L40S 48GB vs RX 7600 8GB for Local LLMs

The L40S 48GB has about 200% more memory bandwidth (864 vs 288 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 200% faster on the L40S 48GB. The L40S 48GB fits more of the catalog at Q4/8K — 39 vs 17 of 61 models (48 vs 8 GB VRAM). Largest model that fits the L40S 48GB but not the RX 7600 8GB: Qwen3-Coder-Next (79.7B). MSRP is $8,000 for the L40S 48GB vs $269 for the RX 7600 8GB. 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 (38 shared models), the L40S 48GB posts the higher tok/s in 38 rows vs 0. Methodology.

Spec comparison

	L40S 48GB	RX 7600 8GB
Vendor	NVIDIA	AMD
VRAM	48 GB	8 GB
Memory type	GDDR6	GDDR6
Memory bandwidth	864 GB/s	288 GB/s
TDP	350 W	165 W
MSRP (list)	$8,000	$269
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 38 shared models

Model	Params (B)	L40S 48GB tok/s	L40S 48GB fits	RX 7600 8GB tok/s	RX 7600 8GB fits	Winner
Qwen3-0.6B	0.8	687.3 est.	Yes	229.1 est.	Yes	L40S 48GB
gemma-3-1b-it	1.0	549.8 est.	Yes	183.3 est.	Yes	L40S 48GB
Llama-3.2-1B-Instruct	1.2	458.2 est.	Yes	152.7 est.	Yes	L40S 48GB
Qwen3-1.7B	2.0	274.9 est.	Yes	91.6 est.	Yes	L40S 48GB
Qwen3-30B-A3B	30.5	183.3 est.	Yes	33.1 est.	No	L40S 48GB
Qwen3-Coder-30B-A3B-Instruct	30.5	183.3 est.	Yes	33.1 est.	No	L40S 48GB
GLM-4.7-Flash	31.2	183.3 est.	Yes	31.7 est.	No	L40S 48GB
Qwen3-30B-A3B-Instruct-2507	30.5	183.3 est.	Yes	33.1 est.	No	L40S 48GB
Llama-3.2-3B-Instruct	3.2	171.8 est.	Yes	48.5 measured	Yes	L40S 48GB
gpt-oss-20b	21.5	152.7 est.	Yes	50.7 est.	No	L40S 48GB
Phi-4-mini-instruct	3.8	144.7 est.	Yes	48.2 est.	Yes	L40S 48GB
Phi-4-mini-reasoning	3.8	144.7 est.	Yes	48.2 est.	Yes	L40S 48GB
gemma-3-4b-it	4.3	141.0 est.	Yes	47.0 est.	Yes	L40S 48GB
Qwen3-4B-Instruct-2507	4.0	137.5 est.	Yes	45.8 est.	Yes	L40S 48GB
Qwen3-4B-Thinking-2507	4.0	137.5 est.	Yes	45.8 est.	Yes	L40S 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

	L40S 48GB	RX 7600 8GB
Catalog models that fit	39 of 61	17 of 61
Largest exclusive fit	Qwen3-Coder-Next (79.7B)	—

L40S 48GB details → · RX 7600 8GB details →