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RX 7900 XT 20GB vs Titan Xp 12GB for Local LLMs

The RX 7900 XT 20GB has about 46% more memory bandwidth (800 vs 548 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 46% faster on the RX 7900 XT 20GB. The RX 7900 XT 20GB fits more of the catalog at Q4/8K — 30 vs 18 of 69 models (20 vs 12 GB VRAM). Largest model that fits the RX 7900 XT 20GB but not the Titan Xp 12GB: GLM-4.7-Flash (31.2B). MSRP is $899 for the RX 7900 XT 20GB vs $1,200 for the Titan Xp 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 (41 shared models), the RX 7900 XT 20GB posts the higher tok/s in 34 rows vs 7. Methodology.

Spec comparison

RX 7900 XT 20GBTitan Xp 12GB
VendorAMDNVIDIA
VRAM20 GB12 GB
Memory typeGDDR6GDDR5X
Memory bandwidth800 GB/s548 GB/s
TDP315 W250 W
MSRP (list)$899$1,200
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 41 shared models

ModelParams (B)RX 7900 XT 20GB tok/sRX 7900 XT 20GB fitsTitan Xp 12GB tok/sTitan Xp 12GB fitsWinner
Qwen3.5-35B-A3B34.7476.0 est.No117.2 est.NoRX 7900 XT 20GB
MiniCPM5-1B1.08471.4 est.Yes322.9 est.YesRX 7900 XT 20GB
qwen35b-a3b-fable-sft-abliterated34.7451.9 est.No111.3 est.NoRX 7900 XT 20GB
Ornith-1.0-35B35.0445.0 est.No109.6 est.NoRX 7900 XT 20GB
Qwen3.6-35B-A3B36.0443.7 est.No109.2 est.NoRX 7900 XT 20GB
Qwen3.5-2B2.0254.5 est.Yes174.4 est.YesRX 7900 XT 20GB
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3221.3 est.Yes151.6 est.YesRX 7900 XT 20GB
gpt-oss-20b21.5141.4 est.Yes216.2 est.NoTitan Xp 12GB
GLM-4.7-Flash31.2169.7 est.Yes135.3 est.NoRX 7900 XT 20GB
Qwen3-30B-A3B-Instruct-250730.5169.7 est.Yes141.0 est.NoRX 7900 XT 20GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0169.7 est.Yes155.0 est.NoRX 7900 XT 20GB
gemma-4-26B-A4B-it25.2134.0 est.Yes154.1 est.NoTitan Xp 12GB
Llama-3.2-3B-Instruct3.2131.2 measuredYes109.0 est.YesRX 7900 XT 20GB
Qwen3-4B-Instruct-25074.0127.3 est.Yes87.2 est.YesRX 7900 XT 20GB
NVIDIA-Nemotron-3-Nano-4B-BF164.0127.3 est.Yes87.2 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

RX 7900 XT 20GBTitan Xp 12GB
Catalog models that fit30 of 6918 of 69
Largest exclusive fitGLM-4.7-Flash (31.2B)

RX 7900 XT 20GB details → · Titan Xp 12GB details →