gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.2B · Q4_K_M

Excellent

Oct 12, 2026 · AMD Ryzen 5 5500

Global Score

85 vs 81

Hardware Fit

64 vs 98

Quality Score

94 vs 74

Hardware

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

MachineMacBook ProMicrosoft WSL

CPUApple M4 MaxAMD Ryzen 5 5500

Cores1612

RAM128 GB8 GB

GPUApple M4 MaxIntegrated / Unknown

OSmacOS 26.5.2Ubuntu 26.04.1 LTS

Archarm64x64

Power Modebalancedunknown

Performance

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

Tokens/sec13.693.7

First chunk16 ms249 ms

TTFT558 ms249 ms

Load time12.3 s10.1 s

Memory usage0.0 GB2.9 GB

Memory %0%38%

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

20/20

Memory

28/30

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

15/20

Coding

13/20

Instruction

15/20

Structured

15/15

Math

7/15

Multilingual

9/10

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