Mac Studio M3 Ultra 96GB vs RTX 4070 Ti 12GB for Local LLMs

The Mac Studio M3 Ultra 96GB has about 48% more memory bandwidth (819 vs 554 GB/s). Batch-1 decode tracks bandwidth closely, so a model that fits both cards should decode roughly 48% faster on the Mac Studio M3 Ultra 96GB. The Mac Studio M3 Ultra 96GB fits more of the catalog at Q4/8K — 47 vs 18 of 61 models (96 vs 12 GB VRAM). Largest model that fits the Mac Studio M3 Ultra 96GB but not the RTX 4070 Ti 12GB: DeepSeek-V4-Flash (158.1B). MSRP is $3,999 for the Mac Studio M3 Ultra 96GB vs $799 for the RTX 4070 Ti 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 (40 shared models), the Mac Studio M3 Ultra 96GB posts the higher tok/s in 34 rows vs 6. Methodology.

Spec comparison

	Mac Studio M3 Ultra 96GB	RTX 4070 Ti 12GB
Vendor	Apple	NVIDIA
VRAM	96 GB	12 GB
Memory type	LPDDR5	GDDR6X
Memory bandwidth	819 GB/s	554 GB/s
TDP	480 W	285 W
MSRP (list)	$3,999	$799
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 40 shared models

Model	Params (B)	Mac Studio M3 Ultra 96GB tok/s	Mac Studio M3 Ultra 96GB fits	RTX 4070 Ti 12GB tok/s	RTX 4070 Ti 12GB fits	Winner
Qwen3-0.6B	0.8	651.5 est.	Yes	440.7 est.	Yes	Mac Studio M3 Ultra 96GB
gemma-3-1b-it	1.0	521.2 est.	Yes	352.5 est.	Yes	Mac Studio M3 Ultra 96GB
Llama-3.2-1B-Instruct	1.2	434.3 est.	Yes	293.8 est.	Yes	Mac Studio M3 Ultra 96GB
Qwen3-1.7B	2.0	260.6 est.	Yes	176.3 est.	Yes	Mac Studio M3 Ultra 96GB
Qwen3-30B-A3B	30.5	173.7 est.	Yes	143.1 est.	No	Mac Studio M3 Ultra 96GB
Qwen3-Coder-30B-A3B-Instruct	30.5	173.7 est.	Yes	143.1 est.	No	Mac Studio M3 Ultra 96GB
GLM-4.7-Flash	31.2	173.7 est.	Yes	137.4 est.	No	Mac Studio M3 Ultra 96GB
Qwen3-30B-A3B-Instruct-2507	30.5	173.7 est.	Yes	143.1 est.	No	Mac Studio M3 Ultra 96GB
Qwen3-Next-80B-A3B-Instruct	81.3	173.7 est.	Yes	22.5 est.	No	Mac Studio M3 Ultra 96GB
Qwen3-Coder-Next	79.7	173.7 est.	Yes	23.4 est.	No	Mac Studio M3 Ultra 96GB
gpt-oss-20b	21.5	115.5 measured	Yes	163.1 measured	No	RTX 4070 Ti 12GB
Llama-3.2-3B-Instruct	3.2	154.6 measured	Yes	110.2 est.	Yes	Mac Studio M3 Ultra 96GB
Phi-4-mini-instruct	3.8	137.2 est.	Yes	92.8 est.	Yes	Mac Studio M3 Ultra 96GB
Phi-4-mini-reasoning	3.8	137.2 est.	Yes	92.8 est.	Yes	Mac Studio M3 Ultra 96GB
gemma-3-4b-it	4.3	133.6 est.	Yes	90.4 est.	Yes	Mac Studio M3 Ultra 96GB

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

	Mac Studio M3 Ultra 96GB	RTX 4070 Ti 12GB
Catalog models that fit	47 of 61	18 of 61
Largest exclusive fit	DeepSeek-V4-Flash (158.1B)	—

Mac Studio M3 Ultra 96GB details → · RTX 4070 Ti 12GB details →