AI Model Routing
Frontier, converging by mediation. The Kin Score Market layer reads each provider in its market: who it integrates with, how deep those integrations go, and where the market publishes its own structure. Methodology.
Where this market publishes its structure
- OpenRouter /models and /endpoints machine-readable
- LiteLLM model_prices json machine-readable
- LLM Gateway /v1/models machine-readable
- Portkey gateway adapters machine-readable
- Cloudflare AI Gateway provider docs machine-readable
Own = declares at least one integration itself; covered = visible only because an aggregator, standards body, regulator or partner contract names it; distribution-only = listed only on cloud marketplaces it sells through, a channel reported beside, never counted as its own declared integrations; undeclared = nothing we can read, so no number; declares_compatibility = providers with a `compatible` shape vote, report only (kin, 2026-10-13): never counted as own, never in depth or position.
Leaders by position (provisional)
Provisional: grouped by position, depth compared within a position only. Distribution (cloud marketplaces) and iPaaS bridges are counted beside position, never inside it. Unknown-builder listings are left out of position shares and counted here.
coverage 5 · reaches banks, carriers, systems or channels (an aggregator)
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| OpenRouter | 47.1 | 63 | 0 / 63 | 0 | 0 | 0 | coverage 97%, covered 3% |
| Cloudflare AI Gateway | 46.0 | 22 | 0 / 22 | 0 | 0 | 0 | coverage 100% |
| LiteLLM | 46.0 | 74 | 0 / 74 | 0 | 0 | 0 | coverage 100% |
| LLM Gateway | 46.0 | 31 | 0 / 31 | 0 | 0 | 0 | coverage 100% |
| Portkey | 46.0 | 56 | 0 / 56 | 0 | 1 | 0 | coverage 98%, distribution 2% |
covered 25 · reached mainly through aggregators
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Anthropic | 53.4 | 7 | 0 / 7 | 0 | 0 | 0 | contract 29%, covered 71% |
| Amazon Bedrock | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | covered 100% |
| DeepSeek | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | covered 100% |
| Google Gemini | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | covered 100% |
| Google Vertex AI | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | covered 100% |
| Azure OpenAI Service | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | covered 100% |
| Perplexity | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | covered 100% |
| Microsoft Azure AI Foundry | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | covered 100% |
| Cloudflare | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | covered 100% |
| Novita AI | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | covered 100% |
| Replicate | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | covered 100% |
| Cerebras Systems | 47.9 | 6 | 0 / 6 | 0 | 1 | 0 | covered 83%, distribution 17% |
| Mistral AI | 47.9 | 6 | 0 / 6 | 0 | 1 | 0 | covered 83%, distribution 17% |
| SambaNova Systems | 46.0 | 4 | 0 / 4 | 0 | 1 | 0 | covered 75%, distribution 25% |
| Inception | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | covered 67%, distribution 33% |
| OpenAI | 43.9 | 40 | 0 / 40 | 0 | 0 | 30 | ipaas-bridge 81%, contract 5%, covered 14% |
| AI21 Labs | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 100% |
| Amazon Nova | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 100% |
| fal | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 100% |
| FriendliAI | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 100% |
| Hugging Face | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 100% |
| NVIDIA NIM | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 100% |
| Stability AI | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 100% |
| Parasail | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | covered 100% |
| StepFun | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | covered 100% |
undeclared 1 · declares nothing we can read: no number
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Helicone | undeclared | - | - | - | - | - |
Frontier timeline DRAFT · report only — not weighted
2026-10-13 anchor shape: openai
- Shape gravity: 123 providers declare compatibility with the openai shape in their own contracts.
- Mediation: routers cover 112 providers; 12 are covered by every router (amazon-bedrock, anthropic, cerebras-systems, deepseek, google-gemini, google-vertex-ai, groq, microsoft-azure-openai, mistral, openai, perplexity, xai).
Generated 2026-10-13 from API Evangelist's own files; nothing on this page is a model's judgement. Provisional and unweighted; not part of the Kin Score composite or agent readiness. Read the Market layer methodology. Disagree with an edge? Every edge cites its evidence and can be corrected through the normal correction path.