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Test Your Hardware

Detecting your hardware...

Hardware Requirements

Beginner tip: minimum values mean the model can start, while recommended values usually feel smoother during real use.

QuantizationFile SizeMin VRAMRecommended VRAMMin RAMContext
Q4_K_MEasiest13 GB15 GB20 GB20 GB8K / 32K
Q8_023 GB25 GB28 GB28 GB8K / 32K

Strong OpenClaw Model Candidate

Codestral 22B is a common OpenClaw pick for local agent workflows. Use this model with Ollama, llama.cpp, or LM Studio, then confirm full OpenClaw hardware compatibility.

Full Model DetailsBest GPU for Codestral 22BCodestral 22B pros & consDecision WizardBrowse All Models