NVIDIA · 141 GB HBM3e · 4800 GB/s bandwidth ·
Alibaba · 122.0B (active 10.0B) · MoE · model ctx up to 256K
Yes — the H200 141GB SXM5 (141 GB HBM3e) can run Qwen3.5-122B-A10B. At Q4 with the default 8K context it needs ≈ 70.1 GB VRAM (weights 67.1 GB + KV cache 2.0 GB + 1 GB runtime overhead), which fits within 141 GB. Decode at Q4/8K: ≈ 305.5 tok/s (estimated, batch 1). FP16 needs ≈ 247.0 GB — does not fit on this card. Estimates come from memory-bandwidth math; rows tagged measured override estimates. Relative ranking is more reliable than absolute tok/s. Methodology.
Fit & speed by quant and context
Quant
Context
VRAM needed
Fits?
tok/s (decode)
Q4
4K
69.1 GB
Yes
305.5est.
Q4
8K default
70.1 GB
Yes
305.5est.
Q4
32K
76.1 GB
Yes
305.5est.
FP16
4K
246.0 GB
No
78.8est.
FP16
8K default
247.0 GB
No
78.2est.
FP16
32K
253.0 GB
No
74.5est.
Fits = weights + KV(ctx) + 1 GB overhead ≤ 95% of VRAM. Measured
anchors are context-agnostic; the fit verdict is recomputed per context. A missing tok/s
means the model is far beyond this card (offload-only territory).