NVIDIA H100 PCIe 80GB~58 tok/s (Q4)

Qwen/Qwen3-Next-80B-A3B-Thinking speed on NVIDIA H100 PCIe 80GB

Quantization-specific throughput and VRAM requirements for Qwen/Qwen3-Next-80B-A3B-Thinking running on NVIDIA H100 PCIe 80GB.

Speed Snapshot

Topline estimate from compatibility data

ModelQwen/Qwen3-Next-80B-A3B-Thinking

GPUNVIDIA H100 PCIe 80GB

Q4 speed58 tok/s

Q4 VRAM required39GB

Data Source

Calculation and benchmark status

Speed values come from the compatibility dataset (`estimatedTokensPerSec`) and are sorted by quantization.

For full verdict logic and alternate GPUs, see the canonical compatibility page.

Quantization Speed Table

Quantization	VRAM needed	VRAM available	Speed	Verdict
Q4	39GB	80GB	58 tok/s	✅ Fits
Q8	78GB	80GB	43 tok/s	✅ Fits
FP16	156GB	80GB	26 tok/s	❌ Not recommended