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RTX 6000 Ada 48GB vs Titan Xp 12GB for Local LLMs

The RTX 6000 Ada 48GB has about 75% more memory bandwidth (960 vs 548 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 75% faster on the RTX 6000 Ada 48GB. The RTX 6000 Ada 48GB fits more of the catalog at Q4/8K — 41 vs 18 of 69 models (48 vs 12 GB VRAM). Largest model that fits the RTX 6000 Ada 48GB but not the Titan Xp 12GB: Qwen3-Next-80B-A3B-Instruct (81.3B). MSRP is $6,800 for the RTX 6000 Ada 48GB 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 RTX 6000 Ada 48GB posts the higher tok/s in 37 rows vs 4. Methodology.

Spec comparison

RTX 6000 Ada 48GBTitan Xp 12GB
VendorNVIDIANVIDIA
VRAM48 GB12 GB
Memory typeGDDR6GDDR5X
Memory bandwidth960 GB/s548 GB/s
TDP300 W250 W
MSRP (list)$6,800$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)RTX 6000 Ada 48GB tok/sRTX 6000 Ada 48GB fitsTitan Xp 12GB tok/sTitan Xp 12GB fitsWinner
MiniCPM5-1B1.08565.7 est.Yes322.9 est.YesRTX 6000 Ada 48GB
Qwen3.5-2B2.0305.5 est.Yes174.4 est.YesRTX 6000 Ada 48GB
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx2.3265.6 est.Yes151.6 est.YesRTX 6000 Ada 48GB
gpt-oss-20b21.5169.7 est.Yes216.2 est.NoTitan Xp 12GB
Qwen3.6-35B-A3B36.0203.6 est.Yes109.2 est.NoRTX 6000 Ada 48GB
Qwen3.5-35B-A3B34.7203.6 est.Yes117.2 est.NoRTX 6000 Ada 48GB
GLM-4.7-Flash31.2203.6 est.Yes135.3 est.NoRTX 6000 Ada 48GB
Qwen3-30B-A3B-Instruct-250730.5203.6 est.Yes141.0 est.NoRTX 6000 Ada 48GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF1630.0203.6 est.Yes155.0 est.NoRTX 6000 Ada 48GB
Qwen3-Coder-Next79.7203.6 est.Yes23.6 est.NoRTX 6000 Ada 48GB
Ornith-1.0-35B35.0203.6 est.Yes109.6 est.NoRTX 6000 Ada 48GB
Qwen3-Next-80B-A3B-Instruct81.3203.6 est.Yes22.7 est.NoRTX 6000 Ada 48GB
qwen35b-a3b-fable-sft-abliterated34.7203.6 est.Yes111.3 est.NoRTX 6000 Ada 48GB
Llama-3.2-3B-Instruct3.2190.9 est.Yes109.0 est.YesRTX 6000 Ada 48GB
Mistral-7B-Instruct-v0.37.2166.6 measuredYes48.4 est.YesRTX 6000 Ada 48GB

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 6000 Ada 48GBTitan Xp 12GB
Catalog models that fit41 of 6918 of 69
Largest exclusive fitQwen3-Next-80B-A3B-Instruct (81.3B)

RTX 6000 Ada 48GB details → · Titan Xp 12GB details →