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Tesla P4 8GB vs RX 7900 XT 20GB for Local LLMs

The RX 7900 XT 20GB has about 317% more memory bandwidth (800 vs 192 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 317% faster on the RX 7900 XT 20GB. The RX 7900 XT 20GB fits more of the catalog at Q4/8K — 30 vs 16 of 69 models (20 vs 8 GB VRAM). Largest model that fits the RX 7900 XT 20GB but not the Tesla P4 8GB: GLM-4.7-Flash (31.2B). MSRP is $80 for the Tesla P4 8GB vs $899 for the RX 7900 XT 20GB. 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 (39 shared models), the RX 7900 XT 20GB posts the higher tok/s in 39 rows vs 0. Methodology.

Spec comparison

Tesla P4 8GBRX 7900 XT 20GB
VendorNVIDIAAMD
VRAM8 GB20 GB
Memory typeGDDR5GDDR6
Memory bandwidth192 GB/s800 GB/s
TDP75 W315 W
MSRP (list)$80$899
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 39 shared models

ModelParams (B)Tesla P4 8GB tok/sTesla P4 8GB fitsRX 7900 XT 20GB tok/sRX 7900 XT 20GB fitsWinner
Qwen3.5-35B-A3B34.718.2 est.No476.0 est.NoRX 7900 XT 20GB
MiniCPM5-1B1.08113.1 est.Yes471.4 est.YesRX 7900 XT 20GB
qwen35b-a3b-fable-sft-abliterated34.717.3 est.No451.9 est.NoRX 7900 XT 20GB
Ornith-1.0-35B35.017.0 est.No445.0 est.NoRX 7900 XT 20GB
Qwen3.6-35B-A3B36.017.0 est.No443.7 est.NoRX 7900 XT 20GB
Qwen3.5-2B2.061.1 est.Yes254.5 est.YesRX 7900 XT 20GB
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.353.1 est.Yes221.3 est.YesRX 7900 XT 20GB
GLM-4.7-Flash31.221.0 est.No169.7 est.YesRX 7900 XT 20GB
Qwen3-30B-A3B-Instruct-250730.521.9 est.No169.7 est.YesRX 7900 XT 20GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.024.1 est.No169.7 est.YesRX 7900 XT 20GB
gpt-oss-20b21.533.6 est.No141.4 est.YesRX 7900 XT 20GB
gemma-4-26B-A4B-it25.223.9 est.No134.0 est.YesRX 7900 XT 20GB
Llama-3.2-3B-Instruct3.238.2 est.Yes131.2 measuredYesRX 7900 XT 20GB
Qwen3-4B-Instruct-25074.030.5 est.Yes127.3 est.YesRX 7900 XT 20GB
NVIDIA-Nemotron-3-Nano-4B-BF164.030.5 est.Yes127.3 est.YesRX 7900 XT 20GB

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

Tesla P4 8GBRX 7900 XT 20GB
Catalog models that fit16 of 6930 of 69
Largest exclusive fitGLM-4.7-Flash (31.2B)

Tesla P4 8GB details → · RX 7900 XT 20GB details →