gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

qwen3:1.7b

OLLAMA GGUF

qwen3 · 2.0B · Q4_K_M

Good

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score

85 vs 72

Hardware Fit

64 vs 92

Quality Score

94 vs 63

Hardware

gemma-4-31b-it-mlx qwen3:1.7b

MachineMacBook ProAZW GTR Pro

CPUApple M4 MaxAMD RYZEN AI MAX+ 395

Cores1632

RAM128 GB125 GB

GPUApple M4 MaxAMD Radeon 8060S

OSmacOS 26.5.2Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

gemma-4-31b-it-mlx qwen3:1.7b

Tokens/sec13.6120.7

First chunk16 ms93 ms

TTFT558 ms1.5 s

Load time12.3 s2.5 s

Memory usage0.0 GB5.8 GB

Memory %0%5%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

qwen3:1.7b

Speed

50/50

TTFT

12/20

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

qwen3:1.7b

Reasoning

13/20

Coding

6/20

Instruction

13/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View gemma-4-31b-it-mlx details | View qwen3:1.7b 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