qwen3-235b-a22b-t48-c8k:latest

OLLAMA GGUF

qwen3moe · 235.1B · Q4_K_M

Not Rec.

Sep 7, 2026 · Intel Xeon® E5-4650 v2

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

65 vs 85

Hardware Fit

29 vs 64

Quality Score

81 vs 94

Hardware

qwen3-235b-a22b-t4… gemma-4-31b-it-mlx

MachineDell Inc. PowerEdge R820MacBook Pro

CPUIntel Xeon® E5-4650 v2Apple M4 Max

Cores8016

RAM256 GB128 GB

GPUMicrosoft Remote Display Adapter, NVIDIA Tesla P4, NVIDIA Tesla P4, Microsoft Basic Display AdapterApple M4 Max

OSMicrosoft Windows Server 2022 Datacenter 10.0.20348macOS 26.5.2

Archx64arm64

Power Modebalancedbalanced

Performance

qwen3-235b-a22b-t4… gemma-4-31b-it-mlx

Tokens/sec2.413.6

First chunk5833 ms16 ms

TTFT5.8 s558 ms

Load time0.0 s12.3 s

Memory usage135.1 GB0.0 GB

Memory %53%0%

HW Fit Score Breakdown

qwen3-235b-a22b-t48-c8k…

Speed

2/50

TTFT

3/20

Memory

24/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

qwen3-235b-a22b-t48-c8k…

Reasoning

19/20

Coding

15/20

Instruction

10/20

Structured

14/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Strong Multilingual: Strong

gemma-4-31b-it-mlx

Reasoning

19/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

14/15

Multilingual

9/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

View qwen3-235b-a22b-t4… details | View gemma-4-31b-it-mlx details

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest