CentML

CentML is an AI inference optimization platform that serves popular open models through OpenAI-compatible serverless endpoints and lets teams stand up dedicated, autoscaling model-serving deployments and compute clusters. The serverless inference API runs at https://api.centml.com/openai/v1 with Bearer API keys, while a separate platform (control-plane) API manages deployments and clusters.

CentML publishes 5 API contracts indexed on the APIs.io network, including Clusters API, Completions API, Deployments API, and 2 more. Tagged areas include Artificial Intelligence, LLM, Inference, Serverless, and GPU.

The CentML catalog on APIs.io includes 1 event-driven AsyncAPI specification and 1 Spectral governance ruleset.

CentML’s developer surface includes authentication, documentation, and 9 more developer resources.

🌐 Visit website 📡 Profile data on GitHub

28.7/100 thin ▬ flat Agent 20/100 agent aware Heartbeat 100/100 alive saas Full breakdown ↓
scored 2026-11-06 · rubric v0.27.0 · Show this score on your site →

AccessPaid

1 published contract

Artificial Intelligence LLM Inference Serverless GPU Real-Time

What this lets a business do 1

Business capabilities this provider's published APIs can perform, derived from its own contracts. Browse all capabilities →

Information Technology Management

BC-600

Clusters

GET /clusters GET /capacity

Kin Score

Kin Score How this is scored →
scored 2026-11-06 · rubric v0.27.0

Composite quality — 28.7/100 · thin

Contract Quality 9.9 / 19

Developer Ergonomics 4.5 / 15

Access Clarity 1.2 / 15

Operational Transparency 1.0 / 10

Contract Governance 1.0 / 9

Discoverability 5.0 / 8

Regulatory Posture 1.6 / 15

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 20/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 6 / 6

Agent Skills 0 / 5

Well-Known Catalog 0 / 4

Consent & Bot Identity 0 / 3

A2A Agent Card 0 / 8

Dry-Run / Simulate Mode 0 / 4

Delegated User Identity 0 / 6

Protected Resource Metadata 0 / 5

Registration Without a Human 0 / 6

Agentic Commerce Well-Known Document 0 / 5

Pagination 0 / 5

Distinct Operations 3 / 3

MCP Tool Quality 6 / 6

Regulatory Posture applies to this provider. Its tags matched the Horizontal (data, software, accessibility, platform) regime, so Regulatory Posture carries 15 points of the composite. If this regime is wrong for your business, say so on your provider repo — the applicability map is public and we will correct it.

Create-or-Update Ergonomics applies to this provider. This API accepts writes, so it carries 10 points of the composite. It is scored from the published contracts themselves: whether a caller can create-or-update in one call, whether the write accepts a key the caller already holds, and whether the response says which branch ran. Without that, every write needs a search-and-branch in front of it, and the first time that check is skipped a duplicate record is created. Scored against the observed mean rather than raw — a provider at the catalog average is unchanged by this facet, not penalised by it.

The six quality facets above are damped to 75 points between them, because the conditional facet above carries the other 25. That is why each facet's contribution is shown against a damped maximum: raising a quality facet moves the composite by 75% of its nominal weight, not 100%. The full arithmetic is at apis.io/rating/.

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Agent readiness — checks not met, largest first (exact, from this profile):

MCP Server +12 pts — deployment.mode + probe verdict on the mcp/ manifest, not the pointer; an unprobed slug falls back to authorship
Idempotency +9 pts — OpenAPI mutating operations declare an idempotency key — a header, a request-body property, or a named de-duplication token whose own description says so (verified); else common[].type matches /idempoten/i (documented)
Stable Error Semantics +8 pts — OpenAPI $refs a shared error schema across 4xx/5xx responses (verified), else common[].type includes ErrorCatalog / ErrorCodes / DeclineCodes
A2A Agent Card +8 pts — a2a/-a2a.yml manifest, graded on conformance.grade against A2A 1.0.0
Request/Response Examples +7 pts — share of operations carrying request/response examples; else an Examples / Code Samples link
Registration Without a Human +6 pts — a `registration_endpoint` in the served RFC 8414 / OIDC discovery document

9 more unmet checks in the Agent Readiness table above.

Kin Score — facets with the most composite points still available (weight × headroom):

Access Clarity scores 7.9 — up to +18.4 composite points
Developer Ergonomics scores 29.8 — up to +14.0 composite points
Contract Quality scores 52.8 — up to +11.8 composite points

Each check links to what satisfies it. Publish the artifact, or tell us where it already lives, and the score moves on the next scoring run.

Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. Every facet and dimension name above is a link: it opens that measurement's own page — what it means, the exact checks that feed it, how the whole catalog distributes on it, and the providers at the top of it. This rating is computed from the provider profile at artifacts.apis.io/centml/apis.yml: open an issue on github.com/api-evangelist/centml to ask a question or point us at an artifact you publish. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

Markets this provider is in provisional

The Kin Score Market layer reads a provider inside its market: its position, and how deep its integrations go. Depth is only comparable within a position. Provisional and unweighted: not part of the Kin Score or agent readiness.

Market	Position	Depth	Registered MCP server	Declares compatibility
IDE Extension Marketplaces (JetBrains, VS Code, Open VSX, Docker Verified Publishers, PyPI orgs)	builds-on	34.5 (thin)	-	1
Hugging Face Hub Organisations	builds-on	34.5 (thin)	-	1

Registered MCP server and declares compatibility are report only — not weighted. Undeclared means we found nothing we can read, so there is no number: we never infer integrations.

Standards implemented 3

Standards this provider implements or carries. De facto ones are profiled and measured by the API Commons; formal ones come from the standards directory and are linked by the provider's own tags. The evidence column says how each claim was established — not that it was made.

The Anthropic Messages Dialect

declared — publishes a spec that declares them

2 core of 244 operations graded · api-commons/models

The OpenAI Interface reaches extended

declared — publishes a spec that declares them

2 core of 338 operations graded · api-commons/models

OpenAPI

measured — observed by APIs.io (published)

APIs 5

Individual APIs this provider publishes, each with its own machine-readable definition.

CentML Clusters API

The Clusters API from CentML — 2 operation(s) for clusters.

CentML Completions API

The Completions API from CentML — 1 operation(s) for completions.

CentML Deployments API

The Deployments API from CentML — 6 operation(s) for deployments.

CentML Models API

The Models API from CentML — 2 operation(s) for models.

CentML Chat Completions API

The Chat Completions API from CentML — 1 operation(s) for chat completions.

Open Collections 6

Open, tool-agnostic API collections (OpenAPI-derived and Bruno).

CentML Chat API

OPEN COLLECTION

CentML Chat Clusters API

OPEN COLLECTION

CentML Chat Completions API

OPEN COLLECTION

CentML Chat Deployments API

OPEN COLLECTION

CentML Chat Models API

OPEN COLLECTION

CentML API

OPEN COLLECTION

CentML API pricing

Not yet checked against CentML's own pricing page. Compiled by API Evangelist on 2026-06-21 from centml.ai/pricing/; confirm before you rely on a figure.

Plan	Price
Serverless Endpoints usage	—
Dedicated Deployments usage	—
Enterprise enterprise	—

Plan details, limits and sources →

Rate limits

Requests Per Minute (RPM): see provider documentation requests
Tokens Per Minute (TPM): see provider documentation tokens
Concurrent Requests: see provider documentation requests

Compiled by API Evangelist, not yet checked against CentML's documentation. All 4 limits →

Pricing Plans 1

Published pricing tiers and plan structures.

Centml Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Centml Rate Limits

4 limits

RATE LIMITS

Service Levels 1

Uptime the provider promises or reports, as SLA4OAI. Read from its own pages; APIs.io runs no monitors.

CentML

SLA

FinOps 1

Cost, billing, and metering signals for API financial operations.

Centml Finops

FINOPS

Event Specifications 1

AsyncAPI definitions for this provider's event-driven and streaming APIs.

CentML Chat Completions Streaming (HTTP + SSE)

AsyncAPI 2.6 description of CentML's **chat completion streaming** surface. CentML does not publish a WebSocket API. The only asynchronous / event-style transport documented at ...

ASYNCAPI

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

CentML — asyncapi rules

5 rules · 1 errors 4 warnings

SPECTRAL

Security Posture 2

Authentication, domain security, vulnerability disclosure, and trust-center signals.

Centml Authentication

http · 1 scheme

SECURITY

Centml Domain Security

TLSv1.3 · DMARC

SECURITY

Agentic Access 1

Recommended x-agentic-access execution contracts for AI agents.

Centml Agentic Access

14 operations · 6 acting

AGENTIC

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

DomainSecurity

DomainSecurity

Authentication

Authentication

Operate 1

Status, limits, changes, and where to get help

RateLimits

RateLimits

Commercial 2

Pricing, plans, and the legal terms of use

Plans

Plans

FinOps

FinOps

Company 2

The organization behind the API

LinkedIn

Website

Website

Other 1

Properties that don't map to a standard resource type

CapabilityMap

CapabilityMap

Source (apis.yml)

aid: centml
url: https://raw.githubusercontent.com/api-evangelist/centml/refs/heads/main/apis.yml
name: CentML
kind: company
description: CentML is an AI inference optimization platform that serves popular open models through OpenAI-compatible serverless
  endpoints and lets teams stand up dedicated, autoscaling model-serving deployments and compute clusters. The serverless
  inference API runs at https://api.centml.com/openai/v1 with Bearer API keys, while a separate platform (control-plane) API
  manages deployments and clusters.
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: true
  label: Hosted service · you call their endpoint
  confidence: high
  source:
  - openapi
  - pricing
  generated: '2026-08-28'
  method: derived
accessModel:
  pricing: paid
  onboarding: unknown
  trial: false
  try_now: false
  public: false
  label: Paid
  confidence: medium
  source:
  - plans
  - authentication
  - security
  generated: '2026-11-06'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/centml.png
x-docs-platform: docusaurus
x-docs-platform-confidence: medium
x-docs-platform-checked: 2026-09-21
x-docs-hosting: github-pages
tags:
- Artificial Intelligence
- LLM
- Inference
- Serverless
- GPU
- Real-Time
tags_raw:
- AI
- LLM
- Inference
- Serverless
- GPU
- Real-Time
created: '2026-06-21'
modified: '2026-06-21'
specificationVersion: '0.23'
apis:
- aid: centml:centml-clusters-api
  name: CentML Clusters API
  description: The Clusters API from CentML — 2 operation(s) for clusters.
  humanURL: https://docs.centml.ai/apps/serverless
  baseURL: https://api.centml.com/openai/v1
  tags:
  - Cluster
  tags_raw:
  - Clusters
  properties:
  - type: OpenAPI
    url: openapi/centml-clusters-api-openapi.yml
  - type: Documentation
    url: https://docs.centml.ai/apps/serverless
  - type: APIReference
    url: https://docs.centml.ai/clients/sdk
  - type: AsyncAPI
    url: asyncapi/centml-asyncapi.yml
  - type: Postman
    url: collections/centml.postman_collection.json
  - type: APIReference
    url: https://centml.ai/models/
  - type: Documentation
    url: https://docs.centml.ai/apps/inference
- aid: centml:centml-completions-api
  name: CentML Completions API
  description: The Completions API from CentML — 1 operation(s) for completions.
  humanURL: https://docs.centml.ai/apps/serverless
  baseURL: https://api.centml.com/openai/v1
  tags:
  - Completions
  properties:
  - type: OpenAPI
    url: openapi/centml-completions-api-openapi.yml
  - type: Documentation
    url: https://docs.centml.ai/apps/serverless
  - type: APIReference
    url: https://docs.centml.ai/clients/sdk
  - type: AsyncAPI
    url: asyncapi/centml-asyncapi.yml
  - type: Postman
    url: collections/centml.postman_collection.json
  - type: APIReference
    url: https://centml.ai/models/
  - type: Documentation
    url: https://docs.centml.ai/apps/inference
- aid: centml:centml-deployments-api
  name: CentML Deployments API
  description: The Deployments API from CentML — 6 operation(s) for deployments.
  humanURL: https://docs.centml.ai/apps/serverless
  baseURL: https://api.centml.com/openai/v1
  tags:
  - Deployment
  tags_raw:
  - Deployments
  properties:
  - type: OpenAPI
    url: openapi/centml-deployments-api-openapi.yml
  - type: Documentation
    url: https://docs.centml.ai/apps/serverless
  - type: APIReference
    url: https://docs.centml.ai/clients/sdk
  - type: AsyncAPI
    url: asyncapi/centml-asyncapi.yml
  - type: Postman
    url: collections/centml.postman_collection.json
  - type: APIReference
    url: https://centml.ai/models/
  - type: Documentation
    url: https://docs.centml.ai/apps/inference
- aid: centml:centml-models-api
  name: CentML Models API
  description: The Models API from CentML — 2 operation(s) for models.
  humanURL: https://docs.centml.ai/apps/serverless
  baseURL: https://api.centml.com/openai/v1
  tags:
  - Models
  properties:
  - type: OpenAPI
    url: openapi/centml-models-api-openapi.yml
  - type: Documentation
    url: https://docs.centml.ai/apps/serverless
  - type: APIReference
    url: https://docs.centml.ai/clients/sdk
  - type: AsyncAPI
    url: asyncapi/centml-asyncapi.yml
  - type: Postman
    url: collections/centml.postman_collection.json
  - type: APIReference
    url: https://centml.ai/models/
  - type: Documentation
    url: https://docs.centml.ai/apps/inference
- aid: centml:centml-chat-completions-api
  name: CentML Chat Completions API
  description: The Chat Completions API from CentML — 1 operation(s) for chat completions.
  humanURL: https://docs.centml.ai/apps/serverless
  baseURL: https://api.centml.com/openai/v1
  tags:
  - Chat Completions
  properties:
  - type: OpenAPI
    url: openapi/centml-chat-completions-api-openapi.yml
  - type: Documentation
    url: https://docs.centml.ai/apps/serverless
  - type: APIReference
    url: https://docs.centml.ai/clients/sdk
  - type: AsyncAPI
    url: asyncapi/centml-asyncapi.yml
  - type: Postman
    url: collections/centml.postman_collection.json
  - type: APIReference
    url: https://centml.ai/models/
  - type: Documentation
    url: https://docs.centml.ai/apps/inference
common:
- type: CapabilityMap
  url: capabilities/centml-capability-edges.yml
  name: CentML Business Capability Map
- type: AgenticAccess
  url: agentic-access/centml-agentic-access.yml
- type: DomainSecurity
  url: security/centml-domain-security.yml
- type: Authentication
  url: authentication/centml-authentication.yml
- type: GitHubOrganization
  url: https://github.com/CentML
- type: LinkedIn
  url: https://www.linkedin.com/company/centml
- type: Website
  url: https://centml.ai/
- type: Documentation
  url: https://docs.centml.ai
- type: Plans
  url: plans/centml-plans-pricing.yml
- type: RateLimits
  url: rate-limits/centml-rate-limits.yml
- type: FinOps
  url: finops/centml-finops.yml
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com
x-lifecycle:
  state: shuttered
  reason: domain-does-not-resolve
  observed: '2026-09-27'
  detail: The company's own domain returned no A or AAAA record when probed. This is an observation about the domain, not
    a request from the company.
  indexed: false

CentML API — frequently asked questions

Does CentML have an API?

Yes. APIs.io lists 5 APIs from CentML, including CentML Clusters API, CentML Completions API and CentML Deployments API, and 2 more.

Is there an OpenAPI specification for the CentML API?

Yes. APIs.io indexes 5 OpenAPI specifications for CentML, each linked for download from this page.

How do I authenticate with the CentML API?

CentML uses bearer-token authentication (http · 1 scheme). The details are profiled on APIs.io as Centml Authentication.

How much does the CentML API cost?

APIs.io lists 3 pricing plans for CentML, with each plan's price, limits and inclusions under Pricing on this page.

Is the CentML API ready for AI agents?

CentML has a Kin Score of 28.7 out of 100 (thin) and an Agent Readiness score of 20.0 (agent-aware), scored by API Evangelist on 2026-11-06.

Work with this as data

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Tools for providers

9 MCP tools reach this

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get_provider_artifactsEvery artifact this provider publishes, grouped by type.
get_provider_operationsEvery operation across all of their OpenAPIs — one call instead of parsing every spec.
get_provider_toolsEvery MCP tool they ship, with the operation each wraps.
get_provider_evidenceHow each part of their score was established. Free — the basis for a claim should not sit behind it.
get_provider_ratingPRO — composite, band, trend and facet scores.
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.

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