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gemma4:31b

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Apr 13, 2026 · Apple M4 Max

gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

Global Score
76 vs 50
Hardware Fit
46 vs 97
Quality Score
89 vs 30

Hardware

gemma4:31b gemma3:270m
MachineMacBook ProMacBook Pro
CPUApple M4 MaxApple M3 Pro
Cores1612
RAM64 GB36 GB
GPUApple M4 MaxApple M3 Pro
OSmacOS 26.3.1macOS 15.7.5
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma4:31b gemma3:270m
Tokens/sec22.4239.2
First chunk565 ms127 ms
TTFT30.0 s127 ms
Load time6.9 s0.7 s
Memory usage43.9 GB0.6 GB
Memory %69%2%

HW Fit Score Breakdown

gemma4:31b

Speed
30/50
TTFT
0/20
Memory
16/30

gemma3:270m

Speed
50/50
TTFT
20/20
Memory
27/30

Quality

gemma4:31b

Reasoning
16/20
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

gemma3:270m

Reasoning
4/20
Coding
2/20
Instruction
10/20
Structured
8/15
Math
1/15
Multilingual
5/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

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