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A100 80GB SXM4 vs Arc Pro B70 32GB for Local LLMs

The A100 80GB SXM4 has about 235% more memory bandwidth (2,039 vs 608 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 235% faster on the A100 80GB SXM4. The A100 80GB SXM4 fits more of the catalog at Q4/8K — 50 vs 39 of 69 models (80 vs 32 GB VRAM). Largest model that fits the A100 80GB SXM4 but not the Arc Pro B70 32GB: Qwen3.5-122B-A10B (122.0B). MSRP is $15,000 for the A100 80GB SXM4 vs $999 for the Arc Pro B70 32GB. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. Not retail-shoppable: A100 80GB SXM4 (datacenter-class; cloud rental is the realistic way to use it). In the Q4/8K head-to-head below (53 shared models), the A100 80GB SXM4 posts the higher tok/s in 53 rows vs 0. Methodology.

Spec comparison

A100 80GB SXM4Arc Pro B70 32GB
VendorNVIDIAIntel
VRAM80 GB32 GB
Memory typeHBM2eGDDR6
Memory bandwidth2,039 GB/s608 GB/s
TDP400 W225 W
MSRP (list)$15,000$999
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)A100 80GB SXM4 tok/sA100 80GB SXM4 fitsArc Pro B70 32GB tok/sArc Pro B70 32GB fitsWinner
MiniCPM5-1B1.081201.4 est.Yes358.2 est.YesA100 80GB SXM4
Qwen3.5-2B2.0648.8 est.Yes193.5 est.YesA100 80GB SXM4
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3564.2 est.Yes168.2 est.YesA100 80GB SXM4
Qwen3.6-35B-A3B36.0432.5 est.Yes129.0 est.YesA100 80GB SXM4
Qwen3.5-35B-A3B34.7432.5 est.Yes129.0 est.YesA100 80GB SXM4
GLM-4.7-Flash31.2432.5 est.Yes129.0 est.YesA100 80GB SXM4
Qwen3-30B-A3B-Instruct-250730.5432.5 est.Yes129.0 est.YesA100 80GB SXM4
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0432.5 est.Yes129.0 est.YesA100 80GB SXM4
Qwen3-Coder-Next79.7432.5 est.Yes186.8 est.NoA100 80GB SXM4
Ornith-1.0-35B35.0432.5 est.Yes129.0 est.YesA100 80GB SXM4
Qwen3-Next-80B-A3B-Instruct81.3432.5 est.Yes179.7 est.NoA100 80GB SXM4
qwen35b-a3b-fable-sft-abliterated34.7432.5 est.Yes129.0 est.YesA100 80GB SXM4
Llama-3.2-3B-Instruct3.2405.5 est.Yes120.9 est.YesA100 80GB SXM4
gpt-oss-20b21.5360.4 est.Yes107.5 est.YesA100 80GB SXM4
gemma-4-26B-A4B-it25.2341.5 est.Yes101.8 est.YesA100 80GB SXM4

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

A100 80GB SXM4Arc Pro B70 32GB
Catalog models that fit50 of 6939 of 69
Largest exclusive fitQwen3.5-122B-A10B (122.0B)

A100 80GB SXM4 details → · Arc Pro B70 32GB details →