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Arc A770 16GB vs Arc B580 12GB for Local LLMs

The Arc A770 16GB has about 23% more memory bandwidth (560 vs 456 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 23% faster on the Arc A770 16GB. The Arc A770 16GB fits more of the catalog at Q4/8K — 25 vs 18 of 61 models (16 vs 12 GB VRAM). Largest model that fits the Arc A770 16GB but not the Arc B580 12GB: gpt-oss-20b (21.5B). MSRP is $349 for the Arc A770 16GB vs $249 for the Arc B580 12GB. 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 (40 shared models), the Arc A770 16GB posts the higher tok/s in 33 rows vs 7. Methodology.

Spec comparison

Arc A770 16GBArc B580 12GB
VendorIntelIntel
VRAM16 GB12 GB
Memory typeGDDR6GDDR6
Memory bandwidth560 GB/s456 GB/s
TDP225 W190 W
MSRP (list)$349$249
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 40 shared models

ModelParams (B)Arc A770 16GB tok/sArc A770 16GB fitsArc B580 12GB tok/sArc B580 12GB fitsWinner
Qwen3-0.6B0.8445.5 est.Yes362.7 est.YesArc A770 16GB
gemma-3-1b-it1.0356.4 est.Yes290.2 est.YesArc A770 16GB
Llama-3.2-1B-Instruct1.2297.0 est.Yes241.8 est.YesArc A770 16GB
Qwen3-30B-A3B30.5257.2 est.No117.8 est.NoArc A770 16GB
Qwen3-Coder-30B-A3B-Instruct30.5257.2 est.No117.8 est.NoArc A770 16GB
Qwen3-30B-A3B-Instruct-250730.5257.2 est.No117.8 est.NoArc A770 16GB
GLM-4.7-Flash31.2246.9 est.No113.1 est.NoArc A770 16GB
gpt-oss-20b21.599.0 est.Yes180.6 est.NoArc B580 12GB
Qwen3-1.7B2.0178.2 est.Yes145.1 est.YesArc A770 16GB
Llama-3.2-3B-Instruct3.2111.4 est.Yes47.4 measuredYesArc A770 16GB
Phi-4-mini-instruct3.893.8 est.Yes76.4 est.YesArc A770 16GB
Phi-4-mini-reasoning3.893.8 est.Yes76.4 est.YesArc A770 16GB
gemma-3-4b-it4.391.4 est.Yes74.4 est.YesArc A770 16GB
Qwen3-4B-Instruct-25074.089.1 est.Yes72.5 est.YesArc A770 16GB
Qwen3-4B-Thinking-25074.089.1 est.Yes72.5 est.YesArc A770 16GB

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 A770 16GBArc B580 12GB
Catalog models that fit25 of 6118 of 61
Largest exclusive fitgpt-oss-20b (21.5B)

Arc A770 16GB details → · Arc B580 12GB details →