Models
Variants seen in the corpus:
Modelsmodels
Providers using this tag (203)
Ranked by API Evangelist rating — Exemplar and Strong are expanded by default.
Exemplar 7 Complete, well-documented, and agent-ready
Strong 33 Solid coverage with minor gaps
Developing 77 Usable, with meaningful gaps to close
Hugging FaceMistral AISambaNova SystemsRightNow AIInceptionAmazon Fraud DetectorH2O.aiAkkioParasailZenMLPortkey0G LabsSuper.aiUniversity of California, San DiegoKugelAudioOpenRouterPlandexFixieCapySpAItialDeepgramTrueFoundryMicrosoft Windows 10Aleph AlphaAnthropic ClaudeStepFunAltimate AIRouterPlexRecursal AI, Inc.Understudy LabsFlexAIAmazon DeepRacerFlowableIBM Language TranslatorGeminiHeliconeAIMLAPIShapesInception LabsHugging Face TransformersLettaBigMLGalileo TechnologiesAsk SageGoogle Vertex AICoreWeaveBentoMLMacrometaSAS InstituteZeroEntropyGoogle BigQueryRequestyBytezSlope Software.txtAdvanced Micro DevicesDeepSeekWanAPIsCerebrasFeatherless AIAnysphereChutesSalesforce EinsteinLangDBNscaleSUTRA (Two AI)Arcee AIRunwareCar API (carapi.app)ActivitiCentMLSync LabsOllamaPredibasenexos.aiUberduckTargon
Thin 69 Limited public surface area
SAP Business IntelligenceSambaNovaMindlogicSeldonTensorFlowglhfKimi (Moonshot AI)OvershootRekaPhysnaPoolsideApache KylinBlaxelSecton APIKluScalable Inference ServingEnvoyQubrid AIXiaomiMOSTLY AIMarqoGlama AITabbyQuoraPositronCometAPIKlaus AINot DiamondTogether AIInternational Business MachinesCharles UniversityPiecesGroqTaalasLucidworksTextcortexArmadaGoogle TensorFlowLiteLLMShapewaysClearMLcohereMistral AIovershoot.aiosmAPIRespeecherSarj AI Developer APIMoonshot AIInworld AILangfuseWomboCancer.govDepartment of TransportationLunarydottxtMicrosoft Azure AI FoundryLM StudioKServeQwenArchiMateDeepInfraHyperbolicVehicle APIAiderFlowableSiliconFlowOpenPipeCensusGradient
APIs with this tag (206)
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 7 Complete, well-documented, and agent-ready
Salesforce Models APIThe Models API from Salesforce — 2 operation(s) for models.RudderStack Reverse ETL APIThe RudderStack Reverse ETL API manages warehouse-source-to-SaaS-destination syncs, including model definit...NVIDIA NIM Models APIOpenAI-compatible model catalog endpoint (/v1/models) returning the list of models served by the NIM endpoi...Hightouch Models APIModel definitions (SQL, table, dbt, visual) over a source.BlueConic Models APIThe following methods allow you to create, modify, retrieve, and delete machine learning Models in ONNX for...Anthropic Models APIList and inspect Claude models including Opus 4.7, Sonnet 4.6, and Haiku 4.5. The response includes max_inp...Inworld AI Models APIDiscover available models.
Strong 34 Solid coverage with minor gaps
Flora.ai APIThe Flora.ai public REST API (v1.6.0) exposes the FLORA creative canvas programmatically: discover and run ...Amazon SageMaker Models APIOperations for managing SageMaker models.Factset Models APIThe Models API from Factset — 5 operation(s) for models.Affinda Document Types APIManage document type definitions — the model configuration governing how a specific document category (invo...Hyperbolic Models APIList available inference modelsRefuel Cloud APIThe full Refuel Cloud REST API — 108 operations across 77 paths, harvested verbatim from https://cloud-api....OpenAI Models APIList and describe the various models available in the API.Bentley Systems Models APIModels resources for the iTwin P&ID to iTwin API.Cerebras Systems Models APIThe Models API from Cerebras Systems — 2 operation(s) for models.Corti Models APIOpenAI-compatible (Chat Completions, Responses, Completions, Embeddings) and Anthropic-compatible (Messages...GitHub Models APIThe GitHub Models API provides access to the GitHub Models catalog, letting you list and retrieve details a...Boomi Models APIManage data models that define the schema and rules for master data domains.Seekr Models APIThe Models API from Seekr — 8 operation(s) for models.Autodesk Models APIThe Models API from Autodesk — 1 operation(s) for models.Paperspace Models APIRegister and manage trained ML models in the Paperspace Gradient model registry. Models can be associated w...Leonardo.AI Models APIThe Models API from Leonardo.AI — 4 operation(s) for models.Ablo Models APIThe models API from Ablo — 2 operation(s) for models.Sketchfab Download APIProgrammatic download of 3D models from Sketchfab's library in glTF, GLB, and USDZ formats. Requires end-us...Sketchfab Models APIManage 3D models — upload, list, retrieve, update, delete.Sketchfab oEmbed APIoEmbed-protocol endpoint at https://sketchfab.com/oembed that returns JSON containing an HTML snippet for ...Omni Models APICreate and manage data modelsMicrosoft Azure AI Foundry APIMicrosoft Foundry is a unified Azure platform-as-a-service offering for enterprise AI operations, model bui...Civitai Models APICatalog of model checkpoints, LoRAs, embeddings, and VAEs.Perplexity Models APIThe Models API from Perplexity — 1 operation(s) for models.SpAItial models APIModel discovery endpointsVercel Models APIList available AI modelsGumloop Models APIThe Models API from Gumloop — 1 operation(s) for models.Martian Models APIThe Models API from Martian — 1 operation(s) for models.JFrog Models APIML model registry and managementAnaconda Models APIThe Models API from Anaconda — 5 operation(s) for models.Atlassian Models APIThe Models API from Atlassian — 3 operation(s) for models.Amazon API Gateway Models APIOperations for managing API data modelsClaude Models APIList and retrieve available Claude modelsReplicate Models APIThe Models API from Replicate — 1 operation(s) for models.
Developing 75 Usable, with meaningful gaps to close
Hugging Face Models APIOperations for managing and querying models on the HubMistral AI Models APIModel management operationsSambaNova Systems Models APIThe Models API from SambaNova Systems — 2 operation(s) for models.RightNow AI Models APIThe Models API from RightNow AI — 2 operation(s) for models.Inception Models APIList available models.Amazon Fraud Detector Models APIML model training and versioningH2O.ai Models APIThe Models API from H2O.ai — 19 operation(s) for models.Akkio Models APILegacy v1 models surface. List trained models and POST rows to a model to receive predictions with per-clas...Parasail Models APIDiscover the models currently exposed on the serverless tier.ZenML Models APIRegistered models and their versionsPortkey Models APIList and describe the various models available in the API.0G Labs Models APIThe Models API from 0G Labs — 1 operation(s) for models.Super.ai models APIModel operations for querying available AI models and their configurations. Model endpoints provide informa...KugelAudio Models APIThe Models API from KugelAudio — 1 operation(s) for models.OpenRouter Models APIDiscover available models and their endpoints.Plandex Models APIModel packs, custom models, custom providers, default settings.Fixie models APIThe models API from Fixie — 1 operation(s) for models.Capy models APIThe models API from Capy — 1 operation(s) for models.SpAItial models APIModel discovery endpointsDeepgram Models APIRetrieve available model metadata.TrueFoundry Models APIAvailable model listingMicrosoft Windows 10 Models APIThe Models API from Microsoft Windows 10 — 2 operation(s) for models.Aleph Alpha Models APIThe models API from Aleph Alpha — 6 operation(s) for models.Anthropic Claude Models APIList and inspect available Claude models.StepFun Models APIList available Step models, retrieve a single model, and inspect the model object.Altimate AI Models APIThe Models API from Altimate AI — 1 operation(s) for models.RouterPlex Models APIThe Models API from RouterPlex — 1 operation(s) for models.Recursal AI, Inc. Models APIModel catalog and metadataUnderstudy Labs Models APIThe Models API from Understudy Labs — 2 operation(s) for models.FlexAI Models APIModel catalogAmazon DeepRacer Models APIManage reinforcement learning models for autonomous racingFlowable Models APIThe Models API from Flowable — 4 operation(s) for models.IBM Language Translator Models APIOperations for managing translation modelsGemini Models APIList and inspect available Gemini modelsHelicone Models APIThe Models API from Helicone — 2 operation(s) for models.AIMLAPI Models APIList and describe the various models available in the API. You can refer to the [Models](https://aimlapi.co...Shapes Models APIThe Models API from Shapes — 1 operation(s) for models.Inception Labs Models APIList available models.Hugging Face Transformers models APIGet information from all models on the Hub.Letta Models APIList available chat and embedding models exposed by configured providers.BigML Models APITrain and manage decision tree modelsGalileo Technologies models APIThe models API from Galileo Technologies — 5 operation(s) for models.Ask Sage Models APIAI model managementGoogle Vertex AI Models APIManage ML modelsCoreWeave Inference APIThe CoreWeave Inference API manages Deployments, Gateways, and Capacity Claims for serverless and dedicated...BentoML models APImodelsMacrometa Models APIThe Models API from Macrometa — 1 operation(s) for models.SAS Institute Models APIThe Models API from SAS Institute — 2 operation(s) for models.ZeroEntropy Models APIThe Models API from ZeroEntropy — 2 operation(s) for models.Google BigQuery Models APIOperations for managing BigQuery ML modelsRequesty Models APICatalog of routable models.Bytez Models APIThe Models API from Bytez — 3 operation(s) for models.Slope Software Models APIThe Models API from Slope Software — 13 operation(s) for models..txt models APIList and retrieve information about available models. Use these endpoints to discover which models you have...Advanced Micro Devices Models APIAI model deployment and managementDeepSeek Models APIThe Models API from DeepSeek — 1 operation(s) for models.WanAPIs Models APIDiscover the models available in the marketplace.Cerebras Models APIDiscover available models.Featherless AI Models APIModel catalog discovery.Anysphere Models APIThe Models API from Anysphere — 1 operation(s) for models.Chutes Models APIList models available on the Chutes network.Salesforce Einstein Models APIManage Einstein Discovery prediction modelsLangDB Models APICatalog of models available through the gateway.Nscale Models APIModel catalog discovery.SUTRA (Two AI) Models APIList available SUTRA models.Arcee AI Models APIThe Models API from Arcee AI — 2 operation(s) for models.Car API (carapi.app) Models APIThe Models API from Car API (carapi.app) — 1 operation(s) for models.Activiti Models APIApi Model ResourceCentML Models APIThe Models API from CentML — 2 operation(s) for models.Sync Labs Models APIAvailable AI model listingOllama Models APIList, show, create, copy, pull, push, and delete models.Predibase Models APIThe Models API from Predibase — 1 operation(s) for models.nexos.ai Models APIList available models.Uberduck Models APIList available text-to-speech models by provider.Targon Models APIList models available on Targon.
Thin 73 Limited public surface area
SAP Business Intelligence Models APIManage data models and dimensionsSambaNova Models APIThe Models API from SambaNova — 1 operation(s) for models.Mindlogic Models APIThe Models API from Mindlogic — 2 operation(s) for models.Seldon Models APISeldon Core Model APIs for Seldon DeployTensorFlow Models APIModel status and metadata operationsglhf Models APIThe Models API from glhf — 1 operation(s) for models.Kimi (Moonshot AI) Models APIThe Models API from Kimi (Moonshot AI) — 1 operation(s) for models.Kimi Models APILists models available to the authenticated account and exposes per-model metadata (context window, modalit...Overshoot Models APIThe Models API from Overshoot — 2 operation(s) for models.Reka Models APIList and describe available Reka models.Physna Models APIThe Models API from Physna — 16 operation(s) for models.Poolside models APIThe models API from Poolside — 1 operation(s) for models.Apache Kylin Models APIData model managementBlaxel Models APIThe Models API from Blaxel — 3 operation(s) for models.Secton API Models APIThe Models API from Secton API — 1 operation(s) for models.Klu Models APILLM providers and models available in the workspace.Scalable Inference Serving Models APIModel management and metadata operationsEnvoy Models APIModel listing endpoints for discovering available AI models configured in the gateway routes.Qubrid AI Models APIList and retrieve details about the open-source AI models available for inference on the Qubrid AI platform...Xiaomi Models APIThe Models API from Xiaomi — 1 operation(s) for models.MOSTLY AI Models APIThe Models API from MOSTLY AI — 1 operation(s) for models.Marqo Models APIInspect, load, and eject embedding models from the engine.Glama AI Models APIThe Models API from Glama AI — 2 operation(s) for models.Tabby Models APIModel registry configured on the server.Quora Models APIDiscover available bots and models.Positron Models APIThe models API from Positron — 5 operation(s) for models.CometAPI Models APIList of supported models routable by CometAPI.Klaus Platform APIThe Klaus platform API at api.klausai.com is a tRPC RPC surface used by the first-party @klausai/cli comman...Not Diamond Models APIThe Models API from Not Diamond — 1 operation(s) for models.Together AI Models APIThe Models API from Together AI — 1 operation(s) for models.International Business Machines Models APIManage custom models.Charles University models APIOperations related to translation modelsPieces Models APILocal and cloud LLMs available to Pieces OS.Groq Models APIThe Models API from Groq — 2 operation(s) for models.Taalas APITaalas-native REST interface for running inference against the HC1 hardcore-model silicon. Three operations...Taalas Models APIThe Models API from Taalas — 1 operation(s) for models.Lucidworks Models APIManage modelsTextcortex Models APIDiscover OpenAI-compatible TextCortex models.Armada Models APIThe Models API from Armada — 3 operation(s) for models.TensorFlow Hub APITensorFlow Hub provides a repository of reusable trained machine learning models. The API allows developers...LiteLLM Fine-Tuning APIProvides an OpenAI-compatible /fine_tuning endpoint for model fine-tuning operations across supported provi...Shapeways Models APIUpload, list, retrieve, and delete 3D models.ClearML Models APIThe Models API from ClearML — 4 operation(s) for models.ClearML REST APIThe ClearML REST API is organized into services: auth (login/credentials), projects, tasks (experiments), w...Cohere Models APIThe Cohere Models API allows developers to list and retrieve information about available Cohere models, inc...Mistral AI Models APIModels management API for listing available models, retrieving model details, and managing fine-tuned models.overshoot.ai Models APIThe Models API from overshoot.ai — 2 operation(s) for models.osmAPI Models APIThe Models API from osmAPI — 1 operation(s) for models.Respeecher models APIThe models API from Respeecher — 1 operation(s) for models.Sarj AI Developer API Models APIThe Models API from Sarj AI Developer API — 2 operation(s) for models.Moonshot AI Models APIThe Models API from Moonshot AI — 1 operation(s) for models.Inworld AI Models APIAvailable modelsLangfuse Models APIThe Models API from Langfuse — 2 operation(s) for models.Wombo Models APIModel discoveryNCI MoDaC APIThe NCI Model and Data Clearinghouse (MoDaC) API provides programmatic access to cancer research data, comp...Department of Transportation Models APIVehicle modelsLunary Models APIThe Models API from Lunary — 2 operation(s) for models.dottxt Models APIModels available to your API key.Azure AI Foundry REST APIREST API for managing Foundry projects, hubs, model deployments, agents, threads, runs, and evaluations. Au...Microsoft Azure AI Foundry Models APIModel and deployment metadataLM Studio Models APIList, load, unload, and download local models.KServe Models APIThe Models API from KServe — 7 operation(s) for models.Qwen Models APIThe Models API from Qwen — 1 operation(s) for models.ArchiMate Models APIArchiMate model managementDeepInfra Models APIThe Models API from DeepInfra — 2 operation(s) for models.Hyperbolic Models APIThe Models API from Hyperbolic — 1 operation(s) for models.Vehicle API Models APIVehicle model informationAider Models APIAider Commands That Switch or Query LLM Models.Flowable Models APIThe Models API from Flowable — 1 operation(s) for models.SiliconFlow Models APIThe Models API from SiliconFlow — 1 operation(s) for models.OpenPipe Models APIThe Models API from OpenPipe — 2 operation(s) for models.Census Models APIModeled queries that drive activationsGradient Models APIModel listing and management
Emerging 17 Early or largely undocumented
Scenario Models APIList, inspect, and manage custom and base AI models available to a Scenario account. Returns training statu...Open WebUI APIREST API exposed by a self-hosted Open WebUI instance. Endpoints cover chat completions (proxying upstream ...Determined AI Models APIManage modelsApache OpenNLP Models APIThe Models API from Apache OpenNLP — 2 operation(s) for models.Autotrader Taxonomy APIProvides structured data for vehicle makes, models, generations, and derivatives. Used to build consistent ...Nous Research Models APIModel discovery and catalog.Enterprise Architect Automation InterfaceCOM-based Automation Interface providing programmatic access to Enterprise Architect repositories, models, ...Darktrace OmniAPIThe Darktrace OmniAPI is a gated REST API hosted on each customer's Darktrace cloud instance at .cloud.darktraGretel REST APIREST API for Gretel's synthetic data platform. Lets you ingest data, manage projects, train models, run rec...Amazon Web Services Models APIThe Models API from Amazon Web Services — 3 operation(s) for models.Llama Models (open weights)Open-weight Llama model family available for direct download and self-hosted inference, distributed under M...TorchVision APIComputer vision library for PyTorch with datasets, models, and transforms.Boeing Aircraft Models APIThe Boeing Aircraft Models API provides model characteristics of commercial and business aviation aircraft ...Phind Open-Weight ModelsPhind's genuinely public developer artifacts - open-weight models published to the Phind organization on Hu...CHAOSS Metrics CatalogThe CHAOSS Metrics catalog is a community-maintained, structured reference of community-health metrics orga...Fluxx Records APIRESTful create, list, get, update, and delete access to Fluxx model records such as GrantRequest, Organizat...EquipmentWatch Taxonomy APIFoundational API providing access to EquipmentWatch's manufacturer and model database, covering the taxonom...
Score breakdown
Frequency
72.3
log-scaled weighted occurrences
Breadth
5.6
spread across providers
Quality lift
51.7
mean composite of providers using it
Cohesion
23.1
strength of nearest seed neighbor
Related tags
Chat 73 co-occurrences
Embeddings 45 co-occurrences
Inference 51 co-occurrences
LLM 67 co-occurrences
Completions 28 co-occurrences
Large Language Models 28 co-occurrences
OpenAI-Compatible 25 co-occurrences
Chat Completions 21 co-occurrences
Where this tag comes from
Api tag207
Provider tag4
Openapi tag169
Openapi op tag471
Cohort brief
Auto-generatedThe 203 providers in the APIs.io catalog tagged Models, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.
Providers
203
all scored
Mean Kin Score
42.6
+21.9 vs catalog 20.7
Mean Agent Readiness
26
+16.3 vs catalog 9.7
Spread
11.1–83.3
median 41.7 · σ 13.3
How the 203 split by band
Exemplar 7Strong 33Developing 77Thin 69Emerging 17Minimal 0
Facet averages, against the whole catalog
| Facet | This cohort | Catalog | Difference | Scored |
|---|---|---|---|---|
| Contract Quality | 52.3 | 17.5 | +34.8 | 203 |
| Developer Ergonomics | 44 | 17.9 | +26.1 | 203 |
| Access Clarity | 39.8 | 22.3 | +17.5 | 203 |
| Operational Transparency | 27 | 11.3 | +15.7 | 203 |
| Discoverability | 73 | 60.4 | +12.6 | 203 |
| Contract Governance | 14.9 | 6.4 | +8.5 | 203 |
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
| Artifact | This cohort | Catalog | Difference |
|---|---|---|---|
| MCP server (any) | 40% | 16% | +24 |
| MCP server (first-party) | 14% | 7% | +7 |
| Agent Skills | 0% | 0% | 0 |
| OAuth scopes | 14% | 9% | +5 |
| Security | 99% | 88% | +11 |
| Arazzo workflows | 14% | 2% | +12 |
| Governance rules | 47% | 13% | +34 |
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 Salesforce 83.3
- 2 RudderStack 80.2
- 3 NVIDIA NIM 71.2
- 4 Hightouch 70.6
- 5 BlueConic 68.8
- 6 Anthropic 68.6
- 7 Inworld AI 66.7
- 8 FLORA 65.9
- 9 Amazon SageMaker 65
- 10 Factset 64.8
Top by Agent Readiness
- 1 FLORA 62.4
- 2 Hightouch 61.2
- 3 Sarj AI Developer API 60.4
- 4 Hugging Face Transformers 53.9
- 5 Factset 52.8
- 6 Salesforce 52.2
- 7 RudderStack 52
- 8 Microsoft Azure 49.6
- 9 Gumloop 47.3
- 10 BlueConic 47
All 203 members of this roster resolve to a scored provider in
the catalog.Generated from the catalog build of
25 August 2026, across 26891
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.
Call it yourself
curl for this page
This tag
curl "https://apis.io/api/v1/tags/models"
All tags
curl "https://apis.io/api/v1/tags?limit=25"
As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/models"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/models/stats" \
-H "X-API-Key: $APIS_IO_KEY"Discovery needs no key. Ratings and market analysis are Pro.