qwen2.5:3b

OLLAMA GGUF

qwen2 · 3.1B · Q4_K_M

Good

Mar 2, 2026 · Apple M4

gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Excellent

Jul 7, 2026 · Cortex-X925

Global Score

77 vs 83

Hardware Fit

100 vs 60

Quality Score

67 vs 93

Hardware

qwen2.5:3b gemma4:31b

MachineMacBook AirASUSTeK COMPUTER INC. GX10

CPUApple M4Cortex-X925

Cores1020

RAM32 GB122 GB

GPUApple M4Device 2e12

OSmacOS 26.3Ubuntu 24.04.4 LTS

Archarm64arm64

Power Modebalancedperformance

Performance

qwen2.5:3b gemma4:31b

Tokens/sec47.210.9

First chunkN/A681 ms

TTFT168 ms681 ms

Load time0.5 s16.6 s

Memory usage4.0 GB21.4 GB

Memory %13%18%

HW Fit Score Breakdown

qwen2.5:3b

Speed

40/50

TTFT

30/20

Memory

30/30

gemma4:31b

Speed

10/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5:3b

Reasoning

12/20

Coding

14/20

Instruction

12/20

Structured

15/15

Math

5/15

Multilingual

9/10

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

gemma4:31b

Reasoning

19/20

Coding

19/20

Instruction

17/20

Structured

15/15

Math

14/15

Multilingual

9/10

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

View qwen2.5:3b 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