Prime Intellect

Prime Intellect is a San Francisco–based startup building an open and decentralized stack for developing and improving AI agents through reinforcement learning. The company combines a 50+ provider GPU compute marketplace (single-node and 1–256 GPU multi-node clusters across H100, H200, B200, and B300), a managed RL post-training service ("Lab") that fine-tunes Qwen3.5, Llama, NVIDIA Nemotron, and OpenAI gpt-oss base models against a 2,500+ environment library (the Environments Hub), secure remote Python sandboxes for agent code execution, OpenAI-compatible inference at api.pinference.ai with LoRA adapter deployments, and an evaluations service that runs against the same environments. Prime Intellect is also the publisher of INTELLECT-3 (100B+ MoE trained with RL), INTELLECT-2 (32B trained via distributed RL), and the SYNTHETIC-2 dataset of four million reasoning traces, and develops the open-source `verifiers` RL library and the `prime-rl` async RL training framework. Everything is exposed via a single bearer-token REST API at api.primeintellect.ai, a `prime` Python CLI/SDK (PyPI: `prime`, lightweight `prime-sandboxes`), and the OpenAI protocol on the inference plane.

Prime Intellect publishes 20 APIs on the APIs.io network, including Sandbox API, Training API, Inference API, and 17 more. Tagged areas include Artificial Intelligence, Reinforcement Learning, GPU Compute, Decentralized Compute, and Foundation Models.

The Prime Intellect catalog on APIs.io includes 1 JSON-LD context and 1 Spectral governance ruleset.

Prime Intellect’s developer surface includes authentication, documentation, developer portal, API reference, CLI, GitHub presence, engineering blog, and 27 more developer resources.

🌐 Visit website 📡 Source on GitHub

56.5/100 strong ▬ flat Agent 27/100 agent aware saas Full breakdown ↓
scored 2026-09-08 · rubric v0.20.0

AccessPaid

3 APIs

Artificial Intelligence Reinforcement Learning GPU Compute Decentralized Compute Foundation Models Inference Sandboxes Training Environments Evaluations LoRA Open-Source Agents

Kin Score

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

Composite quality — 56.5/100 · strong

Contract Quality 15.8 / 23

Developer Ergonomics 12.6 / 18

Access Clarity 9.0 / 18

Operational Transparency 4.3 / 12

Contract Governance 1.1 / 11

Discoverability 6.2 / 9

Create-or-Update Ergonomics 2.8 / 10

Agent readiness — 27/100 · agent aware

Machine-Readable Contract 18 / 18

Agentic Access Contract 10 / 10

Documented Reversibility 6 / 6

MCP Server 0 / 12

Machine-Readable Auth 10 / 10

Idempotency 0 / 9

Stable Error Semantics 8 / 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

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/prime-intellect: 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 20

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

Prime Intellect Sandbox API

Secure remote code-execution sandboxes for AI agents. Create and manage Python-3.11-slim-based sandboxes, expose ports for HTTP services running inside the sandbox, open SSH ses...

Prime Intellect Training API

Hosted reinforcement-learning post-training service ("Lab"). Launch dedicated training runs against a catalog of base models — Qwen3.5 (0.8B through 397B-A17B), Llama 1B/3B Inst...

Prime Intellect Inference API

OpenAI-compatible inference API for hosted frontier and open models served at api.pinference.ai. Supports streaming chat completions, the full set of OpenAI parameters (temperat...

Prime Intellect admin-clusters API

The admin-clusters API from Prime Intellect — 4 operation(s) for admin-clusters.

Prime Intellect admin-users API

The admin-users API from Prime Intellect — 1 operation(s) for admin-users.

Prime Intellect Availability API

The Availability API from Prime Intellect — 7 operation(s) for availability.

Prime Intellect Billing API

The Billing API from Prime Intellect — 2 operation(s) for billing.

Prime Intellect Disks API

The Disks API from Prime Intellect — 2 operation(s) for disks.

Prime Intellect evals API

The evals API from Prime Intellect — 5 operation(s) for evals.

Prime Intellect Feedback API

The Feedback API from Prime Intellect — 1 operation(s) for feedback.

Prime Intellect FRP Plugin API

The FRP Plugin API from Prime Intellect — 1 operation(s) for frp plugin.

Prime Intellect hosted-evaluations API

The hosted-evaluations API from Prime Intellect — 4 operation(s) for hosted-evaluations.

Prime Intellect Images API

The Images API from Prime Intellect — 7 operation(s) for images.

Prime Intellect Pods API

The Pods API from Prime Intellect — 5 operation(s) for pods.

Prime Intellect Secrets API

The Secrets API from Prime Intellect — 2 operation(s) for secrets.

Prime Intellect SSH Keys API

The SSH Keys API from Prime Intellect — 2 operation(s) for ssh keys.

Prime Intellect teams API

The teams API from Prime Intellect — 1 operation(s) for teams.

Prime Intellect Template API

The Template API from Prime Intellect — 2 operation(s) for template.

Prime Intellect Tunnel API

The Tunnel API from Prime Intellect — 2 operation(s) for tunnel.

Prime Intellect user API

The user API from Prime Intellect — 3 operation(s) for user.

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Postman Collections 20

Ready-to-run Postman collections for exercising this provider's APIs.

Prime Intellect Compute admin-clusters API

POSTMAN

Prime Intellect Compute admin-clusters admin-users API

POSTMAN

Prime Intellect Compute admin-clusters Availability API

POSTMAN

Prime Intellect Compute admin-clusters Billing API

POSTMAN

Prime Intellect Compute admin-clusters Disks API

POSTMAN

Prime Intellect Compute admin-clusters evals API

POSTMAN

Prime Intellect Compute admin-clusters Feedback API

POSTMAN

Prime Intellect Compute admin-clusters FRP Plugin API

POSTMAN

Prime Intellect Compute admin-clusters hosted-evaluations API

POSTMAN

Prime Intellect Compute admin-clusters Images API

POSTMAN

Prime Intellect Compute admin-clusters Inference API

POSTMAN

Prime Intellect Compute admin-clusters Pods API

POSTMAN

Prime Intellect Compute admin-clusters Sandbox API

POSTMAN

Prime Intellect Compute admin-clusters Secrets API

POSTMAN

Prime Intellect Compute admin-clusters SSH Keys API

POSTMAN

Prime Intellect Compute admin-clusters teams API

POSTMAN

Prime Intellect Compute admin-clusters Template API

POSTMAN

Prime Intellect Compute admin-clusters training API

POSTMAN

Prime Intellect Compute admin-clusters Tunnel API

POSTMAN

Prime Intellect Compute admin-clusters user API

POSTMAN

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Open Collections 24

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

API Collection

OPEN COLLECTION

Prime Intellect Compute admin-clusters API

OPEN COLLECTION

Prime Intellect Compute admin-clusters admin-users API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Availability API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Billing API

OPEN COLLECTION

Prime Intellect Compute API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Disks API

OPEN COLLECTION

Prime Intellect Compute admin-clusters evals API

OPEN COLLECTION

Prime Intellect Evaluations API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Feedback API

OPEN COLLECTION

Prime Intellect Compute admin-clusters FRP Plugin API

OPEN COLLECTION

Prime Intellect Compute admin-clusters hosted-evaluations API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Images API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Inference API

OPEN COLLECTION

Prime Intellect Platform API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Pods API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Sandbox API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Secrets API

OPEN COLLECTION

Prime Intellect Compute admin-clusters SSH Keys API

OPEN COLLECTION

Prime Intellect Compute admin-clusters teams API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Template API

OPEN COLLECTION

Prime Intellect Compute admin-clusters training API

OPEN COLLECTION

Prime Intellect Compute admin-clusters Tunnel API

OPEN COLLECTION

Prime Intellect Compute admin-clusters user API

OPEN COLLECTION

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Pricing Plans 1

Published pricing tiers and plan structures.

Prime Intellect Plans Pricing

6 plans

PLANS

Rate Limits 1

Documented rate limits and quota policies.

Prime Intellect Rate Limits

3 limits

RATE LIMITS

FinOps 1

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

Prime Intellect Finops

FINOPS

Semantic Vocabularies 1

JSON-LD contexts and semantic vocabularies used across these APIs.

Prime Intellect Context

0 classes · 8 properties

JSON-LD

Spectral Rules 1

Spectral governance rulesets for linting and validating these APIs.

Prime Intellect API Rules

5 rules · 4 warnings 1 info

SPECTRAL

JSON Schema 4

Standalone JSON Schema definitions for this provider's data models.

Prime Intellect Evaluation

10 properties

JSON SCHEMA

Prime Intellect Pod

12 properties

JSON SCHEMA

Prime Intellect Sandbox

8 properties

JSON SCHEMA

Prime Intellect Training Run

10 properties

JSON SCHEMA

Security Posture 3

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

Prime Intellect Authentication

http · 1 scheme

SECURITY

Prime Intellect Domain Security

TLSv1.3 · HSTS · DMARC

SECURITY

Prime Intellect Vulnerability Disclosure

disclosure policy published

SECURITY

Agentic Access 1

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

Prime Intellect Agentic Access

86 operations · 42 acting

AGENTIC

Resources

Get Started 1

Portal, sign-up, and the first successful call

Portal

Portal

Documentation 3

Reference material describing how the API behaves

Documentation

Documentation

APIReference

APIReference

OpenAPI

OpenAPI

Agent Surfaces 1

MCP servers, agent skills, and machine-readable catalogs

AgenticAccess

AgenticAccess

Build 6

SDKs, sample code, and the tooling you integrate with

PostmanWorkspace

CLI

SDKs

SDKs

SDKs

GitHub

Access & Security 4

Authentication, authorization, and security posture

VulnerabilityDisclosure

VulnerabilityDisclosure

DomainSecurity

DomainSecurity

Authentication

Authentication

Authentication

Authentication

Operate 3

Status, limits, changes, and where to get help

RateLimits

RateLimits

Discord

Discord

Contact

Contact

Commercial 3

Pricing, plans, and the legal terms of use

Pricing

Pricing

Plans

Plans

FinOps

FinOps

Company 5

The organization behind the API

Website

Website

Blog

Blog

Twitter

Twitter

LinkedIn

Careers

Careers

Other 8

Properties that don't map to a standard resource type

CapabilityMap

OpenSource

OpenSource

OpenSource

OpenSource

OpenSource

HuggingFace

Events

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Source (apis.yml)

aid: prime-intellect
url: https://raw.githubusercontent.com/api-evangelist/prime-intellect/refs/heads/main/apis.yml
apis:
- aid: prime-intellect:prime-intellect-sandbox-api
  name: Prime Intellect Sandbox API
  tags:
  - Sandbox
  - Code Execution
  - Agents
  - Tunnels
  humanURL: https://docs.primeintellect.ai/sandboxes/overview
  baseURL: https://api.primeintellect.ai
  properties:
  - url: https://docs.primeintellect.ai/sandboxes/overview
    type: Documentation
  - url: https://docs.primeintellect.ai/sandboxes/sdk
    type: Documentation
  - url: https://docs.primeintellect.ai/sandboxes/cli
    type: Documentation
  - url: https://docs.primeintellect.ai/sandboxes/tunnel
    type: Documentation
  - url: openapi/prime-intellect-sandbox-api-openapi.yml
    type: OpenAPI
  - url: json-schema/prime-intellect-sandbox-schema.json
    type: JSONSchema
  description: Secure remote code-execution sandboxes for AI agents. Create and manage Python-3.11-slim-based sandboxes, expose
    ports for HTTP services running inside the sandbox, open SSH sessions, pull rich error context for failures, and provision
    reverse tunnels back into a sandbox from an external network. Available as a lightweight `prime-sandboxes` Python package
    (~50KB) in addition to the full `prime` CLI/SDK.
- aid: prime-intellect:prime-intellect-training-api
  name: Prime Intellect Training API
  tags:
  - Reinforcement Learning
  - Training
  - Fine-Tuning
  - Foundation Models
  - Billing
  humanURL: https://docs.primeintellect.ai/hosted-training/what-is-lab
  baseURL: https://api.primeintellect.ai
  properties:
  - url: https://docs.primeintellect.ai/hosted-training/what-is-lab
    type: Documentation
  - url: https://docs.primeintellect.ai/hosted-training/getting-started
    type: Documentation
  - url: https://docs.primeintellect.ai/hosted-training/end-to-end-run
    type: Documentation
  - url: https://docs.primeintellect.ai/hosted-training/models-and-pricing
    type: Pricing
  - url: openapi/prime-intellect-training-api-openapi.yml
    type: OpenAPI
  - url: json-schema/prime-intellect-training-run-schema.json
    type: JSONSchema
  description: Hosted reinforcement-learning post-training service ("Lab"). Launch dedicated training runs against a catalog
    of base models — Qwen3.5 (0.8B through 397B-A17B), Llama 1B/3B Instruct, NVIDIA Nemotron 30B/120B, OpenAI gpt-oss 20B/120B
    — drive them with environments from the Environments Hub, and retrieve token-level usage + USD cost per run from the billing
    endpoints. Pricing is per-million-token across separate input, output, and training meters.
- aid: prime-intellect:prime-intellect-inference-api
  name: Prime Intellect Inference API
  tags:
  - Inference
  - OpenAI-Compatible
  - Foundation Models
  - LLM
  tags_raw:
  - Inference
  - OpenAI Compatible
  - Foundation Models
  - LLM
  humanURL: https://docs.primeintellect.ai/inference/overview
  baseURL: https://api.pinference.ai/api/v1
  properties:
  - url: https://docs.primeintellect.ai/inference/overview
    type: Documentation
  - url: https://docs.primeintellect.ai/inference/usage
    type: Documentation
  - url: https://docs.primeintellect.ai/inference/adapter-deployments
    type: Documentation
  - url: openapi/prime-intellect-inference-api-openapi.yml
    type: OpenAPI
  description: OpenAI-compatible inference API for hosted frontier and open models served at api.pinference.ai. Supports streaming
    chat completions, the full set of OpenAI parameters (temperature, top_p, max_tokens, logprobs), and returns a `usage`
    object with input/output token counts and USD cost on every response. LoRA adapters can be served alongside base models
    via 1-click deployments.
- aid: prime-intellect:prime-intellect-admin-clusters-api
  name: Prime Intellect admin-clusters API
  description: The admin-clusters API from Prime Intellect — 4 operation(s) for admin-clusters.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - admin-clusters
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-admin-clusters-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-admin-users-api
  name: Prime Intellect admin-users API
  description: The admin-users API from Prime Intellect — 1 operation(s) for admin-users.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Admin Users
  tags_raw:
  - admin-users
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-admin-users-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-availability-api
  name: Prime Intellect Availability API
  description: The Availability API from Prime Intellect — 7 operation(s) for availability.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Availability
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-availability-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-billing-api
  name: Prime Intellect Billing API
  description: The Billing API from Prime Intellect — 2 operation(s) for billing.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Billing
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-billing-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-disks-api
  name: Prime Intellect Disks API
  description: The Disks API from Prime Intellect — 2 operation(s) for disks.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Disks
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-disks-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-evals-api
  name: Prime Intellect evals API
  description: The evals API from Prime Intellect — 5 operation(s) for evals.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Evals
  tags_raw:
  - evals
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-evals-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-feedback-api
  name: Prime Intellect Feedback API
  description: The Feedback API from Prime Intellect — 1 operation(s) for feedback.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Feedback
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-feedback-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-frp-plugin-api
  name: Prime Intellect FRP Plugin API
  description: The FRP Plugin API from Prime Intellect — 1 operation(s) for frp plugin.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - FRP Plugin
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-frp-plugin-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-hosted-evaluations-api
  name: Prime Intellect hosted-evaluations API
  description: The hosted-evaluations API from Prime Intellect — 4 operation(s) for hosted-evaluations.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - hosted-evaluations
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-hosted-evaluations-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-images-api
  name: Prime Intellect Images API
  description: The Images API from Prime Intellect — 7 operation(s) for images.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Image
  tags_raw:
  - Images
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-images-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-pods-api
  name: Prime Intellect Pods API
  description: The Pods API from Prime Intellect — 5 operation(s) for pods.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Pods
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-pods-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-secrets-api
  name: Prime Intellect Secrets API
  description: The Secrets API from Prime Intellect — 2 operation(s) for secrets.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Secrets
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-secrets-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-ssh-keys-api
  name: Prime Intellect SSH Keys API
  description: The SSH Keys API from Prime Intellect — 2 operation(s) for ssh keys.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - SSH Keys
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-ssh-keys-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-teams-api
  name: Prime Intellect teams API
  description: The teams API from Prime Intellect — 1 operation(s) for teams.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Team
  tags_raw:
  - teams
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-teams-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-template-api
  name: Prime Intellect Template API
  description: The Template API from Prime Intellect — 2 operation(s) for template.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - Template
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-template-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-tunnel-api
  name: Prime Intellect Tunnel API
  description: The Tunnel API from Prime Intellect — 2 operation(s) for tunnel.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - tunnel
  tags_raw:
  - Tunnel
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-tunnel-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
- aid: prime-intellect:prime-intellect-user-api
  name: Prime Intellect user API
  description: The user API from Prime Intellect — 3 operation(s) for user.
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  tags:
  - User
  tags_raw:
  - user
  properties:
  - type: OpenAPI
    url: openapi/prime-intellect-user-api-openapi.yml
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/introduction
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-pods
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/managing-disks
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/check-gpu-availability
  - type: JSONSchema
    url: json-schema/prime-intellect-pod-schema.json
  - type: JSONLD
    url: json-ld/prime-intellect-context.jsonld
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/environments
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/evaluating
  - type: Documentation
    url: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  - type: JSONSchema
    url: json-schema/prime-intellect-evaluation-schema.json
  - type: Documentation
    url: https://docs.primeintellect.ai/api-reference/teams
  - type: Authentication
    url: https://docs.primeintellect.ai/api-reference/api-keys
name: Prime Intellect
description: 'Prime Intellect is a San Francisco–based startup building an open and decentralized stack for developing and
  improving AI agents through reinforcement learning. The company combines a 50+ provider GPU compute marketplace (single-node
  and 1–256 GPU multi-node clusters across H100, H200, B200, and B300), a managed RL post-training service ("Lab") that fine-tunes
  Qwen3.5, Llama, NVIDIA Nemotron, and OpenAI gpt-oss base models against a 2,500+ environment library (the Environments Hub),
  secure remote Python sandboxes for agent code execution, OpenAI-compatible inference at api.pinference.ai with LoRA adapter
  deployments, and an evaluations service that runs against the same environments. Prime Intellect is also the publisher of
  INTELLECT-3 (100B+ MoE trained with RL), INTELLECT-2 (32B trained via distributed RL), and the SYNTHETIC-2 dataset of four
  million reasoning traces, and develops the open-source `verifiers` RL library and the `prime-rl` async RL training framework.
  Everything is exposed via a single bearer-token REST API at api.primeintellect.ai, a `prime` Python CLI/SDK (PyPI: `prime`,
  lightweight `prime-sandboxes`), and the OpenAI protocol on the inference plane.'
tags:
- Artificial Intelligence
- Reinforcement Learning
- GPU Compute
- Decentralized Compute
- Foundation Models
- Inference
- Sandboxes
- Training
- Environments
- Evaluations
- LoRA
- Open-Source
- Agents
tags_raw:
- AI
- Artificial Intelligence
- Reinforcement Learning
- GPU Compute
- Decentralized Compute
- Foundation Models
- Inference
- Sandboxes
- Training
- Environments
- Evaluations
- LoRA
- Open Source
- Agents
kind: contract
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/prime-intellect.png
access: 3rd-Party
type: Index
position: Producing
specificationVersion: '0.23'
created: '2026-05-25'
modified: '2026-05-25'
common:
- type: CapabilityMap
  url: capabilities/prime-intellect-capability-edges.yml
  name: Prime Intellect Business Capability Map
- type: PostmanWorkspace
  url: https://www.postman.com/kinlaneapi/prime-intellect/overview
- type: AgenticAccess
  url: agentic-access/prime-intellect-agentic-access.yml
- type: VulnerabilityDisclosure
  url: security/prime-intellect-vulnerability-disclosure.yml
- type: DomainSecurity
  url: security/prime-intellect-domain-security.yml
- type: Authentication
  url: authentication/prime-intellect-authentication.yml
- type: Website
  url: https://www.primeintellect.ai
- type: Documentation
  url: https://docs.primeintellect.ai
- type: Portal
  url: https://app.primeintellect.ai
- type: APIReference
  url: https://docs.primeintellect.ai/api-reference/introduction
- type: OpenAPI
  url: https://api.primeintellect.ai/openapi.json
- type: Authentication
  url: https://docs.primeintellect.ai/api-reference/api-keys
- type: CLI
  url: https://docs.primeintellect.ai/cli-reference/introduction
- type: SDKs
  url: https://github.com/PrimeIntellect-ai/prime
  name: Prime CLI & Python SDK
- type: SDKs
  url: https://pypi.org/project/prime/
  name: prime (PyPI)
- type: SDKs
  url: https://pypi.org/project/prime-sandboxes/
  name: prime-sandboxes (PyPI)
- type: OpenSource
  url: https://github.com/PrimeIntellect-ai/verifiers
  name: verifiers — RL environments + evals library
- type: OpenSource
  url: https://github.com/PrimeIntellect-ai/prime-rl
  name: prime-rl — as

# --- truncated at 32 KB (33 KB total) ---
# Full source: https://raw.githubusercontent.com/api-evangelist/prime-intellect/refs/heads/main/apis.yml

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