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Arc Pro B70 32GB vs RTX 6000 Ada 48GB for Local LLMs

The RTX 6000 Ada 48GB has about 58% more memory bandwidth (960 vs 608 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 58% faster on the RTX 6000 Ada 48GB. The RTX 6000 Ada 48GB fits more of the catalog at Q4/8K — 41 vs 39 of 69 models (48 vs 32 GB VRAM). Largest model that fits the RTX 6000 Ada 48GB but not the Arc Pro B70 32GB: Qwen3-Next-80B-A3B-Instruct (81.3B). MSRP is $999 for the Arc Pro B70 32GB vs $6,800 for the RTX 6000 Ada 48GB. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. In the Q4/8K head-to-head below (53 shared models), the RTX 6000 Ada 48GB posts the higher tok/s in 53 rows vs 0. Methodology.

Spec comparison

Arc Pro B70 32GBRTX 6000 Ada 48GB
VendorIntelNVIDIA
VRAM32 GB48 GB
Memory typeGDDR6GDDR6
Memory bandwidth608 GB/s960 GB/s
TDP225 W300 W
MSRP (list)$999$6,800
BuySearch Amazon (affiliate)Search 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 fitsRTX 6000 Ada 48GB tok/sRTX 6000 Ada 48GB fitsWinner
MiniCPM5-1B1.08358.2 est.Yes565.7 est.YesRTX 6000 Ada 48GB
Qwen3.5-2B2.0193.5 est.Yes305.5 est.YesRTX 6000 Ada 48GB
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3168.2 est.Yes265.6 est.YesRTX 6000 Ada 48GB
Qwen3.6-35B-A3B36.0129.0 est.Yes203.6 est.YesRTX 6000 Ada 48GB
Qwen3.5-35B-A3B34.7129.0 est.Yes203.6 est.YesRTX 6000 Ada 48GB
GLM-4.7-Flash31.2129.0 est.Yes203.6 est.YesRTX 6000 Ada 48GB
Qwen3-30B-A3B-Instruct-250730.5129.0 est.Yes203.6 est.YesRTX 6000 Ada 48GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0129.0 est.Yes203.6 est.YesRTX 6000 Ada 48GB
Qwen3-Coder-Next79.7186.8 est.No203.6 est.YesRTX 6000 Ada 48GB
Ornith-1.0-35B35.0129.0 est.Yes203.6 est.YesRTX 6000 Ada 48GB
Qwen3-Next-80B-A3B-Instruct81.3179.7 est.No203.6 est.YesRTX 6000 Ada 48GB
qwen35b-a3b-fable-sft-abliterated34.7129.0 est.Yes203.6 est.YesRTX 6000 Ada 48GB
Llama-3.2-3B-Instruct3.2120.9 est.Yes190.9 est.YesRTX 6000 Ada 48GB
gpt-oss-20b21.5107.5 est.Yes169.7 est.YesRTX 6000 Ada 48GB
gpt-oss-120b120.447.6 est.No169.2 est.NoRTX 6000 Ada 48GB

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 32GBRTX 6000 Ada 48GB
Catalog models that fit39 of 6941 of 69
Largest exclusive fitQwen3-Next-80B-A3B-Instruct (81.3B)

Arc Pro B70 32GB details → · RTX 6000 Ada 48GB details →