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 <p class="lg:col-span-3"><b>GPUs and inference for your agents.</b> <a href="https://www.runcrate.ai/?utm_source=huggingface&utm_medium=directory&utm_campaign=gpu_pricing" class="underline">runcrate.ai</a></p>
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-<li><b>Inference:</b> 200+ open models (DeepSeek, Qwen, Llama, Kimi, FLUX, Whisper) behind one OpenAI-compatible API at <code>https://api.runcrate.ai/v1</code>, priced per token, image or second. <a href="https://www.runcrate.ai/inference/pricing?utm_source=huggingface&utm_medium=directory&utm_campaign=gpu_pricing" class="underline">Models and prices</a></li>
-<li><b>GPU instances:</b> H100, H200, A100, L40S, RTX 4090 and 20+ more GPU models by the hour, with SSH, Jupyter and VS Code in the browser. About four minutes to running; most GPUs bill by the second. <a href="https://www.runcrate.ai/pricing?utm_source=huggingface&utm_medium=directory&utm_campaign=gpu_pricing" class="underline">GPU pricing</a></li>
+<li><b>Inference:</b> open models (DeepSeek, Qwen, Llama, Kimi, FLUX, Whisper) behind one OpenAI-compatible API at <code>https://api.runcrate.ai/v1</code>, priced per token, image, second or minute depending on the model. <a href="https://www.runcrate.ai/inference/pricing?utm_source=huggingface&utm_medium=directory&utm_campaign=gpu_pricing" class="underline">Models and prices</a></li>
+<li><b>GPU marketplace:</b> rent H100, H200, A100, L40S, RTX 4090 and more with SSH, priced per GPU-hour and billed by the second on most GPUs, by the minute on a few. <a href="https://www.runcrate.ai/pricing?utm_source=huggingface&utm_medium=directory&utm_campaign=gpu_pricing" class="underline">GPU pricing</a></li>
 <li><b>Built for agents:</b> a remote MCP server at <code>https://mcp.runcrate.ai/mcp</code> (OAuth sign-in, no key) lets Claude Code, Cursor or Codex launch a GPU, run commands on it and shut it down. <a href="https://www.runcrate.ai/docs/mcp/setup?utm_source=huggingface&utm_medium=directory&utm_campaign=mcp" class="underline">MCP setup</a></li>
 <li><b>Tools:</b> CLI (<code>brew install aeonmindai/tap/runcrate</code>), Python (<code>pip install runcrate-sdk</code>) and TypeScript (<code>npm i @runcrate/sdk</code>) SDKs.</li>
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