RTX A6000 48GB vs RX 7800 XT 16GB for Local LLMs

The RTX A6000 48GB has about 23% more memory bandwidth (768 vs 624 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 23% faster on the RTX A6000 48GB. The RTX A6000 48GB fits more of the catalog at Q4/8K — 39 vs 25 of 61 models (48 vs 16 GB VRAM). Largest model that fits the RTX A6000 48GB but not the RX 7800 XT 16GB: Qwen3-Coder-Next (79.7B). MSRP is $4,500 for the RTX A6000 48GB vs $499 for the RX 7800 XT 16GB. 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 (44 shared models), the RTX A6000 48GB posts the higher tok/s in 35 rows vs 9. Methodology.

Spec comparison

	RTX A6000 48GB	RX 7800 XT 16GB
Vendor	NVIDIA	AMD
VRAM	48 GB	16 GB
Memory type	GDDR6	GDDR6
Memory bandwidth	768 GB/s	624 GB/s
TDP	300 W	263 W
MSRP (list)	$4,500	$499
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 44 shared models

Model	Params (B)	RTX A6000 48GB tok/s	RTX A6000 48GB fits	RX 7800 XT 16GB tok/s	RX 7800 XT 16GB fits	Winner
Qwen3-0.6B	0.8	610.9 est.	Yes	496.4 est.	Yes	RTX A6000 48GB
Qwen3-Next-80B-A3B-Instruct	81.3	499.8 est.	No	45.1 est.	No	RTX A6000 48GB
gemma-3-1b-it	1.0	488.7 est.	Yes	397.1 est.	Yes	RTX A6000 48GB
Llama-3.2-1B-Instruct	1.2	407.3 est.	Yes	330.9 est.	Yes	RTX A6000 48GB
Qwen3-30B-A3B	30.5	162.9 est.	Yes	286.6 est.	No	RX 7800 XT 16GB
Qwen3-Coder-30B-A3B-Instruct	30.5	162.9 est.	Yes	286.6 est.	No	RX 7800 XT 16GB
Qwen3-30B-A3B-Instruct-2507	30.5	162.9 est.	Yes	286.6 est.	No	RX 7800 XT 16GB
GLM-4.7-Flash	31.2	162.9 est.	Yes	275.1 est.	No	RX 7800 XT 16GB
Qwen3-1.7B	2.0	244.4 est.	Yes	198.5 est.	Yes	RTX A6000 48GB
Qwen3-Coder-Next	79.7	162.9 est.	Yes	46.9 est.	No	RTX A6000 48GB
Llama-3.2-3B-Instruct	3.2	152.7 est.	Yes	124.1 est.	Yes	RTX A6000 48GB
gpt-oss-20b	21.5	135.8 est.	Yes	110.3 est.	Yes	RTX A6000 48GB
Phi-4-mini-instruct	3.8	128.6 est.	Yes	104.5 est.	Yes	RTX A6000 48GB
Phi-4-mini-reasoning	3.8	128.6 est.	Yes	104.5 est.	Yes	RTX A6000 48GB
gemma-3-4b-it	4.3	125.3 est.	Yes	101.8 est.	Yes	RTX A6000 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 A6000 48GB	RX 7800 XT 16GB
Catalog models that fit	39 of 61	25 of 61
Largest exclusive fit	Qwen3-Coder-Next (79.7B)	—

RTX A6000 48GB details → · RX 7800 XT 16GB details →