Anyscale

Anyscale provides a managed Ray platform for distributed Python, ML training, and large-scale inference. Built by the creators of Ray, the Anyscale Platform API and CLI expose programmatic control over workspaces, jobs, services, clusters, compute configurations, container images, and clouds (Hosted and Bring-Your-Own-Cloud).

Anyscale publishes 10 APIs on the APIs.io network. Tagged areas include Artificial Intelligence, Distributed Computing, Ray, ML Platform, and Inference.

Anyscale’s developer surface includes documentation and 10 more developer resources.

🌐 Visit website 📡 Source on GitHub

26.9/100 thin ▬ flat Agent 19/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessPaid

10 APIs

Artificial Intelligence Distributed Computing RayML PlatformInference GPU

Kin Score

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

Composite quality — 26.9/100 · thin

Contract Quality 9.3 / 25

Developer Ergonomics 3.3 / 20

Access Clarity 4.7 / 20

Operational Transparency 1.4 / 13

Contract Governance 0.0 / 12

Discoverability 8.2 / 10

Agent readiness — 19/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 0 / 10

Documented Reversibility 0 / 6

MCP Server 0 / 12

Machine-Readable Auth 0 / 10

Idempotency 0 / 9

Stable Error Semantics 0 / 8

Request/Response Examples 0 / 7

Rate-Limit Signaling 7 / 7

Typed Event Surface 0 / 6

Agent Skills 5 / 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 could not be measured. We hold no machine-readable contract for this provider to read, so there is nothing to measure a write surface against. Excluded rather than scored zero: never-measured and measured-empty are different facts. Publishing an OpenAPI is what makes this facet — and several others — scorable at all.

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/anyscale: 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 10

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

Anyscale Workspaces API

Manages Anyscale Workspaces - cloud-hosted, GPU-backed development environments preconfigured with Ray for interactive development and debugging.

Anyscale Jobs API

Submits, monitors, and manages Ray Jobs - one-off or scheduled batch runs of Python applications on managed Ray clusters.

Anyscale Services API

Deploys and manages production Ray Serve applications as long-running, autoscaling, multi-version services with traffic-shifted rollouts and HTTP/gRPC ingress.

Anyscale Clusters API

Provisions and manages Ray clusters - autoscaling fleets of CPU / GPU nodes underlying Workspaces, Jobs, and Services.

Anyscale Compute Configs API

Defines reusable compute templates (head node type, worker types, autoscaling, AWS/GCP region) for clusters, workspaces, jobs, and services.

Anyscale Container Images API

Builds, tags, and manages container images that bundle Python, system, and Ray dependencies for reproducible runtime environments.

Anyscale Clouds API

Manages Hosted and Bring-Your-Own-Cloud (BYOC) cloud connections to AWS and GCP accounts where Anyscale provisions Ray clusters.

Anyscale Projects API

Groups workspaces, jobs, services, and resources into projects with shared access controls, dashboards, and quotas.

Anyscale Organizations API

Manages organizations, users, roles, IAM, and billing relationships at the tenancy level.

Anyscale Logs and Monitoring API

Retrieves cluster, job, and service logs, metrics, and Ray dashboard data for observability and debugging.

Scroll for all 10

GraphQL 1

GraphQL schemas published by this provider.

Anyscale GraphQL API

Anyscale is a managed Ray platform for distributed AI compute. Their Endpoints API provides OpenAI-compatible access to open-source LLMs (Llama, Mistral), fine-tuning, and deplo...

GRAPHQL

Pricing Plans 1

Published pricing tiers and plan structures.

Anyscale Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Anyscale Rate Limits

4 limits

RATE LIMITS

FinOps 1

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

Anyscale Finops

FINOPS

Security Posture 2

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

Anyscale Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Anyscale Trust Center

trust center published

SECURITY

Resources

Documentation 1

Reference material describing how the API behaves

Documentation

Documentation

Agent Surfaces 2

MCP servers, agent skills, and machine-readable catalogs

AgentSkills

AgentSkills

LlmsText

LlmsText

Build 1

SDKs, sample code, and the tooling you integrate with

GitHubOrganization

GitHubOrganization

Access & Security 2

Authentication, authorization, and security posture

TrustCenter

TrustCenter

DomainSecurity

DomainSecurity

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

Source (apis.yml)

aid: anyscale
url: https://raw.githubusercontent.com/api-evangelist/anyscale/refs/heads/main/apis.yml
name: Anyscale
kind: company
description: Anyscale provides a managed Ray platform for distributed Python, ML training, and large-scale inference. Built
  by the creators of Ray, the Anyscale Platform API and CLI expose programmatic control over workspaces, jobs, services, clusters,
  compute configurations, container images, and clouds (Hosted and Bring-Your-Own-Cloud).
deliveryModel:
  model: saas
  open_source: false
  commercial: true
  callable_host: false
  label: Hosted service · you call their endpoint
  confidence: medium
  source:
  - 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
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/anyscale.png
tags:
- Artificial Intelligence
- Distributed Computing
- Ray
- ML Platform
- Inference
- GPU
tags_raw:
- AI
- Distributed Computing
- Ray
- ML Platform
- Inference
- GPU
created: '2026-05-08'
modified: '2026-05-08'
specificationVersion: '0.23'
apis:
- aid: anyscale:anyscale-workspaces-api
  name: Anyscale Workspaces API
  tags:
  - Workspaces
  - Development
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/workspaces/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/workspaces/
    type: Documentation
  - url: graphql/anyscale-graphql.md
    type: GraphQL
  description: Manages Anyscale Workspaces - cloud-hosted, GPU-backed development environments preconfigured with Ray for
    interactive development and debugging.
- aid: anyscale:anyscale-jobs-api
  name: Anyscale Jobs API
  tags:
  - Job
  - Batch
  - Training
  tags_raw:
  - Jobs
  - Batch
  - Training
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/jobs/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/jobs/
    type: Documentation
  description: Submits, monitors, and manages Ray Jobs - one-off or scheduled batch runs of Python applications on managed
    Ray clusters.
- aid: anyscale:anyscale-services-api
  name: Anyscale Services API
  tags:
  - Services
  - Serving
  - Inference
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/services/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/services/
    type: Documentation
  description: Deploys and manages production Ray Serve applications as long-running, autoscaling, multi-version services
    with traffic-shifted rollouts and HTTP/gRPC ingress.
- aid: anyscale:anyscale-clusters-api
  name: Anyscale Clusters API
  tags:
  - Cluster
  - Compute
  tags_raw:
  - Clusters
  - Compute
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/clusters/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/clusters/
    type: Documentation
  description: Provisions and manages Ray clusters - autoscaling fleets of CPU / GPU nodes underlying Workspaces, Jobs, and
    Services.
- aid: anyscale:anyscale-compute-configs-api
  name: Anyscale Compute Configs API
  tags:
  - Compute Configurations
  - Templates
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/compute-configs/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/compute-configs/
    type: Documentation
  description: Defines reusable compute templates (head node type, worker types, autoscaling, AWS/GCP region) for clusters,
    workspaces, jobs, and services.
- aid: anyscale:anyscale-container-images-api
  name: Anyscale Container Images API
  tags:
  - Image
  - Containers
  - Environments
  tags_raw:
  - Images
  - Containers
  - Environments
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/container-images/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/container-images/
    type: Documentation
  description: Builds, tags, and manages container images that bundle Python, system, and Ray dependencies for reproducible
    runtime environments.
- aid: anyscale:anyscale-clouds-api
  name: Anyscale Clouds API
  tags:
  - Clouds
  - BYOC
  - Infrastructure
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/clouds/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/clouds/
    type: Documentation
  description: Manages Hosted and Bring-Your-Own-Cloud (BYOC) cloud connections to AWS and GCP accounts where Anyscale provisions
    Ray clusters.
- aid: anyscale:anyscale-projects-api
  name: Anyscale Projects API
  tags:
  - Project
  - Organization
  tags_raw:
  - Projects
  - Organization
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/platform/projects/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/platform/projects/
    type: Documentation
  description: Groups workspaces, jobs, services, and resources into projects with shared access controls, dashboards, and
    quotas.
- aid: anyscale:anyscale-organizations-api
  name: Anyscale Organizations API
  tags:
  - Organization
  - IAM
  - Billing
  tags_raw:
  - Organizations
  - IAM
  - Billing
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/administration/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/administration/
    type: Documentation
  description: Manages organizations, users, roles, IAM, and billing relationships at the tenancy level.
- aid: anyscale:anyscale-logs-api
  name: Anyscale Logs and Monitoring API
  tags:
  - Logs
  - Monitoring
  - Observability
  image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/apis-json-logo.jpg
  humanURL: https://docs.anyscale.com/monitoring/
  baseURL: https://console.anyscale.com/api/v2
  properties:
  - url: https://docs.anyscale.com/monitoring/
    type: Documentation
  description: Retrieves cluster, job, and service logs, metrics, and Ray dashboard data for observability and debugging.
common:
- type: TrustCenter
  url: security/anyscale-trust-center.yml
- type: DomainSecurity
  url: security/anyscale-domain-security.yml
- name: Agent Skills
  url: https://docs.anyscale.com/agent-skills
  type: AgentSkills
- type: GitHubOrganization
  url: https://github.com/anyscale
- type: LinkedIn
  url: https://www.linkedin.com/company/joinanyscale
- type: Website
  url: https://www.anyscale.com/
- type: Documentation
  url: https://docs.anyscale.com/
- type: Plans
  url: plans/anyscale-plans-pricing.yml
- type: RateLimits
  url: rate-limits/anyscale-rate-limits.yml
- type: FinOps
  url: finops/anyscale-finops.yml
- type: Integrations
  url: https://www.anyscale.com/integrations
- type: LlmsText
  url: https://docs.anyscale.com/llms.txt
integrations:
- name: cloud-database-hidden-layer
- name: cloud-database-redis
- name: cloud-database-databricks
- name: cloud-database-snowflake
- name: perfect
- name: airflow-logo
- name: dagster_2
- name: hugging-face
- name: lightning-logo
- name: pytorch-logo
- name: keras
- name: data-framework-hudi
- name: data-framework-iceberg
- name: delta-logo
- name: pyarrow
- name: datadog
- name: arize
- name: mlflow
- name: weights-bases
- name: vercel-logotype-dark
- name: streamlit
- name: gradio
- name: llm-app-orchestration-hidden-layer
- name: llm-app-orchestration-protect-ai
- name: hidden-layer
- name: protect-ai
- name: lakera
- name: prompt-security
- name: guardrails
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com

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