Tesla P4 8GB vs RX 7700 XT 12GB for Local LLMs

The RX 7700 XT 12GB has about 125% more memory bandwidth (432 vs 192 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 125% faster on the RX 7700 XT 12GB. The RX 7700 XT 12GB fits more of the catalog at Q4/8K — 18 vs 16 of 69 models (12 vs 8 GB VRAM). Largest model that fits the RX 7700 XT 12GB but not the Tesla P4 8GB: OLMo-2-1124-13B-Instruct (13.7B). MSRP is $80 for the Tesla P4 8GB vs $449 for the RX 7700 XT 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 (39 shared models), the RX 7700 XT 12GB posts the higher tok/s in 39 rows vs 0. Methodology.

Spec comparison

	Tesla P4 8GB	RX 7700 XT 12GB
Vendor	NVIDIA	AMD
VRAM	8 GB	12 GB
Memory type	GDDR5	GDDR6
Memory bandwidth	192 GB/s	432 GB/s
TDP	75 W	245 W
MSRP (list)	$80	$449
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 39 shared models

Model	Params (B)	Tesla P4 8GB tok/s	Tesla P4 8GB fits	RX 7700 XT 12GB tok/s	RX 7700 XT 12GB fits	Winner
MiniCPM5-1B	1.08	113.1 est.	Yes	254.5 est.	Yes	RX 7700 XT 12GB
gpt-oss-20b	21.5	33.6 est.	No	170.4 est.	No	RX 7700 XT 12GB
Qwen3.5-2B	2.0	61.1 est.	Yes	137.5 est.	Yes	RX 7700 XT 12GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16	30.0	24.1 est.	No	122.2 est.	No	RX 7700 XT 12GB
gemma-4-26B-A4B-it	25.2	23.9 est.	No	121.5 est.	No	RX 7700 XT 12GB
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx	2.3	53.1 est.	Yes	119.5 est.	Yes	RX 7700 XT 12GB
Qwen3-30B-A3B-Instruct-2507	30.5	21.9 est.	No	111.1 est.	No	RX 7700 XT 12GB
GLM-4.7-Flash	31.2	21.0 est.	No	106.7 est.	No	RX 7700 XT 12GB
Qwen3.5-35B-A3B	34.7	18.2 est.	No	92.4 est.	No	RX 7700 XT 12GB
qwen35b-a3b-fable-sft-abliterated	34.7	17.3 est.	No	87.7 est.	No	RX 7700 XT 12GB
Ornith-1.0-35B	35.0	17.0 est.	No	86.4 est.	No	RX 7700 XT 12GB
Qwen3.6-35B-A3B	36.0	17.0 est.	No	86.1 est.	No	RX 7700 XT 12GB
Llama-3.2-3B-Instruct	3.2	38.2 est.	Yes	85.9 est.	Yes	RX 7700 XT 12GB
Qwen3-4B-Instruct-2507	4.0	30.5 est.	Yes	68.7 est.	Yes	RX 7700 XT 12GB
NVIDIA-Nemotron-3-Nano-4B-BF16	4.0	30.5 est.	Yes	68.7 est.	Yes	RX 7700 XT 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

	Tesla P4 8GB	RX 7700 XT 12GB
Catalog models that fit	16 of 69	18 of 69
Largest exclusive fit	—	OLMo-2-1124-13B-Instruct (13.7B)

Tesla P4 8GB details → · RX 7700 XT 12GB details →