niche · -0.9 capabilitymarket actiondomainresource

Foundation Models

Score 19.9 / 100 127 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 (127)

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

Exemplar 2 Complete, well-documented, and agent-ready
Strong 11 Solid coverage with minor gaps
Developing 15 Usable, with meaningful gaps to close
Thin 20 Limited public surface area
Emerging 26 Early or largely undocumented
SenseTimeCompanyArtificial IntelligenceMachine Learning1 API24.2MosaicMLArtificial IntelligenceModel TrainingPretraining21.0VirgoCompanyArtificial IntelligenceMachine LearningHealthcare1 API17.9General IntuitionCompanyArtificial IntelligenceMachine Learning17.4AquinArtificial IntelligenceMachine LearningOpen Source15.8Synthetic SciencesCompanyArtificial IntelligenceMachine LearningScientific Research1 API15.8Liquid AIArtificial IntelligenceLLMInference1 API14.8Genesis AICompanyEnterprise AIRoboticsArtificial Intelligence14.7Field AICompanyRoboticsArtificial IntelligenceEmbodied AI11.8Fundamental TechnologiesCompanyArtificial IntelligenceMachine LearningPredictive Analytics11.8Outpost BioCompanyArtificial IntelligenceMachine Learning11.6DatologyAICompanyArtificial IntelligenceData CurationMachine Learning11.4Inflection AIArtificial IntelligenceLLMPersonal AIPI1 API25.4ProsciaCompanyHealthcareDigital PathologyPathology2 APIs25.0BrightAICompanyPhysical AIIndustrial IoTInfrastructure Monitoring2 APIs23.8PaigeCompanyArtificial IntelligenceMachine LearningHealthcare21.7BaiduCompanyTechnologyArtificial IntelligenceMachine Learning2 APIs17.4Latent LabsArtificial IntelligenceGenerative AIBiology16.2Neptune.aiMachine LearningMLOpsExperiment Tracking2 APIs16.0LlamaArtificial IntelligenceLLMMachine LearningMeta4 APIs13.4Ambi RoboticsRoboticsAI RoboticsEmbodied AIParcel Sortation12.9ProfluentArtificial IntelligenceProtein DesignProtein Language Models12.3CognichipCompanySemiconductorsArtificial IntelligenceChip Design12.2Terray TherapeuticsCompanyBiotechnologyDrug DiscoveryArtificial Intelligence11.7Sunday RoboticsCompanyPhysical AIRoboticsHome Automation11.4CradleProtein EngineeringGenerative BiologyGenerative AI1 API11.3
Minimal 53 Almost no public developer surface
Anto BiosciencesCompanyBiotechnologyLife SciencesArtificial Intelligence10.8AdeptArtificial IntelligenceAgentsAction Models5 APIs9.7MatterworksCompanyArtificial IntelligenceMetabolomicsOmics9.5Guide LabsCompanyEnterprise SaasArtificial IntelligenceInterpretability9.2Agile LoopCompanyArtificial IntelligenceAI AgentsLarge Action Models9.1InceptiveCompanyArtificial IntelligenceBiotechnologyRNA6.2Topos BioCompanyHealthcareDrug DiscoveryArtificial Intelligence6.2Slingshot AICompanyMental HealthArtificial IntelligenceResearch5.0Vayu RoboticsCompanyRoboticsAutonomous VehiclesArtificial Intelligence4.3SophontCompanyArtificial IntelligenceMachine LearningHealthcare4.1Rhoda AiCompanyRoboticsArtificial Intelligence3.6Atlas DiscoveryCompanyBiotechnologyDrug DiscoveryArtificial Intelligence3.5ImbueArtificial IntelligenceResearchAgents3.2Physical IntelligenceRoboticsVision Language ActionEmbodied AI3.2CelltypeCompanyBiotechnologyDrug DiscoveryArtificial Intelligence3.0Dyna RoboticsCompanyRoboticsArtificial IntelligenceMachine Learning2.9Elorian AICompanyArtificial IntelligenceMachine Learning2.9EnvariantCompanyArtificial IntelligenceInterpretability2.6Intelligence FactoryCompanyRoboticsEmbodied AI2.6Abinitio BioCompanyBiotechnologyArtificial IntelligenceDrug Manufacturing2.1HarkCompanyArtificial IntelligenceMachine Learning10.9Generally IntelligentCompanyArtificial IntelligenceResearch10.7Reflection AICompanyArtificial IntelligenceAI Research9.7Sakana AIArtificial IntelligenceLLMResearch1 API9.4Irreverent LabsCompanyArtificial IntelligenceGenerative AIVideo Generation8.3NoetikCompanyArtificial IntelligenceMachine LearningBiotechnology7.9SupermavenArtificial IntelligenceCode CompletionDeveloper ToolsIDE Plugins7.7Tera-aiCompanyRoboticsArtificial IntelligenceAutonomous Navigation7.1Generate BiomedicinesGenerative BiologyProtein DesignDe Novo DesignDiffusion Models6.7ApptronikRoboticsHumanoid RobotsGeneral-Purpose RobotsEmbodied AI6.5CovariantRoboticsWarehouse RoboticsWarehouse AutomationIndustrial Robotics6.5SimileCompanyAi AppsSimulationHuman Behavior6.4MagicArtificial IntelligenceAGI ResearchCoding AgentsLong Context6.1AugmentaConstructionAECMEPElectrical Design5.6Efference AICompanyRoboticsComputer VisionPerception5.6Tahoe TherapeuticsCompanyDigital BiologySingle CellMachine Learning4.9Essential AIArtificial IntelligenceMachine LearningLLMOpen-Weight Models4.6Chef RoboticsRoboticsFood RoboticsFood ManufacturingMeal Assembly4.4Isomorphic LabsArtificial IntelligenceDrug DiscoveryPharmaceuticalsLife Sciences4.3Generalist AICompanyArtificial IntelligenceRobotics4.2Recursion PharmaceuticalsArtificial IntelligenceDrug DiscoveryBiotechnologyPharmaceuticals3.8Arc InstituteBiomedical ResearchComputational BiologyGenomicsDNA Foundation Models3.4HumansCompanyArtificial IntelligenceMachine LearningFrontier AI3.2Foundation Robotics LabsRoboticsHumanoid RobotsEmbodied AI2.8PhilonCompanyRoboticsArtificial IntelligenceResearch2.8Standard IntelligenceCompanyArtificial IntelligenceAGIMachine Learning2.8Skild AIRoboticsEmbodied AIRobot Brain2.6AbsciDrug DiscoveryBiotechnologyGenerative AIAntibody Design2.3FigureRoboticsHumanoid RobotsGeneral-Purpose RobotsEmbodied AI2.3GraftCompanyArtificial IntelligenceMachine Learning2.1HydeCompanyAi AppsArtificial 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 →

Exemplar 3 Complete, well-documented, and agent-ready
Strong 3 Solid coverage with minor gaps
Developing 3 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
54.8
log-scaled weighted occurrences
Breadth
1.6
spread across providers
Quality lift
22.7
mean composite of providers using it
Cohesion
8.1
strength of nearest seed neighbor

Where this tag sits

127 providers carry this tag directly, and 482 counting the 1 narrower tag below — 355 more to reach.

Artificial Intelligence broader LLM 405 providers

Related tags

LLM 54 co-occurrences Embodied AI 14 co-occurrences Chat Completions 21 co-occurrences Fine-Tuning 12 co-occurrences Inference 23 co-occurrences Model Training 9 co-occurrences Models 26 co-occurrences Embeddings 16 co-occurrences

Where this tag comes from

Provider tag127
Api tag13
Openapi op tag5
Openapi tag2

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 120 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
120
of 127 in the catalog
Mean Kin Score
23.2
-0.9 vs catalog 24.1
Mean Agent Readiness
13.5
-0.6 vs catalog 14.1
Spread
0–86.4
median 15.3 · σ 20.5
How the 120 split by band
Exemplar 2Strong 10Developing 15Thin 20Emerging 26Minimal 47
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Operational Transparency 16.6 13.2 +3.4 120
Developer Ergonomics 26.7 24.5 +2.2 120
Contract Quality 19.9 18.6 +1.3 120
Discoverability 59.6 59.1 +0.5 120
Contract Governance 7.6 9.7 -2.1 120
Access Clarity 25.1 30 -4.9 120

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) 23% 18% +5
MCP server (first-party) 24% 16% +8
Agent Skills 0% 0% 0
OAuth scopes 5% 13% -8
Security 99% 99% 0
Arazzo workflows 3% 1% +2
Governance rules 34% 36% -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 86.4
  2. 2 OpenAI 82.5
  3. 3 Microsoft Azure AI Foundry 66.3
  4. 4 Perplexity 65.7
  5. 5 Kimi (Moonshot AI) 64.8
  6. 6 Amazon Bedrock 64.3
  7. 7 Amazon Nova 63.6
  8. 8 H Company 61.8
  9. 9 Google Gemini 61.7
  10. 10 NVIDIA NIM 59.7
Top by Agent Readiness
  1. 1 Perplexity 67.7
  2. 2 OpenAI 58.4
  3. 3 Cascade 58.2
  4. 4 Prior Labs 54.8
  5. 5 Fastino Labs 54.6
  6. 6 Yutori 52
  7. 7 Amazon Bedrock 48.9
  8. 8 Anthropic 47.6
  9. 9 Amazon Nova 47
  10. 10 H Company 45.5
All 127 members of this roster resolve to a provider in the catalog; 120 carry a score (94%). The figures above describe the scored members only.
Coverage caveat. 104 of 120 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 14 November 2026, across 41591 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

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