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RTX 4070 Super 12GB vs V100 32GB SXM2 for Local LLMs

The V100 32GB SXM2 has about 79% more memory bandwidth (900 vs 504 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 79% 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 4070 Super 12GB: Qwen3.6-35B-A3B-FP8 (36.0B). MSRP is $599 for the RTX 4070 Super 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 46 rows vs 0. Methodology.

Spec comparison

RTX 4070 Super 12GBV100 32GB SXM2
VendorNVIDIANVIDIA
VRAM12 GB32 GB
Memory typeGDDR6XHBM2
Memory bandwidth504 GB/s900 GB/s
TDP220 W300 W
MSRP (list)$599$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 4070 Super 12GB tok/sRTX 4070 Super 12GB fitsV100 32GB SXM2 tok/sV100 32GB SXM2 fitsWinner
MiniCPM5-1B1.08494.6 est.Yes895.6 est.YesV100 32GB SXM2
Qwen3.5-2B2.0267.1 est.Yes483.6 est.YesV100 32GB SXM2
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3232.2 est.Yes420.5 est.YesV100 32GB SXM2
Qwen3.6-35B-A3B36.099.7 est.No322.4 est.YesV100 32GB SXM2
Qwen3.5-35B-A3B34.7106.9 est.No322.4 est.YesV100 32GB SXM2
GLM-4.7-Flash31.298.5 est.No322.4 est.YesV100 32GB SXM2
Qwen3-30B-A3B-Instruct-250730.5127.6 est.No322.4 est.YesV100 32GB SXM2
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0136.6 est.No322.4 est.YesV100 32GB SXM2
Ornith-1.0-35B35.0105.2 est.No322.4 est.YesV100 32GB SXM2
qwen35b-a3b-fable-sft-abliterated34.7102.3 est.No322.4 est.YesV100 32GB SXM2
Llama-3.2-3B-Instruct3.2166.9 est.Yes302.3 est.YesV100 32GB SXM2
gpt-oss-20b21.5215.7 est.No268.7 est.YesV100 32GB SXM2
Qwen3-Coder-Next79.721.1 est.No268.3 est.NoV100 32GB SXM2
Qwen3-Next-80B-A3B-Instruct81.320.3 est.No258.2 est.NoV100 32GB SXM2
gemma-4-26B-A4B-it25.2150.3 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 4070 Super 12GBV100 32GB SXM2
Catalog models that fit21 of 7343 of 73
Largest exclusive fitQwen3.6-35B-A3B-FP8 (36.0B)

RTX 4070 Super 12GB details → · V100 32GB SXM2 details →