gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score

85 vs 61

Hardware Fit

64 vs 69

Quality Score

94 vs 58

Hardware

gemma-4-31b-it-mlx qwen3.5:4b

MachineMacBook ProGigabyte Technology Co., Ltd. H170M-D3H

CPUApple M4 MaxIntel Core™ i5-6500

Cores164

RAM128 GB16 GB

GPUApple M4 MaxGP104 [GeForce GTX 1070]

OSmacOS 26.5.2Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

gemma-4-31b-it-mlx qwen3.5:4b

Tokens/sec13.635.7

First chunk16 ms438 ms

TTFT558 ms5.1 s

Load time12.3 s40.1 s

Memory usage0.0 GB5.5 GB

Memory %0%35%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

qwen3.5:4b

Speed

50/50

TTFT

11/20

Memory

8/30

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

qwen3.5:4b

Reasoning

18/20

Coding

1/20

Instruction

8/20

Structured

8/15

Math

13/15

Multilingual

10/10

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

View gemma-4-31b-it-mlx details | View qwen3.5:4b 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