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Arc Pro B70 32GB vs H100 80GB SXM5 for Local LLMs

The H100 80GB SXM5 has about 451% more memory bandwidth (3,350 vs 608 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 451% faster on the H100 80GB SXM5. The H100 80GB SXM5 fits more of the catalog at Q4/8K — 50 vs 39 of 69 models (80 vs 32 GB VRAM). Largest model that fits the H100 80GB SXM5 but not the Arc Pro B70 32GB: Qwen3.5-122B-A10B (122.0B). MSRP is $999 for the Arc Pro B70 32GB vs $30,000 for the H100 80GB SXM5. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. Not retail-shoppable: H100 80GB SXM5 (datacenter-class; cloud rental is the realistic way to use it). In the Q4/8K head-to-head below (53 shared models), the H100 80GB SXM5 posts the higher tok/s in 53 rows vs 0. Methodology.

Spec comparison

Arc Pro B70 32GBH100 80GB SXM5
VendorIntelNVIDIA
VRAM32 GB80 GB
Memory typeGDDR6HBM3
Memory bandwidth608 GB/s3,350 GB/s
TDP225 W700 W
MSRP (list)$999$30,000
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 fitsH100 80GB SXM5 tok/sH100 80GB SXM5 fitsWinner
MiniCPM5-1B1.08358.2 est.Yes1973.9 est.YesH100 80GB SXM5
Qwen3.5-2B2.0193.5 est.Yes1065.9 est.YesH100 80GB SXM5
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3168.2 est.Yes926.9 est.YesH100 80GB SXM5
Qwen3.6-35B-A3B36.0129.0 est.Yes710.6 est.YesH100 80GB SXM5
Qwen3.5-35B-A3B34.7129.0 est.Yes710.6 est.YesH100 80GB SXM5
GLM-4.7-Flash31.2129.0 est.Yes710.6 est.YesH100 80GB SXM5
Qwen3-30B-A3B-Instruct-250730.5129.0 est.Yes710.6 est.YesH100 80GB SXM5
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0129.0 est.Yes710.6 est.YesH100 80GB SXM5
Qwen3-Coder-Next79.7186.8 est.No710.6 est.YesH100 80GB SXM5
Ornith-1.0-35B35.0129.0 est.Yes710.6 est.YesH100 80GB SXM5
Qwen3-Next-80B-A3B-Instruct81.3179.7 est.No710.6 est.YesH100 80GB SXM5
qwen35b-a3b-fable-sft-abliterated34.7129.0 est.Yes710.6 est.YesH100 80GB SXM5
Llama-3.2-3B-Instruct3.2120.9 est.Yes666.2 est.YesH100 80GB SXM5
gpt-oss-20b21.5107.5 est.Yes592.2 est.YesH100 80GB SXM5
gemma-4-26B-A4B-it25.2101.8 est.Yes561.0 est.YesH100 80GB SXM5

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 32GBH100 80GB SXM5
Catalog models that fit39 of 6950 of 69
Largest exclusive fitQwen3.5-122B-A10B (122.0B)

Arc Pro B70 32GB details → · H100 80GB SXM5 details →