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Inference

Run models in production through one API.

Call open and frontier models such as DeepSeek V3.2 and Llama 4 Scout through one OpenAI-compatible API, or serve your own weights with vLLM on an H100.

H100from $3.58/hr

What you can build

Three jobs people run here. Each on a product you can start today.

Inference

One API for every model

The endpoint speaks the OpenAI format, so existing clients work with a new base URL. Switch models by changing one field.

See model prices
Crate

Self-host with the Inference crate

The Inference crate is a ready image your instance boots, with vLLM or SGLang one command away. Serve your weights on a GPU you pick.

Compare serving GPUs
Storage

Weights that stay put

Keep model weights on a volume, so the next instance mounts them instead of downloading them again.

Read how volumes work

Examples

Ask your agent. Or read the code it writes.

Connected by the line, Claude Code or Codex calls the Runcrate tools for you: launch, copy files, run, delete.

Hand this to your agent

Add a Runcrate model to this project: run curl -fsSL"https://runcrate.ai/agents.md?intent=build"and follow it.

Your agent asks for an API key. Create a key

Works inClaude CodeCodexOpenCodeClineRoo CodeKilo CodeCursor
Docs
Send the chat request in request.json to DeepSeek V3.2 on Runcrate and print the reply. Runs curl https://api.runcrate.ai/v1/chat/completions -H "Authorization: Bearer $RUNCRATE_API_KEY" -d @request.json.

Models and tools

Models and engines people serve. Call them, or run them yourself.

NameRoleRuns on
DeepSeek V3.2Chat, code and reasoningInference API
Llama 4 ScoutLong-context open modelInstance or API
gpt-oss-120bOpen-weight reasoning with toolsInstance or API
Qwen3 235B InstructMultilingual, long contextInstance or API
vLLMServing engine for your weightsInstance
SGLangServing engine for your weightsInstance

How it works

From first call to production. Three steps.

  1. 01

    Pick your approach

    Call a model through the Inference API, or launch an instance with the Inference crate when you need your own weights and settings.

  2. 02

    Point your client at Runcrate

    Set the base URL to https://api.runcrate.ai/v1 and use your API key. The OpenAI SDKs and the Runcrate SDKs both work.

  3. 03

    Watch usage

    See requests, tokens and spend in the usage dashboard. The API bills per token; instances bill for the time they run.

Pricing

What it costs. Live prices, as billed.

See every GPU price

Name

As billed

  • H100

    GPU, 80GB, cheapest offer

    $3.58/hr

  • L40S

    GPU, 48GB, cheapest offer

    $0.55/hr

  • DeepSeek V3.2

    DeepSeek

    $0.273 in, $0.399 out per 1M tokens

  • Llama 4 Scout 17B 16E

    Meta

    $0.105 in, $0.315 out per 1M tokens

  • gpt-oss 120B

    OpenAI

    $0.0389 in, $0.179 out per 1M tokens