qwen3.5:4b-mlx

OLLAMA GGUF

nvfp4

Marginal

Aug 24, 2026 · Apple M2

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

Global Score

53 vs 66

Hardware Fit

82 vs 40

Quality Score

41 vs 77

Hardware

qwen3.5:4b-mlx gemma4:31b

MachineMac miniASUSTeK COMPUTER INC. GX10

CPUApple M2Cortex-X925

Cores820

RAM8 GB122 GB

GPUApple M2Device 2e12

OSmacOS 26.5.2Ubuntu 24.04.4 LTS

Archarm64arm64

Power Modebalancedperformance

Performance

qwen3.5:4b-mlx gemma4:31b

Tokens/sec24.710.7

First chunk302 ms983 ms

TTFT7.4 s20.3 s

Load time3.2 s8.8 s

Memory usage3.8 GB21.4 GB

Memory %47%18%

HW Fit Score Breakdown

qwen3.5:4b-mlx

Speed

50/50

TTFT

6/20

Memory

26/30

gemma4:31b

Speed

10/50

TTFT

0/20

Memory

30/30

Quality

qwen3.5:4b-mlx

Reasoning

13/20

Coding

2/20

Instruction

4/20

Structured

4/15

Math

10/15

Multilingual

8/10

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

gemma4:31b

Reasoning

14/20

Coding

17/20

Instruction

13/20

Structured

14/15

Math

10/15

Multilingual

9/10

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

View qwen3.5:4b-mlx details | View gemma4:31b 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