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RTX 5070 12GB vs V100 32GB SXM2 for Local LLMs

The V100 32GB SXM2 has about 34% more memory bandwidth (900 vs 672 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 34% faster on the V100 32GB SXM2. The V100 32GB SXM2 fits more of the catalog at Q4/8K — 43 vs 21 of 73 models (32 vs 12 GB VRAM). Largest model that fits the V100 32GB SXM2 but not the RTX 5070 12GB: Qwen3.6-35B-A3B-FP8 (36.0B). MSRP is $549 for the RTX 5070 12GB vs $10,000 for the V100 32GB SXM2. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. Not retail-shoppable: V100 32GB SXM2 (datacenter-class; cloud rental is the realistic way to use it). In the Q4/8K head-to-head below (46 shared models), the V100 32GB SXM2 posts the higher tok/s in 45 rows vs 1. Methodology.

Spec comparison

RTX 5070 12GBV100 32GB SXM2
VendorNVIDIANVIDIA
VRAM12 GB32 GB
Memory typeGDDR7HBM2
Memory bandwidth672 GB/s900 GB/s
TDP250 W300 W
MSRP (list)$549$10,000
BuySearch Amazon · eBay · Newegg · B&H Photo

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 46 shared models

ModelParams (B)RTX 5070 12GB tok/sRTX 5070 12GB fitsV100 32GB SXM2 tok/sV100 32GB SXM2 fitsWinner
MiniCPM5-1B1.08659.4 est.Yes895.6 est.YesV100 32GB SXM2
Qwen3.5-2B2.0356.1 est.Yes483.6 est.YesV100 32GB SXM2
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3309.7 est.Yes420.5 est.YesV100 32GB SXM2
Qwen3.6-35B-A3B36.0132.9 est.No322.4 est.YesV100 32GB SXM2
Qwen3.5-35B-A3B34.7142.6 est.No322.4 est.YesV100 32GB SXM2
GLM-4.7-Flash31.2131.3 est.No322.4 est.YesV100 32GB SXM2
Qwen3-30B-A3B-Instruct-250730.5170.1 est.No322.4 est.YesV100 32GB SXM2
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0182.1 est.No322.4 est.YesV100 32GB SXM2
Ornith-1.0-35B35.0140.2 est.No322.4 est.YesV100 32GB SXM2
qwen35b-a3b-fable-sft-abliterated34.7136.4 est.No322.4 est.YesV100 32GB SXM2
Llama-3.2-3B-Instruct3.2222.6 est.Yes302.3 est.YesV100 32GB SXM2
gpt-oss-20b21.5287.5 est.No268.7 est.YesRTX 5070 12GB
Qwen3-Coder-Next79.728.1 est.No268.3 est.NoV100 32GB SXM2
Qwen3-Next-80B-A3B-Instruct81.327.0 est.No258.2 est.NoV100 32GB SXM2
gemma-4-26B-A4B-it25.2200.4 est.No254.5 est.YesV100 32GB SXM2

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

RTX 5070 12GBV100 32GB SXM2
Catalog models that fit21 of 7343 of 73
Largest exclusive fitQwen3.6-35B-A3B-FP8 (36.0B)

RTX 5070 12GB details → · V100 32GB SXM2 details →