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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.

6 APIs 13 Capabilities 0 Features
AIArtificial IntelligenceReinforcement LearningGPU ComputeDecentralized ComputeFoundation ModelsInferenceSandboxesTrainingEnvironmentsEvaluationsLoRAOpen SourceAgents

Prime Intellect publishes 6 APIs on the APIs.io network, including Compute API, Sandbox API, Training API, and 3 more. Tagged areas include AI, Artificial Intelligence, Reinforcement Learning, GPU Compute, and Decentralized Compute.

The Prime Intellect catalog on APIs.io includes 13 machine-runnable capabilities and 1 JSON-LD context.

Prime Intellect’s developer surface includes documentation, developer portal, API reference, authentication, CLI, SDKs, GitHub presence, and 21 more developer resources.

APIs

Prime Intellect Compute API

Programmatic access to the Prime Intellect compute marketplace. Query GPU availability across 50+ providers, provision and manage on-demand or multi-node GPU pods (1-256 GPUs ac...

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 Evaluations API

Create, manage, and submit samples to evaluations against the Prime Intellect Environments Hub (2,500+ RL environments). Supports both client-driven evaluations (push samples, f...

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 Platform API

Account, team, secrets, image, and cluster administration. Whoami and team membership, secret CRUD for use inside pods and sandboxes, Docker image builds with public/private vis...

Capabilities

Prime Intellect Compute API — Availability

Prime Intellect Compute API — Availability. 6 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Compute API — Disks

Prime Intellect Compute API — Disks. 5 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Compute API — Pods

Prime Intellect Compute API — Pods. 7 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Evaluations API — Evaluations

Prime Intellect Evaluations API — Evaluations. 7 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Evaluations API — Hosted Evaluations

Prime Intellect Evaluations API — Hosted Evaluations. 4 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Inference API — Chat

Prime Intellect Inference API — Chat. 2 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Platform API — Images

Prime Intellect Platform API — Images. 6 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Platform API — Secrets

Prime Intellect Platform API — Secrets. 5 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Platform API — User & Teams

Prime Intellect Platform API — User & Teams. 4 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Sandbox API — Sandboxes

Prime Intellect Sandbox API — Sandboxes. 11 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Sandbox API — Tunnels

Prime Intellect Sandbox API — Tunnels. 4 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Training API — Billing

Prime Intellect Training API — Billing. 2 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Prime Intellect Training API — Runs

Prime Intellect Training API — Runs. 2 operations. Self-contained Naftiko capability covering one Prime Intellect business surface.

Run with Naftiko

Semantic Vocabularies

Prime Intellect Context

0 classes · 8 properties

JSON-LD

Resources

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Website
Website
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Documentation
Documentation
🌐
Portal
Portal
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APIReference
APIReference
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OpenAPI
OpenAPI
🔑
Authentication
Authentication
🔗
CLI
CLI
📦
SDK
SDK
📦
SDK
SDK
📦
SDK
SDK
🔗
OpenSource
OpenSource
🔗
OpenSource
OpenSource
🔗
OpenSource
OpenSource
🔗
OpenSource
OpenSource
🔗
OpenSource
OpenSource
👥
GitHub
GitHub
🔗
HuggingFace
HuggingFace
📰
Blog
Blog
💰
Pricing
Pricing
🔗
Plans
Plans
🔗
RateLimits
RateLimits
🔗
FinOps
FinOps
🔗
Discord
Discord
🔗
Twitter
Twitter
🔗
LinkedIn
LinkedIn
🔗
Events
Events
🔗
Careers
Careers
🔗
Contact
Contact

Sources

Raw ↑
aid: prime-intellect
url: https://raw.githubusercontent.com/api-evangelist/prime-intellect/refs/heads/main/apis.yml
apis:
- aid: prime-intellect:prime-intellect-compute-api
  name: Prime Intellect Compute API
  tags:
  - GPU Compute
  - Marketplace
  - Pods
  - Disks
  - SSH Keys
  - Availability
  humanURL: https://docs.primeintellect.ai/api-reference/managing-pods
  baseURL: https://api.primeintellect.ai
  properties:
  - 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: Documentation
  - url: openapi/prime-intellect-compute-api-openapi.yml
    type: OpenAPI
  - url: json-schema/prime-intellect-pod-schema.json
    type: JSONSchema
  - url: json-ld/prime-intellect-context.jsonld
    type: JSONLD
  - type: NaftikoCapability
    url: capabilities/compute-pods.yaml
  - type: NaftikoCapability
    url: capabilities/compute-availability.yaml
  - type: NaftikoCapability
    url: capabilities/compute-disks.yaml
  description: Programmatic access to the Prime Intellect compute marketplace. Query GPU availability across 50+
    providers, provision and manage on-demand or multi-node GPU pods (1-256 GPUs across H100, H200, B200, B300,
    A100), attach persistent network disks, and manage SSH keys for pod access. Backs the `prime pods`,
    `prime availability`, and `prime disks` CLI commands.
- 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
  - type: NaftikoCapability
    url: capabilities/sandbox-sandboxes.yaml
  - type: NaftikoCapability
    url: capabilities/sandbox-tunnels.yaml
  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
  - type: NaftikoCapability
    url: capabilities/training-runs.yaml
  - type: NaftikoCapability
    url: capabilities/training-billing.yaml
  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-evaluations-api
  name: Prime Intellect Evaluations API
  tags:
  - Evaluations
  - Benchmarks
  - Reinforcement Learning
  - Environments
  humanURL: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
  baseURL: https://api.primeintellect.ai
  properties:
  - 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: Documentation
  - url: openapi/prime-intellect-evaluations-api-openapi.yml
    type: OpenAPI
  - url: json-schema/prime-intellect-evaluation-schema.json
    type: JSONSchema
  - type: NaftikoCapability
    url: capabilities/evals-evaluations.yaml
  - type: NaftikoCapability
    url: capabilities/evals-hosted.yaml
  description: Create, manage, and submit samples to evaluations against the Prime Intellect Environments Hub
    (2,500+ RL environments). Supports both client-driven evaluations (push samples, finalize, retrieve) and
    fully hosted evaluations executed by Prime Intellect with logs, cancellation, and selectable inference
    models. Backs `prime eval` CLI commands.
- aid: prime-intellect:prime-intellect-inference-api
  name: Prime Intellect Inference API
  tags:
  - 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
  - type: NaftikoCapability
    url: capabilities/inference-chat.yaml
  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-platform-api
  name: Prime Intellect Platform API
  tags:
  - Account
  - Teams
  - Secrets
  - Images
  - Administration
  humanURL: https://docs.primeintellect.ai/api-reference/teams
  baseURL: https://api.primeintellect.ai
  properties:
  - url: https://docs.primeintellect.ai/api-reference/teams
    type: Documentation
  - url: https://docs.primeintellect.ai/api-reference/api-keys
    type: Authentication
  - url: openapi/prime-intellect-platform-api-openapi.yml
    type: OpenAPI
  - type: NaftikoCapability
    url: capabilities/platform-user.yaml
  - type: NaftikoCapability
    url: capabilities/platform-secrets.yaml
  - type: NaftikoCapability
    url: capabilities/platform-images.yaml
  description: Account, team, secrets, image, and cluster administration. Whoami and team membership, secret CRUD
    for use inside pods and sandboxes, Docker image builds with public/private visibility, registry credential
    checks, FRP plugin validation, and admin-only cluster + node-log endpoints.
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:
- AI
- Artificial Intelligence
- Reinforcement Learning
- GPU Compute
- Decentralized Compute
- Foundation Models
- Inference
- Sandboxes
- Training
- Environments
- Evaluations
- LoRA
- Open Source
- Agents
kind: contract
image: https://kinlane-productions2.s3.amazonaws.com/apis-json/apis-json-logo.jpg
access: 3rd-Party
type: Index
position: Provider
specificationVersion: '0.20'
created: '2026-05-25'
modified: '2026-05-25'
common:
- 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: SDK
  url: https://github.com/PrimeIntellect-ai/prime
  name: Prime CLI & Python SDK
- type: SDK
  url: https://pypi.org/project/prime/
  name: prime (PyPI)
- type: SDK
  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 — async RL training framework
- type: OpenSource
  url: https://github.com/PrimeIntellect-ai/renderers
  name: renderers — programmable chat templates
- type: OpenSource
  url: https://github.com/PrimeIntellect-ai/research-environments
  name: research-environments
- type: OpenSource
  url: https://github.com/PrimeIntellect-ai/community-environments
  name: community-environments
- type: GitHub
  url: https://github.com/PrimeIntellect-ai
- type: HuggingFace
  url: https://huggingface.co/PrimeIntellect
- type: Blog
  url: https://www.primeintellect.ai/blog
- type: Pricing
  url: https://docs.primeintellect.ai/hosted-training/models-and-pricing
- type: Plans
  url: plans/prime-intellect-plans-pricing.yml
- type: RateLimits
  url: rate-limits/prime-intellect-rate-limits.yml
- type: FinOps
  url: finops/prime-intellect-finops.yml
- type: Discord
  url: https://discord.gg/primeintellect
- type: Twitter
  url: https://x.com/PrimeIntellect
- type: LinkedIn
  url: https://www.linkedin.com/company/primeintellect-ai
- type: Events
  url: https://luma.com/primeintellect
- type: Careers
  url: https://jobs.ashbyhq.com/PrimeIntellect
- type: Contact
  url: https://www.primeintellect.ai/contact
maintainers:
- FN: Kin Lane
  email: [email protected]