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Full detail: Where this data comes from
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.
APIs.json: https://raw.githubusercontent.com/api-evangelist/prime-intellect/refs/heads/main/apis.yml
- Type: Index
- Position: Provider
- Access: 3rd-Party
- AI
- Artificial Intelligence
- Reinforcement Learning
- GPU Compute
- Decentralized Compute
- Foundation Models
- Inference
- Sandboxes
- Training
- Environments
- Evaluations
- LoRA
- Open Source
- Agents
- Created: 2026-05-25
- Modified: 2026-05-25
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.
- Human URL: https://docs.primeintellect.ai/api-reference/managing-pods
- Base URL:
https://api.primeintellect.ai
- GPU Compute
- Marketplace
- Pods
- Disks
- SSH Keys
- Availability
- Documentation
- Documentation
- Documentation
- Documentation
- OpenAPI — OpenAPI Specification
- Postman Collection — Postman Collection 2.1
- Open Collection — Open Collection 1.0
- JSON Schema — JSON Schema
- JSON-LD — JSON-LD
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.
- Human URL: https://docs.primeintellect.ai/sandboxes/overview
- Base URL:
https://api.primeintellect.ai
- Sandbox
- Code Execution
- Agents
- Tunnels
- Documentation
- Documentation
- Documentation
- Documentation
- OpenAPI — OpenAPI Specification
- Postman Collection — Postman Collection 2.1
- Open Collection — Open Collection 1.0
- JSON Schema — JSON Schema
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.
- Human URL: https://docs.primeintellect.ai/hosted-training/what-is-lab
- Base URL:
https://api.primeintellect.ai
- Reinforcement Learning
- Training
- Fine-Tuning
- Foundation Models
- Billing
- Documentation
- Documentation
- Documentation
- Pricing
- OpenAPI — OpenAPI Specification
- Postman Collection — Postman Collection 2.1
- Open Collection — Open Collection 1.0
- JSON Schema — JSON Schema
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.
- Human URL: https://docs.primeintellect.ai/tutorials-environments/hosted-evaluations
- Base URL:
https://api.primeintellect.ai
- Evaluations
- Benchmarks
- Reinforcement Learning
- Environments
- Documentation
- Documentation
- Documentation
- OpenAPI — OpenAPI Specification
- Postman Collection — Postman Collection 2.1
- Open Collection — Open Collection 1.0
- JSON Schema — JSON Schema
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.
- Human URL: https://docs.primeintellect.ai/inference/overview
- Base URL:
https://api.pinference.ai/api/v1
- Inference
- OpenAI Compatible
- Foundation Models
- LLM
- Documentation
- Documentation
- Documentation
- OpenAPI — OpenAPI Specification
- Postman Collection — Postman Collection 2.1
- Open Collection — Open Collection 1.0
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.
- Human URL: https://docs.primeintellect.ai/api-reference/teams
- Base URL:
https://api.primeintellect.ai
- Account
- Teams
- Secrets
- Images
- Administration
- Documentation
- Authentication
- OpenAPI — OpenAPI Specification
- Postman Collection — Postman Collection 2.1
- Open Collection — Open Collection 1.0
- Website
- Documentation
- Portal
- API Reference
- OpenAPI — OpenAPI Specification
- Authentication
- C L I
- SDK
- SDK
- SDK
- Open Source
- Open Source
- Open Source
- Open Source
- Open Source
- Git Hub
- Hugging Face
- Blog
- Pricing
- Plans
- Rate Limits
- Fin Ops
- Discord
- Events
- Careers
- Contact
FN: Kin Lane Email: kin@apievangelist.com