Can B200 192GB SXM run GLM-4.5-Air?

NVIDIA · 192 GB HBM3e · 8000 GB/s bandwidth · Z.ai · 110.5B (active 12B) · MoE · model ctx up to 128K

Yes — the B200 192GB SXM (192 GB HBM3e) can run GLM-4.5-Air. At Q4 with the default 8K context it needs ≈ 64.18 GB VRAM (weights 60.78 GB + KV cache 2.4 GB + 1 GB runtime overhead), which fits within 192 GB. Decode at Q4/8K: ≈ 424.2 tok/s (estimated, batch 1). FP16 needs ≈ 224.4 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	62.98 GB	Yes	424.2 est.
Q4	8K default	64.18 GB	Yes	424.2 est.
Q4	32K	71.38 GB	Yes	424.2 est.
FP16	4K	223.2 GB	No	246.7 est.
FP16	8K default	224.4 GB	No	244.0 est.
FP16	32K	231.6 GB	No	229.1 est.

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).

VRAM breakdown at 8K context

Quant	Weights	KV cache	Overhead	Total needed	B200 192GB SXM VRAM
Q4	60.78 GB	2.4 GB	1 GB	64.18 GB	192 GB
FP16	221.0 GB	2.4 GB	1 GB	224.4 GB	192 GB

Other GPUs that run GLM-4.5-Air

• MI300X 192GB — ≈281.1 tok/s Q4 est.
• H200 141GB SXM5 — ≈254.5 tok/s Q4 est.
• H100 80GB SXM5 — ≈177.7 tok/s Q4 est.
• Gaudi 3 128GB — ≈173.7 tok/s Q4 est.
• A100 80GB SXM4 — ≈108.1 tok/s Q4 est.
• Mac Studio M3 Ultra 96GB — ≈43.4 tok/s Q4 est.
• Mac Studio M2 Ultra 192GB — ≈42.4 tok/s Q4 est.
• MacBook Pro M4 Max 128GB — ≈28.0 tok/s Q4 measured

All GPUs for GLM-4.5-Air →

Other models for the B200 192GB SXM

• gemma-3-1b-it — ≈5000 tok/s Q4 est.
• Qwen3-0.6B — ≈5000 tok/s Q4 est.
• Llama-3.2-1B-Instruct — ≈4242.4 tok/s Q4 est.
• Qwen3-1.7B — ≈2545.5 tok/s Q4 est.
• Qwen3-30B-A3B — ≈1697.0 tok/s Q4 est.
• Qwen3-Coder-30B-A3B-Instruct — ≈1697.0 tok/s Q4 est.
• GLM-4.7-Flash — ≈1697.0 tok/s Q4 est.
• Qwen3-30B-A3B-Instruct-2507 — ≈1697.0 tok/s Q4 est.

All models on the B200 192GB SXM →