Markets · frontier market · provisional
Hugging Face Hub Organisations
Platform market (model / dataset hub, publisher listings). 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.
191providers measured
191 (100.0%)declare their own
0 (0.0%)covered by others only
0 (0.0%)undeclared
70declare compatibility (report only, not weighted)
Provisional. Provisional and unweighted: the Market layer is not part of the composite or agent readiness. Leader lists are read within a position, never as one ranking. A provider that declares nothing we can
read is shown as undeclared, with no number: we never infer integrations.
Where this market publishes its structure
- Hugging Face listings (/api/models?sort=downloads|likes, /api/datasets?sort=downloads, /api/spaces?sort=likes; top 20k/8k/8k/8k) machine-readable, 12,781 publishing authors; used only to find org names
- Hugging Face org overview (/api/organizations/
/overview) machine-readable, 4,106 names probed: 1,001 orgs, 3,052 users or missing (404); isVerified + numModels/numDatasets/numSpaces - Hugging Face public org page (huggingface.co/
: orgEmailDomains + website) machine-readable, 533 catalog-keyed orgs read; 229 carry an HF-verified e-mail domain; 190 providers linked - Hugging Face per-org artefacts (/api/models|datasets|spaces?author=
) machine-readable, top names for linked orgs only; context, never counted
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.
Taxonomy how this market maps onto apis.io
Derived 2026-10-23 from the 191 providers in this market we could resolve in the catalog. The percentage is the share of those providers carrying each one; it describes the market, not the tag or industry. Tag groups have no page of their own yet, so they are listed unlinked.
| Tags | LLM 32%, Inference 20% |
|---|---|
| Tag groups | LLM 46%, MCP 29% |
| Industries | Artificial Intelligence 97%, Developer Tools & DevOps 26% |
| Areas | Machine Learning 46%, Agents 14% |
| Capabilities | Information & Data Management 26% |
share of resolved cohort carrying it; tags >=0.20 & >=3 members (max 12, junk dropped), tag_groups >=0.20 (cooccurrence, non-cross-cutting; max 8), industries >=0.20 (max 6), areas >=0.10 (max 6; areas are keyword-matched and sparse), capabilities L1 >=0.20 (max 8); derive-market-taxonomy.py
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.
gravity 2 · other companies invest to build on it
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Salesforce | 65.3 | 459 | 366 / 93 | 0 | 1 | 36 | partner-built 78%, provider-built 6%, ipaas-bridge 7%, contract 2%, standard 1%, covered 5%, builds-on-platform 1% |
| Hugging Face | 51.8 | 217 | 189 / 28 | 0 | 0 | 4 | partner-built 94%, ipaas-bridge 1%, standard 1%, coverage 3%, covered 1%, builds-on-platform 1% |
builds-on 101 · publishes apps on other platforms' stores
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| DataStax | 52.7 | 13 | 0 / 13 | 0 | 2 | 0 | standard 23%, covered 15%, builds-on-platform 46%, distribution 15% |
| JFrog | 52.7 | 20 | 0 / 20 | 0 | 1 | 0 | standard 30%, builds-on-platform 65%, distribution 5% |
| Postman | 51.8 | 35 | 0 / 35 | 0 | 0 | 12 | ipaas-bridge 43%, standard 18%, builds-on-platform 39% |
| Marqo | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | standard 25%, builds-on-platform 75% |
| Nscale | 51.7 | 6 | 0 / 6 | 0 | 0 | 0 | standard 17%, covered 33%, builds-on-platform 50% |
| Poolside | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | covered 25%, builds-on-platform 75% |
| Vijil | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 33%, builds-on-platform 67% |
| ZenML | 51.7 | 6 | 0 / 6 | 0 | 0 | 0 | standard 33%, builds-on-platform 67% |
| Grammarly | 50.7 | 10 | 0 / 10 | 0 | 1 | 0 | contract 10%, standard 20%, builds-on-platform 60%, distribution 10% |
| Qdrant | 49.4 | 13 | 0 / 13 | 0 | 2 | 2 | ipaas-bridge 15%, standard 8%, covered 15%, builds-on-platform 46%, distribution 15% |
| Zilliz | 47.1 | 5 | 0 / 5 | 0 | 1 | 0 | standard 20%, builds-on-platform 60%, distribution 20% |
| Resemble AI | 46.2 | 8 | 0 / 8 | 0 | 0 | 1 | ipaas-bridge 12%, covered 38%, builds-on-platform 50% |
| Posit | 45.2 | 7 | 0 / 7 | 0 | 3 | 0 | standard 12%, builds-on-platform 50%, distribution 38% |
| Abacus.ai | 44.1 | 9 | 0 / 9 | 0 | 3 | 0 | standard 11%, builds-on-platform 56%, distribution 33% |
| Deepjudge | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | builds-on-platform 67%, distribution 33% |
| Freepik | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | builds-on-platform 67%, distribution 33% |
| Modular | 44.1 | 6 | 0 / 6 | 0 | 2 | 0 | builds-on-platform 67%, distribution 33% |
| Uniphore | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | builds-on-platform 67%, distribution 33% |
| RunPod | 43.9 | 8 | 0 / 8 | 0 | 1 | 1 | ipaas-bridge 12%, standard 12%, covered 12%, builds-on-platform 50%, distribution 12% |
| Modal | 43.1 | 8 | 0 / 8 | 0 | 3 | 0 | covered 25%, builds-on-platform 38%, distribution 38% |
| Unbabel | 42.9 | 5 | 0 / 5 | 0 | 0 | 1 | ipaas-bridge 20%, builds-on-platform 80% |
| TrueFoundry | 42.8 | 7 | 0 / 7 | 0 | 1 | 1 | ipaas-bridge 14%, standard 14%, builds-on-platform 57%, distribution 14% |
| Astronomer | 42.5 | 10 | 0 / 10 | 0 | 4 | 0 | builds-on-platform 60%, distribution 40% |
| Exa | 41.9 | 9 | 0 / 9 | 0 | 0 | 2 | ipaas-bridge 22%, standard 11%, covered 11%, builds-on-platform 56% |
| Contextual AI | 39.2 | 5 | 0 / 5 | 0 | 1 | 1 | ipaas-bridge 20%, covered 20%, builds-on-platform 40%, distribution 20% |
| Descript | 38.3 | 5 | 0 / 5 | 0 | 0 | 1 | ipaas-bridge 20%, standard 20%, covered 20%, builds-on-platform 40% |
| Langfuse | 37.7 | 9 | 0 / 9 | 0 | 0 | 3 | ipaas-bridge 33%, standard 11%, builds-on-platform 56% |
| Jasper | 37.0 | 3 | 0 / 3 | 0 | 0 | 1 | ipaas-bridge 33%, builds-on-platform 67% |
| Atla | 36.4 | 3 | 0 / 3 | 0 | 2 | 0 | builds-on-platform 33%, distribution 67% |
| Refuel | 36.4 | 3 | 0 / 3 | 0 | 2 | 0 | builds-on-platform 33%, distribution 67% |
| Writer | 35.8 | 7 | 0 / 7 | 0 | 1 | 2 | ipaas-bridge 29%, covered 14%, builds-on-platform 43%, distribution 14% |
| CentML | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | builds-on-platform 100% |
| Corti | 34.5 | 4 | 0 / 4 | 0 | 4 | 0 | builds-on-platform 20%, distribution 80% |
| TextQL | 34.5 | 4 | 0 / 4 | 0 | 3 | 0 | builds-on-platform 25%, distribution 75% |
| Vectara | 29.6 | 4 | 0 / 4 | 0 | 0 | 2 | ipaas-bridge 50%, builds-on-platform 50% |
| Roboflow | 29.2 | 7 | 0 / 7 | 0 | 4 | 2 | ipaas-bridge 25%, builds-on-platform 25%, distribution 50% |
| Symbl.ai | 29.2 | 4 | 0 / 4 | 0 | 2 | 1 | ipaas-bridge 25%, builds-on-platform 25%, distribution 50% |
| Galileo Technologies | 29.1 | 5 | 0 / 5 | 0 | 3 | 1 | ipaas-bridge 20%, builds-on-platform 20%, distribution 60% |
| AI Squared | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Aignostics | 26.8 thin | 2 | 0 / 2 | 0 | 2 | 0 | builds-on-platform 33%, distribution 67% |
| Alinia Ai | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| AskUI | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Datasaur | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| DatologyAI | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Deci AI | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Forithmus | 26.8 thin | 2 | 0 / 2 | 0 | 2 | 0 | builds-on-platform 33%, distribution 67% |
| H Company | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Insilico Medicine | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Kensho | 26.8 thin | 2 | 0 / 2 | 0 | 2 | 0 | builds-on-platform 33%, distribution 67% |
| Osmosis | 26.8 thin | 2 | 0 / 2 | 0 | 2 | 0 | builds-on-platform 33%, distribution 67% |
| Oxen | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Paige | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Prolific | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Snorkel AI | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| SuperAnnotate | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Superb AI | 26.8 thin | 2 | 0 / 2 | 0 | 2 | 0 | builds-on-platform 33%, distribution 67% |
| Topk | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Turintech | 26.8 thin | 2 | 0 / 2 | 0 | 1 | 0 | builds-on-platform 50%, distribution 50% |
| Textcortex | 23.9 | 4 | 0 / 4 | 0 | 1 | 2 | ipaas-bridge 50%, builds-on-platform 25%, distribution 25% |
| Langflow | 19.7 thin | 2 | 0 / 2 | 0 | 0 | 1 | ipaas-bridge 50%, builds-on-platform 50% |
| Nanonets | 19.7 thin | 2 | 0 / 2 | 0 | 0 | 1 | ipaas-bridge 50%, builds-on-platform 50% |
| Nuclia | 19.7 thin | 2 | 0 / 2 | 0 | 0 | 1 | ipaas-bridge 50%, builds-on-platform 50% |
| 42Maru | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Absci | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Adaption | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Adept | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Arc Institute | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| ASAPP | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Bitfount | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Chipstack | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Cleanlab | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| convergence | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| d-Matrix | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Depositphotos | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| designstripe | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Elorian AI | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Granica | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Gretel | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Imbue | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Inflection AI | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Kalpa Labs | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Lightly | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Lightricks | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Maquoketa Research | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Mindgard | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| OctoAI | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Openart | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| OptimizerAI | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Outpost Bio | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Patronus AI | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| PlayHT | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Proteinea | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Refact.ai | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Segments.ai | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Talking Computers | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Tensordyne | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| The San Francisco Compute Company | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Toloka | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Voxel51 | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Wayve | 17.2 thin | 1 | 0 / 1 | 0 | 0 | 0 | builds-on-platform 100% |
| Photoroom | 17.1 | 35 | 0 / 35 | 0 | 0 | 31 | ipaas-bridge 91%, covered 3%, builds-on-platform 6% |
coverage 2 · reaches banks, carriers, systems or channels (an aggregator)
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| LiveKit | 47.7 | 46 | 0 / 46 | 0 | 0 | 1 | ipaas-bridge 2%, standard 4%, coverage 91%, builds-on-platform 2% |
| Llamaindex | 47.1 | 84 | 0 / 84 | 0 | 0 | 0 | standard 1%, coverage 98%, builds-on-platform 1% |
covered 37 · reached mainly through aggregators
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Snowflake | 59.7 | 178 | 0 / 178 | 0 | 107 | 36 | ipaas-bridge 20%, contract 2%, standard 3%, covered 11%, builds-on-platform 6%, distribution 58% |
| Fireworks AI | 51.8 | 11 | 0 / 11 | 0 | 0 | 1 | ipaas-bridge 9%, standard 18%, covered 64%, builds-on-platform 9% |
| Mistral AI | 51.8 | 25 | 0 / 25 | 0 | 3 | 3 | ipaas-bridge 12%, standard 12%, covered 44%, builds-on-platform 20%, distribution 12% |
| Perplexity | 51.8 | 17 | 0 / 17 | 1 | 0 | 4 | ipaas-bridge 24%, covered 35%, builds-on-platform 35%, unknown 6% |
| xAI | 51.8 | 16 | 0 / 16 | 1 | 1 | 2 | ipaas-bridge 12%, standard 19%, covered 44%, builds-on-platform 12%, distribution 6%, unknown 6% |
| DeepInfra | 51.7 | 7 | 0 / 7 | 0 | 0 | 0 | covered 71%, builds-on-platform 29% |
| io.net | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | covered 67%, builds-on-platform 33% |
| Lambda | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | standard 25%, covered 50%, builds-on-platform 25% |
| Neuphonic | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | covered 75%, builds-on-platform 25% |
| Nomic AI | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | covered 75%, builds-on-platform 25% |
| Reka | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | covered 75%, builds-on-platform 25% |
| Sakana AI | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | covered 67%, builds-on-platform 33% |
| SiliconFlow | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | covered 75%, builds-on-platform 25% |
| Stability AI | 51.7 | 4 | 0 / 4 | 0 | 0 | 0 | standard 25%, covered 50%, builds-on-platform 25% |
| Cohere | 49.4 | 12 | 0 / 12 | 0 | 1 | 2 | ipaas-bridge 17%, standard 8%, covered 50%, builds-on-platform 17%, distribution 8% |
| fal | 49.4 | 12 | 0 / 12 | 0 | 2 | 0 | standard 17%, covered 42%, builds-on-platform 25%, distribution 17% |
| Groq | 49.4 | 13 | 0 / 13 | 1 | 0 | 2 | ipaas-bridge 15%, standard 8%, covered 62%, builds-on-platform 8%, unknown 8% |
| Upstage | 47.9 | 6 | 0 / 6 | 0 | 1 | 0 | covered 67%, builds-on-platform 17%, distribution 17% |
| Voyage AI | 45.1 | 6 | 0 / 6 | 0 | 0 | 1 | ipaas-bridge 17%, covered 50%, builds-on-platform 33% |
| Cerebras Systems | 44.8 | 11 | 0 / 11 | 0 | 2 | 1 | ipaas-bridge 9%, covered 55%, builds-on-platform 18%, distribution 18% |
| SambaNova Systems | 43.1 | 8 | 0 / 8 | 0 | 3 | 0 | standard 12%, covered 38%, builds-on-platform 12%, distribution 38% |
| FriendliAI | 42.5 | 5 | 0 / 5 | 0 | 2 | 0 | covered 40%, builds-on-platform 20%, distribution 40% |
| AI21 Labs | 40.7 | 4 | 0 / 4 | 0 | 0 | 1 | ipaas-bridge 25%, covered 50%, builds-on-platform 25% |
| Aleph Alpha | 40.2 | 4 | 0 / 4 | 0 | 3 | 0 | covered 20%, builds-on-platform 20%, distribution 60% |
| Simplismart | 40.2 | 4 | 0 / 4 | 0 | 2 | 0 | covered 25%, builds-on-platform 25%, distribution 50% |
| DeepSeek | 38.3 | 12 | 0 / 12 | 1 | 1 | 3 | ipaas-bridge 25%, covered 50%, builds-on-platform 8%, distribution 8%, unknown 8% |
| Jina AI | 36.2 | 10 | 0 / 10 | 0 | 1 | 3 | ipaas-bridge 30%, standard 20%, covered 30%, builds-on-platform 10%, distribution 10% |
| 01.AI | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 50%, builds-on-platform 50% |
| Black Forest Labs | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 50%, builds-on-platform 50% |
| Parasail | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 50%, builds-on-platform 50% |
| Predibase | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 50%, builds-on-platform 50% |
| PyannoteAI | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 50%, builds-on-platform 50% |
| Suno | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 50%, builds-on-platform 50% |
| Runware | 33.7 | 5 | 0 / 5 | 0 | 2 | 1 | ipaas-bridge 20%, covered 20%, builds-on-platform 20%, distribution 40% |
| AIMLAPI | 32.9 | 6 | 0 / 6 | 0 | 3 | 1 | ipaas-bridge 17%, covered 17%, builds-on-platform 17%, distribution 50% |
| AssemblyAI | 31.8 | 23 | 0 / 23 | 1 | 1 | 4 | ipaas-bridge 36%, covered 36%, builds-on-platform 9%, distribution 9%, unknown 9% |
| Phind | 26.8 thin | 2 | 0 / 2 | 0 | 0 | 0 | covered 50%, builds-on-platform 50% |
regulated 2 · named in a regulator's register or partners' contracts
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Scale AI | 37.3 | 8 | 0 / 8 | 0 | 2 | 2 | ipaas-bridge 25%, contract 25%, standard 12%, builds-on-platform 12%, distribution 25% |
| Kakao | 36.4 thin | 2 | 0 / 2 | 0 | 0 | 0 | contract 50%, builds-on-platform 50% |
standard 30 · listed by a voluntary standard's own directory
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| IBM | 70.6 | 60 | 0 / 60 | 0 | 6 | 0 | contract 6%, standard 49%, builds-on-platform 34%, distribution 11% |
| Nvidia | 61.8 | 23 | 0 / 23 | 0 | 0 | 0 | standard 70%, covered 9%, builds-on-platform 22% |
| Advanced Micro Devices | 58.0 | 23 | 0 / 23 | 0 | 3 | 0 | standard 70%, builds-on-platform 17%, distribution 13% |
| Sony | 57.1 | 11 | 0 / 11 | 0 | 0 | 0 | standard 91%, builds-on-platform 9% |
| Arm | 55.7 | 9 | 0 / 9 | 0 | 0 | 0 | standard 78%, builds-on-platform 22% |
| Nebius | 52.7 | 15 | 0 / 15 | 0 | 0 | 1 | ipaas-bridge 7%, standard 47%, covered 33%, builds-on-platform 13% |
| Labelbox | 51.8 | 5 | 0 / 5 | 0 | 0 | 0 | standard 60%, covered 20%, builds-on-platform 20% |
| Inferact | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| OWKIN | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| Reflection AI | 51.7 | 3 | 0 / 3 | 0 | 0 | 0 | standard 67%, builds-on-platform 33% |
| Ampere Computing | 47.1 | 5 | 0 / 5 | 0 | 1 | 0 | standard 60%, builds-on-platform 20%, distribution 20% |
| LanceDB | 47.1 | 5 | 0 / 5 | 0 | 1 | 0 | standard 40%, covered 20%, builds-on-platform 20%, distribution 20% |
| Rasa | 46.0 | 4 | 0 / 4 | 0 | 1 | 0 | standard 50%, builds-on-platform 25%, distribution 25% |
| Protect AI | 44.1 | 3 | 0 / 3 | 0 | 2 | 0 | standard 25%, builds-on-platform 25%, distribution 50% |
| H2O.ai | 43.3 | 7 | 0 / 7 | 0 | 3 | 0 | standard 29%, builds-on-platform 29%, distribution 43% |
| Ideogram | 42.9 | 5 | 0 / 5 | 0 | 0 | 1 | ipaas-bridge 20%, standard 40%, covered 20%, builds-on-platform 20% |
| Naver | 42.9 | 5 | 0 / 5 | 0 | 0 | 1 | ipaas-bridge 20%, standard 40%, builds-on-platform 40% |
| FuriosaAI | 40.2 | 4 | 0 / 4 | 0 | 2 | 0 | standard 25%, builds-on-platform 25%, distribution 50% |
| Ambarella | 35.2 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Instabase | 34.9 | 4 | 0 / 4 | 0 | 1 | 1 | ipaas-bridge 25%, standard 25%, builds-on-platform 25%, distribution 25% |
| Cradle | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Determined AI | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Etched | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Graphcore | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Hydrahost | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| insitro | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Krea | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Label Studio | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Profluent | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
| Streamlit | 34.5 thin | 2 | 0 / 2 | 0 | 0 | 0 | standard 50%, builds-on-platform 50% |
core 1 · builds the connectors its customers need
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Elastic | 57.0 | 453 | 0 / 453 | 45 | 1 | 2 | partner-built 6%, provider-built 83%, standard 1%, builds-on-platform 1%, unknown 9% |
mixed 16 · no single mode dominates
| Provider | Depth | Integrations | In / out | Unknown builder | Distribution | iPaaS bridge | Mix |
|---|---|---|---|---|---|---|---|
| Cloudflare | 61.4 | 34 | 0 / 34 | 1 | 5 | 0 | contract 12%, standard 29%, covered 15%, builds-on-platform 26%, distribution 15%, unknown 3% |
| Databricks | 58.2 | 165 | 0 / 165 | 0 | 123 | 7 | ipaas-bridge 4%, contract 2%, standard 2%, covered 11%, builds-on-platform 8%, distribution 73% |
| OpenAI | 55.6 | 73 | 0 / 73 | 1 | 6 | 35 | ipaas-bridge 49%, contract 4%, standard 10%, covered 17%, builds-on-platform 10%, distribution 8%, unknown 1% |
| Baidu | 55.3 | 19 | 0 / 19 | 1 | 0 | 1 | ipaas-bridge 5%, standard 42%, covered 16%, builds-on-platform 32%, unknown 5% |
| Anthropic | 54.2 | 31 | 0 / 31 | 1 | 10 | 2 | ipaas-bridge 6%, contract 10%, standard 16%, covered 16%, builds-on-platform 16%, distribution 32%, unknown 3% |
| Vultr | 53.7 | 14 | 0 / 14 | 0 | 3 | 0 | standard 36%, covered 7%, builds-on-platform 36%, distribution 21% |
| ElevenLabs | 53.0 | 25 | 0 / 25 | 1 | 4 | 3 | ipaas-bridge 12%, contract 4%, standard 19%, covered 23%, builds-on-platform 23%, distribution 15%, unknown 4% |
| Pinecone | 52.1 | 16 | 0 / 16 | 0 | 2 | 4 | ipaas-bridge 25%, standard 12%, covered 19%, builds-on-platform 31%, distribution 12% |
| Baseten | 51.8 | 13 | 0 / 13 | 0 | 2 | 1 | ipaas-bridge 8%, standard 15%, covered 38%, builds-on-platform 23%, distribution 15% |
| Teradata | 51.4 | 14 | 0 / 14 | 0 | 4 | 2 | ipaas-bridge 13%, contract 7%, standard 20%, covered 7%, builds-on-platform 27%, distribution 27% |
| Crusoe | 49.8 | 10 | 0 / 10 | 0 | 1 | 0 | standard 40%, covered 20%, builds-on-platform 30%, distribution 10% |
| Replicate | 47.1 | 13 | 0 / 13 | 1 | 2 | 1 | ipaas-bridge 8%, standard 15%, covered 31%, builds-on-platform 23%, distribution 15%, unknown 8% |
| Arcee AI | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | covered 33%, builds-on-platform 33%, distribution 33% |
| Gensyn | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | standard 33%, builds-on-platform 33%, distribution 33% |
| Unsloth | 44.1 | 3 | 0 / 3 | 0 | 1 | 0 | standard 33%, builds-on-platform 33%, distribution 33% |
| Lakera | 37.0 | 3 | 0 / 3 | 0 | 0 | 1 | ipaas-bridge 33%, standard 33%, builds-on-platform 33% |
Frontier timeline DRAFT · report only — not weighted
DRAFT: alignment readings (MARKET-LAYER.md §12). Nothing is weighted until it holds across at least four weekly snapshots. 0 weekly snapshot(s) so far.
Generated 2026-10-24 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.