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Arc Pro B70 32GB vs B200 192GB SXM for Local LLMs

The B200 192GB SXM has about 1216% more memory bandwidth (8,000 vs 608 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 1216% faster on the B200 192GB SXM. The B200 192GB SXM fits more of the catalog at Q4/8K — 57 vs 39 of 69 models (192 vs 32 GB VRAM). Largest model that fits the B200 192GB SXM but not the Arc Pro B70 32GB: MiMo-V2.5 (310.0B). MSRP is $999 for the Arc Pro B70 32GB vs $40,000 for the B200 192GB SXM. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. Not retail-shoppable: B200 192GB SXM (datacenter-class; cloud rental is the realistic way to use it). In the Q4/8K head-to-head below (53 shared models), the B200 192GB SXM posts the higher tok/s in 53 rows vs 0. Methodology.

Spec comparison

Arc Pro B70 32GBB200 192GB SXM
VendorIntelNVIDIA
VRAM32 GB192 GB
Memory typeGDDR6HBM3e
Memory bandwidth608 GB/s8,000 GB/s
TDP225 W1000 W
MSRP (list)$999$40,000
BuySearch Amazon (affiliate)

MSRP is the launch list price, not live retail. Buy links are Amazon affiliate links — the price after you click is the live price.

Q4 / 8K head-to-head — top 15 of 53 shared models

ModelParams (B)Arc Pro B70 32GB tok/sArc Pro B70 32GB fitsB200 192GB SXM tok/sB200 192GB SXM fitsWinner
MiniCPM5-1B1.08358.2 est.Yes4713.8 est.YesB200 192GB SXM
Qwen3.5-2B2.0193.5 est.Yes2545.5 est.YesB200 192GB SXM
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3168.2 est.Yes2213.4 est.YesB200 192GB SXM
Qwen3.6-35B-A3B36.0129.0 est.Yes1697.0 est.YesB200 192GB SXM
Qwen3.5-35B-A3B34.7129.0 est.Yes1697.0 est.YesB200 192GB SXM
GLM-4.7-Flash31.2129.0 est.Yes1697.0 est.YesB200 192GB SXM
Qwen3-30B-A3B-Instruct-250730.5129.0 est.Yes1697.0 est.YesB200 192GB SXM
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0129.0 est.Yes1697.0 est.YesB200 192GB SXM
Qwen3-Coder-Next79.7186.8 est.No1697.0 est.YesB200 192GB SXM
Ornith-1.0-35B35.0129.0 est.Yes1697.0 est.YesB200 192GB SXM
Qwen3-Next-80B-A3B-Instruct81.3179.7 est.No1697.0 est.YesB200 192GB SXM
qwen35b-a3b-fable-sft-abliterated34.7129.0 est.Yes1697.0 est.YesB200 192GB SXM
Llama-3.2-3B-Instruct3.2120.9 est.Yes1590.9 est.YesB200 192GB SXM
gpt-oss-20b21.5107.5 est.Yes1414.1 est.YesB200 192GB SXM
gemma-4-26B-A4B-it25.2101.8 est.Yes1339.7 est.YesB200 192GB SXM

est. = bandwidth-based estimate; measured = curated real benchmark that overrides the estimate. Fits = weights + KV(8K) + 1 GB overhead ≤ 95% of VRAM.

Fit coverage at Q4 / 8K

Arc Pro B70 32GBB200 192GB SXM
Catalog models that fit39 of 6957 of 69
Largest exclusive fitMiMo-V2.5 (310.0B)

Arc Pro B70 32GB details → · B200 192GB SXM details →