Gaudi 3 128GB vs Tesla P4 8GB for Local LLMs

The Gaudi 3 128GB has about 1606% more memory bandwidth (3,276 vs 192 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 1606% faster on the Gaudi 3 128GB. The Gaudi 3 128GB fits more of the catalog at Q4/8K — 53 vs 16 of 69 models (128 vs 8 GB VRAM). Largest model that fits the Gaudi 3 128GB but not the Tesla P4 8GB: Step-3.5-Flash (196.8B). MSRP is $12,500 for the Gaudi 3 128GB vs $80 for the Tesla P4 8GB. MSRP is a launch list price, not live retail — Amazon prices move; click through for the current price. Not retail-shoppable: Gaudi 3 128GB (datacenter-class; cloud rental is the realistic way to use it). In the Q4/8K head-to-head below (39 shared models), the Gaudi 3 128GB posts the higher tok/s in 39 rows vs 0. Methodology.

Spec comparison

	Gaudi 3 128GB	Tesla P4 8GB
Vendor	Intel	NVIDIA
VRAM	128 GB	8 GB
Memory type	HBM2e	GDDR5
Memory bandwidth	3,276 GB/s	192 GB/s
TDP	600 W	75 W
MSRP (list)	$12,500	$80
Buy	—	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)	Gaudi 3 128GB tok/s	Gaudi 3 128GB fits	Tesla P4 8GB tok/s	Tesla P4 8GB fits	Winner
MiniCPM5-1B	1.08	1930.3 est.	Yes	113.1 est.	Yes	Gaudi 3 128GB
Qwen3.5-2B	2.0	1042.4 est.	Yes	61.1 est.	Yes	Gaudi 3 128GB
DeepSeek-R1-0528-Qwen3-8B-layer-mix-bpw-3.8-mlx	2.3	906.4 est.	Yes	53.1 est.	Yes	Gaudi 3 128GB
Qwen3.6-35B-A3B	36.0	694.9 est.	Yes	17.0 est.	No	Gaudi 3 128GB
Qwen3.5-35B-A3B	34.7	694.9 est.	Yes	18.2 est.	No	Gaudi 3 128GB
GLM-4.7-Flash	31.2	694.9 est.	Yes	21.0 est.	No	Gaudi 3 128GB
Qwen3-30B-A3B-Instruct-2507	30.5	694.9 est.	Yes	21.9 est.	No	Gaudi 3 128GB
Nemotron-3-Nano-Omni-30B-A3B-Reasoning-BF16	30.0	694.9 est.	Yes	24.1 est.	No	Gaudi 3 128GB
Ornith-1.0-35B	35.0	694.9 est.	Yes	17.0 est.	No	Gaudi 3 128GB
qwen35b-a3b-fable-sft-abliterated	34.7	694.9 est.	Yes	17.3 est.	No	Gaudi 3 128GB
Llama-3.2-3B-Instruct	3.2	651.5 est.	Yes	38.2 est.	Yes	Gaudi 3 128GB
gpt-oss-20b	21.5	579.1 est.	Yes	33.6 est.	No	Gaudi 3 128GB
gemma-4-26B-A4B-it	25.2	548.6 est.	Yes	23.9 est.	No	Gaudi 3 128GB
Qwen3-4B-Instruct-2507	4.0	521.2 est.	Yes	30.5 est.	Yes	Gaudi 3 128GB
NVIDIA-Nemotron-3-Nano-4B-BF16	4.0	521.2 est.	Yes	30.5 est.	Yes	Gaudi 3 128GB

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

	Gaudi 3 128GB	Tesla P4 8GB
Catalog models that fit	53 of 69	16 of 69
Largest exclusive fit	Step-3.5-Flash (196.8B)	—

Gaudi 3 128GB details → · Tesla P4 8GB details →