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32% of 1,581 scanned PCs run Gemma 3 27B fully on GPU.

964 keep at least some work on GPU. Based on anonymous compatibility checks.

Full GPU
504
Partial GPU
18
Hybrid CPU+GPU
442
CPU Only
214
Can't Run
403

Test Your Hardware

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Hardware Requirements

Beginner tip: minimum values mean the model can start, while recommended values usually feel smoother during real use. VRAM is your GPU's dedicated memory; RAM is your system memory used as fallback. See the full glossary.

QuantizationFile SizeMin VRAMRecommended VRAMMin RAMContext
Q4_K_MEasiest16 GB18 GB24 GB20 GB8K / 32K
Q8_028.7 GB30 GB36 GB36 GB8K / 32K

Not sure your GPU has enough VRAM? Compare GPUs that can run Gemma 3 27B.

Recommended GPUs for Gemma 3 27B

These GPUs meet the recommended 24 GB VRAM for the Q4_K_M quantization. Estimated speeds are approximate and assume full GPU offloading.

Need a detailed comparison? See all GPU rankings for Gemma 3 27B.

Strong OpenClaw Model Candidate

Gemma 3 27B 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.

Why choose Gemma 3 27B?

General-purpose local model brief

  • Pilot testing with your own tasks
  • Controlled local experiments

Quantization tip: Benchmark at least two quantizations and validate with a task-specific eval set before production use.

Full Model DetailsBest GPU for Gemma 3 27BCheck on RTX 4090Gemma 3 27B pros & consSetup GuidesDecision WizardBrowse All Models