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Can RTX Pro 6000 (Blackwell, 96 GB) run gpt-oss 120B?

Yes. Measured 196.31 tok/s generation (llama.cpp, MXFP4; source).

Every measured result for gpt-oss 120B on RTX Pro 6000 (Blackwell, 96 GB)

BuildQuant / setupEnginetok/s
RTX Pro 6000 96GB workstation cardMXFP4llama.cpp196.31source

Memory: RTX Pro 6000 (Blackwell, 96 GB) has 96 GB. gpt-oss 120B weights are about 65 GB in its native format (OpenAI model card: 117B total, 5.1B active). Arithmetic, not a measurement; long contexts need more. Check other quants in the VRAM calculator.

Speeds are decode (generation) tokens/sec as reported by each source; quant, engine and context differ, so small gaps are noise.

All measured speeds for gpt-oss 120B: best home rig for gpt-oss 120B.

gpt-oss 120B on other hardware: Apple M2 Ultra

Other models measured on RTX Pro 6000 (Blackwell, 96 GB): gpt-oss 20B

Not enough VRAM? Rent before you buy. Run gpt-oss 120B on a bigger GPU on a rented 24–96 GB cloud GPU by the hour and see the real speed before spending €1,000+. Try it on RunPod
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