llamaperf

NVIDIA H200 vs NVIDIA RTX Pro 6000 Blackwell for local LLMs

2 reports on the NVIDIA H200 and 70 on the NVIDIA RTX Pro 6000 Blackwell

Which is faster for local LLMs?

Nobody has reported the same model at the same quant on both cards yet, so there's no measured head-to-head. Memory bandwidth, which caps how fast a card can write, is 2.7x higher on the NVIDIA H200 (4,800 GB/s on the NVIDIA H200, 1,792 on the NVIDIA RTX Pro 6000 Blackwell). The estimates below compare them on the models people run most.

NVIDIA H200
Memory
141GB
Memory bandwidth
4,800 GB/s
FP16 compute
989 TFLOPS
Reports
2
NVIDIA RTX Pro 6000 Blackwell
Memory
96GB
Memory bandwidth
1,792 GB/s
FP16 compute
503 TFLOPS
Reports
70

Estimated by the calculator

The quant the calculator recommends for each card and its estimated speed at a 32,768-token context with 32 GB of system RAM, from memory bandwidth and the model's shape.

ModelNVIDIA H200NVIDIA RTX Pro 6000 Blackwell
Qwen3.8 27B48.9 t/sFP1618.3 t/sFP16
Qwen3.8 125B · 6B active191.1 t/sQ6_K83.1 t/sQ5_K_S
Qwen3.6 35B · 3B active176.0 t/sFP1657.5 t/sFP16
DeepSeek V4 Flash 284B · 13B active362.5 t/sQ3_K_S130.8 t/sQ2_K
Qwen3.6 27B48.9 t/sFP1618.3 t/sFP16
Gemma 4 26B · 4B active132.0 t/sFP1649.3 t/sFP16

Change the context, RAM or model in the calculator: NVIDIA H200 · NVIDIA RTX Pro 6000 Blackwell

Every report on each card, with its source: NVIDIA H200 · NVIDIA RTX Pro 6000 Blackwell

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