established · 0.2 capabilitymarket actiondomain

OpenAI-Compatible

Score 26.5 / 100 38 providers +28 via APIs 44 APIs Search apis.io →
Workflows using this tag
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Business capabilities this tag reaches
Information & Data Management 1

Providers using this tag (38)

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

Exemplar 1 Complete, well-documented, and agent-ready
Strong 2 Solid coverage with minor gaps
Developing 13 Usable, with meaningful gaps to close
Thin 18 Limited public surface area
Emerging 4 Early or largely undocumented

APIs with this tag (40)

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 4 Complete, well-documented, and agent-ready
Strong 5 Solid coverage with minor gaps
Developing 7 Usable, with meaningful gaps to close
Thin 18 Limited public surface area
Dartmouth Chat AI APIAn OpenAI- and Anthropic-compatible API over large language, embedding and reranking models running on Dart...38.0WanAPIs Unified AI APIOpenAI-compatible REST API gateway aggregating GPT, Claude, Gemini, DeepSeek, plus image, video, and audio ...37.5Cerebrium OpenAI Compatible APIThe OpenAI Compatible API from Cerebrium — 2 operation(s) for openai compatible.37.1IO Intelligence APIOpenAI-compatible inference API for open-source AI models hosted on io.net's decentralized GPU network. Exp...35.8LinkAGI Model API OpenAI compatible APIOpenAI-compatible Chat Completions and Responses routes.34.0WeaveAPI OpenAI-compatible APIOpenAI-wire-compatible REST API for chat completions, responses-style requests and the model catalog, authe...34.0King's e-Research AI Hub APIAn OpenAI-compatible LLM inference API operated by King's e-Research for researchers, students and staff. P...33.5TUD:AI LLM APIAn OpenAI-compatible LLM inference API operated by ZIH and ScaDS.AI Dresden/Leipzig for TU Dresden staff, s...32.6Lingyiwanwu Platform APIOpenAI-compatible chat completions and vision endpoints for the Yi model family. Base URL https://api.lingy...31.5Mango LLMBoost Inference Server APILLMBoost is MangoBoost's enterprise LLM inference server. It serves the OpenAI REST API on /v1 so an existi...30.7DashScope (Alibaba Cloud Model Studio) APINative Alibaba Cloud Model Studio API serving the Qwen model family. Provides chat completions, multimodal ...30.6EigenAIEigenAI exposes deterministic, verifiable LLM inference over an OpenAI-compatible API surface, with executi...30.4Glama AI GatewayOpenAI-compatible LLM gateway exposing 90+ models from OpenAI, Anthropic, Google, DeepSeek, Mistral, xAI, M...29.6Volcano Engine Ark APIOpenAI-compatible chat, responses, embedding, batch, image (Seedream), video (Seedance), 3D, and TTS APIs s...28.8Hyperbolic Serverless Inference APIOpenAI-compatible inference API for 25+ open-source models. Surfaces include text chat, vision, image gener...27.8Aster Inference APIOpenAI-compatible inference API from Aster serving open-weight models (gpt-oss-120b, gpt-oss-120b-fast, GLM...26.7Cumulus Inference GatewayOpenAI-compatible HTTP inference gateway. One client works against every upstream provider; per-workflow ro...26.5vLLM OpenAI-Compatible ServerOpenAI-compatible REST API exposed by `vllm serve`. Endpoints include /v1/chat/completions, /v1/completions...26.2
Emerging 4 Early or largely undocumented
Minimal 2 Almost no public developer surface

Companies reaching this through an API (28)

These companies publish an API, specification or operation carrying “OpenAI-Compatible” 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.

01.AI Akash Network ByteDance Doubao Cerebrium Cloudflare Crusoe Cumulus Labs Dartmouth College EigenLayer FuriosaAI Glama Hyperbolic Inference io.net King's College London Lambda Lepton AI MangoBoost Nebius Nefesh AI OctoAI Preferred Networks Prime Intellect Qwen Sakana AI Scalable Inference Serving TU Dresden Weights and Biases

Score breakdown

Frequency
52.0
log-scaled weighted occurrences
Breadth
1.0
spread across providers
Quality lift
46.2
mean composite of providers using it
Cohesion
26.8
strength of nearest seed neighbor

Related tags

Inference 48 co-occurrences GPU 19 co-occurrences LLM 51 co-occurrences Chat Completions 12 co-occurrences Anthropic Compatible 8 co-occurrences Completions 12 co-occurrences Chat 26 co-occurrences Models 23 co-occurrences

Where this tag comes from

Api tag44
Provider tag38
Openapi tag3
Openapi op tag8

Cohort brief

Auto-generated

The 38 providers in the APIs.io catalog tagged OpenAI-Compatible, scored on the Kin Score. Every figure below is computed from the catalog — nothing here is written.

Providers
38
all scored
Mean Kin Score
38.6
+15.7 vs catalog 22.9
Mean Agent Readiness
24.3
+12.4 vs catalog 11.9
Spread
12.1–68
median 36.6 · σ 11.6
How the 38 split by band
Exemplar 1Strong 2Developing 13Thin 18Emerging 4Minimal 0
Facet averages, against the whole catalog
FacetThis cohortCatalogDifferenceScored
Developer Ergonomics 45.7 23.2 +22.5 38
Contract Quality 38.5 17.6 +20.9 38
Access Clarity 41.7 26.5 +15.2 38
Discoverability 72.2 58.1 +14.1 38
Operational Transparency 24.3 13.7 +10.6 38
Contract Governance 7.7 6.3 +1.4 38

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) 13% 14% -1
MCP server (first-party) 13% 12% +1
Agent Skills 0% 0% 0
OAuth scopes 3% 11% -8
Security 100% 98% +2
Arazzo workflows 5% 2% +3
Governance rules 21% 14% +7

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 NVIDIA NIM 68
  2. 2 gpt55-token-gateway 57.2
  3. 3 OpenRelay 55.1
  4. 4 FriendliAI 53.8
  5. 5 RightNow AI 53.1
  6. 6 AAA AI 53
  7. 7 Bifrost 51.5
  8. 8 0G Labs 48.7
  9. 9 Multiverse Computing 47.9
  10. 10 Standard Compute 46.9
Top by Agent Readiness
  1. 1 gpt55-token-gateway 43.9
  2. 2 AAA AI 43.3
  3. 3 OpenRelay 40.6
  4. 4 FriendliAI 37.9
  5. 5 RouterPlex 37.2
  6. 6 Textcortex 37.2
  7. 7 Bifrost 34.5
  8. 8 Novita AI 33.9
  9. 9 ToAPIs 30.9
  10. 10 Kimi (Moonshot AI) 30.9
All 38 members of this roster resolve to a scored provider in the catalog.Generated from the catalog build of 5 October 2026, across 29093 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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This tag
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All tags
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As a scored cohort
curl "https://apis.io/api/v1/cohorts/tag/openai-compatible"
The distribution (Pro)
curl "https://apis.io/api/v1/cohorts/tag/openai-compatible/stats" \
  -H "X-API-Key: $APIS_IO_KEY"

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