qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Marginal

Mar 5, 2026 · Apple M4

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Good

Apr 3, 2026 · AMD RYZEN AI MAX+ 395

Global Score

48 vs 78

Hardware Fit

77 vs 47

Quality Score

35 vs 92

Hardware

qwen3.5:4b gemma4:31b

MachineMac miniAZW GTR Pro

CPUApple M4AMD RYZEN AI MAX+ 395

Cores1032

RAM16 GB125 GB

GPUApple M4Radeon 8060S

OSmacOS 26.3Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedperformance

Performance

qwen3.5:4b gemma4:31b

Tokens/sec18.99.8

First chunk316 ms873 ms

TTFT13.0 s873 ms

Load time3.7 s7.0 s

Memory usage5.9 GB68.3 GB

Memory %37%55%

HW Fit Score Breakdown

qwen3.5:4b

Speed

43/50

TTFT

4/20

Memory

30/30

gemma4:31b

Speed

8/50

TTFT

16/20

Memory

23/30

Quality

qwen3.5:4b

Reasoning

10/20

Coding

1/20

Instruction

4/20

Structured

3/15

Math

8/15

Multilingual

9/10

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

gemma4:31b

Reasoning

19/20

Coding

19/20

Instruction

16/20

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 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