gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

qwen3:0.6b

OLLAMA GGUF

qwen3 · 751.63M · Q4_K_M

Good

Apr 29, 2026 · Intel Core™ i5-8350U

Global Score

85 vs 61

Hardware Fit

64 vs 85

Quality Score

94 vs 51

Hardware

gemma-4-31b-it-mlx qwen3:0.6b

MachineMacBook ProLENOVO 20L7CTO1WW

CPUApple M4 MaxIntel Core™ i5-8350U

Cores168

RAM128 GB23 GB

GPUApple M4 MaxKaby Lake-R GT2 [UHD Graphics 620]

OSmacOS 26.5.2Fedora Linux 43

Archarm64x64

Power Modebalancedlow-power

Performance

gemma-4-31b-it-mlx qwen3:0.6b

Tokens/sec13.627.0

First chunk16 ms597 ms

TTFT558 ms8.7 s

Load time12.3 s1.8 s

Memory usage0.0 GB0.9 GB

Memory %0%4%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

qwen3:0.6b

Speed

50/50

TTFT

5/20

Memory

30/30

Quality

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

qwen3:0.6b

Reasoning

14/20

Coding

0/20

Instruction

9/20

Structured

12/15

Math

9/15

Multilingual

7/10

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

View gemma-4-31b-it-mlx details | View qwen3:0.6b 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