qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Not Rec.

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

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

73 vs 64

Quality Score

62 vs 94

Hardware

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

MachineAZW GTR ProMacBook Pro

CPUAMD RYZEN AI MAX+ 395Apple M4 Max

Cores3216

RAM125 GB128 GB

GPUAMD Radeon 8060SApple M4 Max

OSUbuntu 24.04.4 LTSmacOS 26.5.2

Archx64arm64

Power Modelow-powerbalanced

Performance

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

Tokens/sec45.713.6

First chunk180 ms16 ms

TTFT30.0 s558 ms

Load time5.3 s12.3 s

Memory usage16.2 GB0.0 GB

Memory %13%0%

HW Fit Score Breakdown

qwen3.5:4b

Speed

43/50

TTFT

0/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

qwen3.5:4b

Reasoning

17/20

Coding

1/20

Instruction

13/20

Structured

8/15

Math

13/15

Multilingual

10/10

Reasoning: Strong Coding: Poor Instruction Following: Adequate Structured Output: Adequate 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 qwen3.5:4b 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