qwen3.5:0.8b

OLLAMA GGUF

qwen35 · 752.39M · Q8_0

Not Rec.

Oct 11, 2026 · AMD Ryzen 5 5500

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

44 vs 85

Hardware Fit

80 vs 64

Quality Score

28 vs 94

Hardware

qwen3.5:0.8b gemma-4-31b-it-mlx

MachineMicrosoft WSLMacBook Pro

CPUAMD Ryzen 5 5500Apple M4 Max

Cores1216

RAM8 GB128 GB

GPUIntegrated / UnknownApple M4 Max

OSUbuntu 26.04.1 LTSmacOS 26.5.2

Archx64arm64

Power Modeunknownbalanced

Performance

qwen3.5:0.8b gemma-4-31b-it-mlx

Tokens/sec126.113.6

First chunk64 ms16 ms

TTFT30.0 s558 ms

Load time0.0 s12.3 s

Memory usage0.5 GB0.0 GB

Memory %7%0%

HW Fit Score Breakdown

qwen3.5:0.8b

Speed

50/50

TTFT

0/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

qwen3.5:0.8b

Reasoning

9/20

Coding

0/20

Instruction

7/20

Structured

1/15

Math

6/15

Multilingual

5/10

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

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 qwen3.5:0.8b 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