIArtificial IntelligenceMachine LearningLLMopen-weight-models4.6Isomorphic LabsArtificial IntelligenceDrug DiscoveryPharmaceuticalsLife Sciences4.6Recursion PharmaceuticalsArtificial IntelligenceDrug DiscoveryBiotechnologyPharmaceuticals4.1Arc InstituteBiomedical ResearchComputational BiologyGenomicsDNA Foundation Models4.0Skild AIRoboticsEmbodied AIRobot Brain3.5Foundation Robotics LabsRoboticsHumanoid RobotsEmbodied AI3.4HumansCompanyArtificial IntelligenceMachine LearningFrontier AI3.3PhilonCompanyRoboticsArtificial IntelligenceResearch3.3Standard IntelligenceCompanyArtificial IntelligenceAGIMachine Learning3.3AbsciDrug DiscoveryBiotechnologyGenerative AIAntibody Design3.1FigureRoboticsHumanoid RobotsGeneral-Purpose RobotsEmbodied AI3.1HydeCompanyAi AppsArtificial IntelligenceMachine Learning3.0GraftCompanyArtificial IntelligenceMachine Learning2.1OctoAIAcquiredDefunctInferenceGenerative AI5 APIs0.0PhindAI Coding AssistantAI SearchDeveloper ToolsLLM2 APIs0.0

APIs with this tag (13)

Ranked by the provider's API Evangelist rating — the Kin Score is scored per provider, not per API, so every API of a provider shares its band. How the rating works →

Strong 4 Solid coverage with minor gaps
Developing 5 Usable, with meaningful gaps to close
Thin 1 Limited public surface area
Emerging 3 Early or largely undocumented

Companies reaching this through an API (4)

These companies publish an API, specification or operation carrying “Foundation Models” but do not classify their business under it. Listed unranked and kept out of the count above, because one tagged operation is not a statement about what a company does.

Amazon Web Services IBM Scale AI Superb AI

Score breakdown

Frequency
58.1
log-scaled weighted occurrences
Breadth
2.8
spread across providers
Quality lift
22.0
mean composite of providers using it
Cohesion
8.7
strength of nearest seed neighbor

Where this tag sits

125 providers carry this tag directly, and 420 counting the 1 narrower tag below — 295 more to reach.

Artificial Intelligence broader LLM 344 providers

Related tags

LLM 52 co-occurrences Chat Completions 22 co-occurrences Embodied AI 14 co-occurrences Inference 23 co-occurrences Fine-Tuning 12 co-occurrences Embeddings 18 co-occurrences Models 24 co-occurrences Model Training 9 co-occurrences

Where this tag comes from

Provider tag127
Api tag13
Openapi tag3
Openapi op tag5

Markets provisional

Kin Score markets whose measured providers carry this tag. Share is the fraction of the market's measured providers that carry it — it describes the market, not this tag.

MarketShare of the market's providers
AI Model Routing39%
Typed Decision Models27%

Cohort brief

Auto-generated

The 119 providers in the APIs.io catalog tagged Foundation Models, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
119
of 125 in the catalog
Mean Kin Score
21.6
-0.6 vs catalog 22.2
Mean Agent Readiness
11.9
-0.1 vs catalog 12
Spread
0–89
median 12.6 · σ 19.2
How the 119 split by band
Exemplar 2Strong 4Developing 18Thin 19Emerging 21Minimal 55
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 24.8 23.2 +1.6 119
Discoverability 58.8 57.9 +0.9 119
Contract Quality 18.1 17.2 +0.9 119
Operational Transparency 13.8 13 +0.8 119
Access Clarity 22.5 23.9 -1.4 119
Contract Governance 4.5 6.5 -2 119

A facet is averaged over the members that carry it, not over the whole cohort — the “Scored” column is that count. Averaging an absent facet as zero would score our own coverage gaps as the providers’ posture.

What this cohort publishes
ArtifactThis cohortCatalogDifference
MCP server (any) 20% 13% +7
MCP server (first-party) 20% 12% +8
Agent Skills 0% 0% 0
OAuth scopes 4% 11% -7
Security 98% 98% 0
Arazzo workflows 3% 2% +1
Governance rules 14% 16% -2

mcp_pct counts any mcp/ artifact including ones API Evangelist derived from the provider OpenAPI; mcp_first_party_pct counts only servers the provider publishes. Prefer the latter.

Top by Kin Score
  1. 1 Anthropic 89
  2. 2 OpenAI 84.5
  3. 3 Perplexity 61.6
  4. 4 NVIDIA NIM 60.6
  5. 5 Amazon Nova 60.2
  6. 6 H Company 57.7
  7. 7 Prime Intellect 53.9
  8. 8 Google Gemini 53.5
  9. 9 Relace 52.4
  10. 10 Yutori 51.7
Top by Agent Readiness
  1. 1 Perplexity 61.6
  2. 2 OpenAI 58.4
  3. 3 Prior Labs 54.8
  4. 4 Fastino Labs 54.6
  5. 5 Yutori 51.1
  6. 6 Amazon Nova 50.5
  7. 7 Anthropic 47.6
  8. 8 H Company 46.4
  9. 9 Relace 38.8
  10. 10 Together AI 38
All 125 members of this roster resolve to a provider in the catalog; 119 carry a score (95%). The figures above describe the scored members only.
Coverage caveat. 108 of 119 scored members had under half their catalog-attributable points satisfied at all (catalog_earned / catalog_max < 0.5). They are INCLUDED in the mean above. A large share here means the cohort mean is partly a measurement of how far our enrichment reached, not only of how these providers publish.Generated from the catalog build of 24 October 2026, across 31984 providers, using the same computation served by the APIs.io cohort API. Briefs are published for rosters of 5 or more scored providers; below that a distribution is not meaningful.

Work with this as data

Every tag here is available over the APIs.io API and to AI agents over MCP.

MCP server

One button, every client — Claude, Cursor, VS Code and the rest.

https://apis.io/mcp

Tools for tags

7 MCP tools reach this
  • find_tagsBrowse and filter every tag in the catalog.
  • get_cohortThis tag as a scored cohort — every provider carrying it, with scores.
  • cohort_statsPRO — the distribution across this tag: mean, median, band split, adoption rates.
  • cohort_rankingsPRO — the leaderboard, on composite AND agent-readiness axes.
  • apis_io_searchSTART HERE — APIs, providers and tags for one query, each with its total.
  • resolveTurn a domain, URL or GitHub org into the provider it belongs to.
  • find_cohortsEvery scored population of providers in the catalog.
All 92 tools →

Call it yourself

curl for this page
This tag
curl "https://apis.io/api/v1/tags/foundation-models"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/foundation-models"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/foundation-models/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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