gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Jul 7, 2026 · Cortex-X925

qwen3.5-9b

LM-STUDIO GGUF

qwen35 · 9B · Q4_K_M

Good

Mar 6, 2026 · Apple M4 Pro

Global Score

66 vs 72

Hardware Fit

40 vs 89

Quality Score

77 vs 65

Hardware

gemma4:31b qwen3.5-9b

MachineASUSTeK COMPUTER INC. GX10Mac mini

CPUCortex-X925Apple M4 Pro

Cores2014

RAM122 GB64 GB

GPUDevice 2e12Apple M4 Pro

OSUbuntu 24.04.4 LTSmacOS 15.7.4

Archarm64arm64

Power Modeperformancebalanced

Performance

gemma4:31b qwen3.5-9b

Tokens/sec10.728.9

First chunk983 ms338 ms

TTFT20.3 s338 ms

Load time8.8 sN/A

Memory usage21.4 GB6.1 GB

Memory %18%10%

HW Fit Score Breakdown

gemma4:31b

Speed

10/50

TTFT

0/20

Memory

30/30

qwen3.5-9b

Speed

39/50

TTFT

20/20

Memory

30/30

Quality

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

qwen3.5-9b

Reasoning

17/20

Coding

15/20

Instruction

6/20

Structured

7/15

Math

12/15

Multilingual

8/10

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

View gemma4:31b details | View qwen3.5-9b 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