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Arc B580 12GB vs RTX 4060 8GB for Local LLMs

The Arc B580 12GB has about 68% more memory bandwidth (456 vs 272 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 68% faster on the Arc B580 12GB. The Arc B580 12GB fits more of the catalog at Q4/8K — 18 vs 17 of 61 models (12 vs 8 GB VRAM). Largest model that fits the Arc B580 12GB but not the RTX 4060 8GB: gemma-3-12b-it (12.2B). MSRP is $249 for the Arc B580 12GB vs $299 for the RTX 4060 8GB. 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 (38 shared models), the Arc B580 12GB posts the higher tok/s in 36 rows vs 2. Methodology.

Spec comparison

Arc B580 12GBRTX 4060 8GB
VendorIntelNVIDIA
VRAM12 GB8 GB
Memory typeGDDR6GDDR6
Memory bandwidth456 GB/s272 GB/s
TDP190 W115 W
MSRP (list)$249$299
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 38 shared models

ModelParams (B)Arc B580 12GB tok/sArc B580 12GB fitsRTX 4060 8GB tok/sRTX 4060 8GB fitsWinner
Qwen3-0.6B0.8362.7 est.Yes216.4 est.YesArc B580 12GB
gemma-3-1b-it1.0290.2 est.Yes173.1 est.YesArc B580 12GB
Llama-3.2-1B-Instruct1.2241.8 est.Yes144.2 est.YesArc B580 12GB
gpt-oss-20b21.5180.6 est.No47.9 est.NoArc B580 12GB
Qwen3-1.7B2.0145.1 est.Yes86.5 est.YesArc B580 12GB
Qwen3-30B-A3B30.5117.8 est.No31.2 est.NoArc B580 12GB
Qwen3-Coder-30B-A3B-Instruct30.5117.8 est.No31.2 est.NoArc B580 12GB
Qwen3-30B-A3B-Instruct-250730.5117.8 est.No31.2 est.NoArc B580 12GB
GLM-4.7-Flash31.2113.1 est.No30.0 est.NoArc B580 12GB
Phi-4-mini-instruct3.876.4 est.Yes45.6 est.YesArc B580 12GB
Phi-4-mini-reasoning3.876.4 est.Yes45.6 est.YesArc B580 12GB
gemma-3-4b-it4.374.4 est.Yes44.4 est.YesArc B580 12GB
Qwen3-4B-Instruct-25074.072.5 est.Yes43.3 est.YesArc B580 12GB
Qwen3-4B-Thinking-25074.072.5 est.Yes43.3 est.YesArc B580 12GB
Phi-414.756.1 est.No14.9 est.NoArc B580 12GB

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 B580 12GBRTX 4060 8GB
Catalog models that fit18 of 6117 of 61
Largest exclusive fitgemma-3-12b-it (12.2B)

Arc B580 12GB details → · RTX 4060 8GB details →