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

The RTX 6000 Ada 48GB has about 47% more memory bandwidth (960 vs 652.8 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 47% 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 V 12GB: Qwen3-Next-80B-A3B-Instruct (81.3B). MSRP is $6,800 for the RTX 6000 Ada 48GB vs $2,999 for the Titan V 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 34 rows vs 7. Methodology.

Spec comparison

	RTX 6000 Ada 48GB	Titan V 12GB
Vendor	NVIDIA	NVIDIA
VRAM	48 GB	12 GB
Memory type	GDDR6	HBM2
Memory bandwidth	960 GB/s	652.8 GB/s
TDP	300 W	250 W
MSRP (list)	$6,800	$2,999
Buy	Search 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

Model	Params (B)	RTX 6000 Ada 48GB tok/s	RTX 6000 Ada 48GB fits	Titan V 12GB tok/s	Titan V 12GB fits	Winner
MiniCPM5-1B	1.08	565.7 est.	Yes	384.6 est.	Yes	RTX 6000 Ada 48GB
Qwen3.5-2B	2.0	305.5 est.	Yes	207.7 est.	Yes	RTX 6000 Ada 48GB
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx	2.3	265.6 est.	Yes	180.6 est.	Yes	RTX 6000 Ada 48GB
gpt-oss-20b	21.5	169.7 est.	Yes	257.5 est.	No	Titan V 12GB
Qwen3.6-35B-A3B	36.0	203.6 est.	Yes	130.1 est.	No	RTX 6000 Ada 48GB
Qwen3.5-35B-A3B	34.7	203.6 est.	Yes	139.6 est.	No	RTX 6000 Ada 48GB
GLM-4.7-Flash	31.2	203.6 est.	Yes	161.2 est.	No	RTX 6000 Ada 48GB
Qwen3-30B-A3B-Instruct-2507	30.5	203.6 est.	Yes	167.9 est.	No	RTX 6000 Ada 48GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16	30.0	203.6 est.	Yes	184.6 est.	No	RTX 6000 Ada 48GB
Qwen3-Coder-Next	79.7	203.6 est.	Yes	28.1 est.	No	RTX 6000 Ada 48GB
Ornith-1.0-35B	35.0	203.6 est.	Yes	130.5 est.	No	RTX 6000 Ada 48GB
Qwen3-Next-80B-A3B-Instruct	81.3	203.6 est.	Yes	27.1 est.	No	RTX 6000 Ada 48GB
qwen35b-a3b-fable-sft-abliterated	34.7	203.6 est.	Yes	132.5 est.	No	RTX 6000 Ada 48GB
Llama-3.2-3B-Instruct	3.2	190.9 est.	Yes	129.8 est.	Yes	RTX 6000 Ada 48GB
gemma-4-26B-A4B-it	25.2	160.8 est.	Yes	183.6 est.	No	Titan V 12GB

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 48GB	Titan V 12GB
Catalog models that fit	41 of 69	18 of 69
Largest exclusive fit	Qwen3-Next-80B-A3B-Instruct (81.3B)	—

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