# Determined AI

**Canonical:** https://apis.io/providers/determined-ai/  
**Website:** https://www.determined.ai/  
**APIs profiled:** 8

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.

## Kin Score — 25.2 / 100 (emerging)

Scored 2026-08-20 under rubric 0.12.0. Trend: flat (+0.0 from 25.2).

| Facet | Score |
|---|---|
| Discoverability | 55.6 |
| Contract Quality | 46.9 |
| Governance | 0.0 |
| Contract Governance | 0.0 |
| Operational Transparency | 10.5 |
| Developer Ergonomics | 16.7 |
| Commercial Clarity | 15.8 |
| Access Clarity | 15.8 |

## Agent readiness — 29.1 (agent-aware)

| Dimension | Value |
|---|---|
| Spec Presence | yes |
| Agentic Access | derived |
| Reversibility Documented | no |
| MCP Server | no |
| Auth Clarity | yes |
| Idempotency | no |
| Error Semantics | no |
| OpenAPI Examples | no |
| Rate Limit Signal | documented |
| Event Surface Described | no |
| Agent Skills | no |
| Well Known Catalog | no |
| Consent Identity | no |
| Agent Card | no |
| Dry Run Mode | no |

## Access

Freemium · Self-serve signup — onboarding: self-serve, pricing: freemium, trial: no (confidence: high).

## APIs (8)

- **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

## Agentic access (1)

- **Determined Ai Agentic Access** — 10 operations · 2 acting

## Security (2)

- **Determined Ai Authentication** — http · 1 scheme
- **Determined Ai Domain Security** — DMARC

## Plans (1)

- **Determined Ai Plans Pricing**

## Tags

Artificial Intelligence, Deep Learning, Machine-Learning, MLOps

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Profiled by [API Evangelist](https://apievangelist.com) and published on [APIs.io](https://apis.io/providers/determined-ai/). Scores are computed from the provider's own public artifacts under a published rubric.