Determined AI website screenshot

Determined AI

Determined helps deep learning teams train models more quickly, easily share GPU resources, and effectively collaborate. Determined allows deep learning engineers to focus on building and training models at scale, without needing to worry about DevOps or writing custom code for common tasks like fault tolerance or experiment tracking. It bridges the gap between tools like TensorFlow and PyTorch for single researchers to the challenges that arise when doing deep learning at scale.

Determined AI publishes 8 APIs on the APIs.io network, including Authentication API, Checkpoints API, Cluster API, and 5 more. Tagged areas include Artificial Intelligence, Deep Learning, Machine Learning, and MLOps.

Determined AI’s developer surface includes authentication, documentation, and 6 more developer resources.

🌐 Visit website 📡 Source on GitHub
34.0/100 thin ▬ flat Agent 31/100 agent aware Full breakdown ↓
scored 2026-07-28 · rubric v0.6
AccessFreemiumSelf serve⚡ Free to try
8 APIs
Artificial IntelligenceDeep LearningMachine LearningMLOps

Kin Score

Kin Score Kin Score How this is scored →
scored 2026-07-28 · rubric v0.6
Composite quality — 34.0/100 · thin
Contract Quality 11.9 / 25
Developer Ergonomics 3.9 / 20
Commercial Clarity 7.9 / 20
Operational Transparency 4.8 / 13
Governance 0.0 / 12
Discoverability 5.6 / 10
Agent readiness — 31/100 · agent aware
Machine-Readable Contract 18 / 18
Agentic Access Contract 10 / 10
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 0 / 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
Improve this rating by publishing the missing artifacts — every area above can be raised, and the full rubric is at apis.io/rating/. This rating is computed from github.com/api-evangelist/determined-ai: open an issue to ask a question, or submit a pull request to add artifacts. Want it done for you? Prioritized profiling — $2,500 →

APIs 8

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

Determined AI Authentication API

Log in to and out of the cluster

Determined AI Checkpoints API

Manage checkpoints

Determined AI Cluster API

Manage cluster components

Determined AI Experiments API

Manage experiments

Determined AI Models API

Manage models

Determined AI Templates API

Manage templates

Determined AI Tokens API

Manage tokens

Determined AI Users API

Manage users

Scroll for all 8

Open Collections 1

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

Determined AI REST API

OPEN COLLECTION

Pricing Plans 1

Published pricing tiers and plan structures.

Determined Ai Plans Pricing

3 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Determined Ai Rate Limits

5 limits

RATE LIMITS

FinOps 1

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

Determined Ai Finops

FINOPS

Security Posture 2

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

Determined Ai Authentication

http · 1 scheme

SECURITY

Determined Ai Domain Security

DMARC

SECURITY

Agentic Access 1

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

Determined Ai Agentic Access

10 operations · 2 acting

10 operations · 2 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

Commercial 1

Pricing, plans, and the legal terms of use

License
License

Company 2

The organization behind the API

LinkedIn
LinkedIn
 Website
Website

Source (apis.yml)

apis.yml Raw ↑ 
aid: determined-ai
name: Determined AI
description: Determined helps deep learning teams train models more quickly, easily share GPU resources, and effectively collaborate.
  Determined allows deep learning engineers to focus on building and training models at scale, without needing to worry about
  DevOps or writing custom code for common tasks like fault tolerance or experiment tracking. It bridges the gap between tools
  like TensorFlow and PyTorch for single researchers to the challenges that arise when doing deep learning at scale.
type: Index
accessModel:
  pricing: freemium
  onboarding: self-serve
  trial: false
  try_now: true
  public: false
  label: Freemium · Self-serve signup
  confidence: high
  source:
  - plans
  - authentication
  generated: '2026-07-22'
  method: derived
image: https://kinlane-images.s3.amazonaws.com/shared/apis-json/icons/determined-ai.png
tags:
- Artificial Intelligence
- Deep Learning
- Machine Learning
- MLOps
url: https://raw.githubusercontent.com/api-evangelist/determined-ai/refs/heads/main/apis.yml
created: '2024-07-02'
modified: '2026-05-19'
specificationVersion: '0.19'
apis:
- aid: determined-ai:determined-ai-authentication-api
  name: Determined AI Authentication API
  description: Log in to and out of the cluster
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Authentication
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-authentication-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
- aid: determined-ai:determined-ai-checkpoints-api
  name: Determined AI Checkpoints API
  description: Manage checkpoints
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Checkpoints
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-checkpoints-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
- aid: determined-ai:determined-ai-cluster-api
  name: Determined AI Cluster API
  description: Manage cluster components
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Cluster
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-cluster-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
- aid: determined-ai:determined-ai-experiments-api
  name: Determined AI Experiments API
  description: Manage experiments
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Experiments
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-experiments-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
- aid: determined-ai:determined-ai-models-api
  name: Determined AI Models API
  description: Manage models
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Models
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-models-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
- aid: determined-ai:determined-ai-templates-api
  name: Determined AI Templates API
  description: Manage templates
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Templates
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-templates-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
- aid: determined-ai:determined-ai-tokens-api
  name: Determined AI Tokens API
  description: Manage tokens
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Tokens
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-tokens-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
- aid: determined-ai:determined-ai-users-api
  name: Determined AI Users API
  description: Manage users
  humanURL: https://docs.determined.ai/latest/rest-api/index.html
  tags:
  - Users
  properties:
  - type: OpenAPI
    url: openapi/determined-ai-users-api-openapi.yml
  - type: Documentation
    url: https://docs.determined.ai/latest/rest-api/index.html
  - type: GettingStarted
    url: https://docs.determined.ai/latest/get-started/index.html
  - type: Source Code
    url: https://github.com/determined-ai/determined
common:
- type: AgenticAccess
  url: agentic-access/determined-ai-agentic-access.yml
- type: DomainSecurity
  url: security/determined-ai-domain-security.yml
- type: Authentication
  url: authentication/determined-ai-authentication.yml
- type: LinkedIn
  url: https://www.linkedin.com/company/determined-ai
- type: Website
  url: https://www.determined.ai/
- type: Documentation
  url: https://docs.determined.ai/
- type: GitHubOrganization
  url: https://github.com/determined-ai
- type: License
  url: https://github.com/determined-ai/determined/blob/main/LICENSE
maintainers:
- FN: Kin Lane
  email: kin@apievangelist.com