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 APIs on the APIs.io network, including Chat API, Clusters API, Completions 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 📡 Source on GitHub

40.9/100 developing ▬ flat Agent 21/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessPaid

1 APIs

Artificial Intelligence LLM Inference Serverless GPU

Kin Score

Kin Score How this is scored →
scored 2026-09-08 · rubric v0.20.0

Composite quality — 40.9/100 · developing

Contract Quality 13.6 / 23

Developer Ergonomics 5.4 / 18

Access Clarity 7.1 / 18

Operational Transparency 4.0 / 12

Contract Governance 1.2 / 11

Discoverability 6.2 / 9

Create-or-Update Ergonomics 0.0 / 10

Agent readiness — 21/100 · 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

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.

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 github.com/api-evangelist/centml: open an issue to ask a question, or submit a pull request to add artifacts. Submit an artifact on GitHub — free → Manage your own listing — the Influence plan, $499/mo →

APIs 5

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

CentML Chat API

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

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.

Open Collections 7

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

API Collection

OPEN COLLECTION

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

Scroll for all 7

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

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 API 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: '2026-09-03'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/centml.png
tags:
- Artificial Intelligence
- LLM
- Inference
- Serverless
- GPU
tags_raw:
- AI
- LLM
- Inference
- Serverless
- GPU
created: '2026-06-21'
modified: '2026-06-21'
specificationVersion: '0.23'
apis:
- aid: centml:centml-chat-api
  name: CentML Chat API
  description: The Chat API from CentML — 1 operation(s) for chat.
  humanURL: https://docs.centml.ai/apps/serverless
  baseURL: https://api.centml.com/openai/v1
  tags:
  - Chat
  properties:
  - type: OpenAPI
    url: openapi/centml-chat-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-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
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

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