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gemma3:270m

OLLAMA GGUF

gemma3 · 268.10M · Q8_0

Marginal

Mar 5, 2026 · Apple M3 Pro

Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

Global Score
50 vs 76
Hardware Fit
97 vs 45
Quality Score
30 vs 89

Hardware

gemma3:270m Gemma4-31B:31B
MachineMacBook ProGMKtec NucBox EVO-T2S
CPUApple M3 ProIntel Core™ Ultra X7 358H
Cores1216
RAM36 GB64 GB
GPUApple M3 ProIntel(R) Arc(TM) B390 GPU
OSmacOS 15.7.5Microsoft Windows 11 Pro 10.0.26200
Archarm64x64
Power Modebalancedbalanced

Performance

gemma3:270m Gemma4-31B:31B
Tokens/sec239.23.8
First chunk127 ms3536 ms
TTFT127 ms3.5 s
Load time0.7 s19.6 s
Memory usage0.6 GB19.9 GB
Memory %2%31%

HW Fit Score Breakdown

gemma3:270m

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

Gemma4-31B:31B

Speed
5/50
TTFT
10/20
Memory
30/30

Quality

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

Gemma4-31B:31B

Reasoning
18/20
Coding
19/20
Instruction
15/20
Structured
14/15
Math
14/15
Multilingual
9/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong

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