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qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

gemma3:1b

gemma3 · 999.89M · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
80 vs 65
Hardware Fit
100 vs 100
Quality Score
67 vs 42

Hardware

qwen2.5:3b gemma3:1b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedunknown

Performance

qwen2.5:3b gemma3:1b
Tokens/sec47.267.5
TTFT168 ms666 ms
Load time0.5 s7.8 s
Memory usage4.0 GB1.3 GB
Memory %13%4%

HW Fit Score Breakdown

qwen2.5:3b

Speed
40/40
TTFT
30/30
Memory
30/30

gemma3:1b

Speed
40/40
TTFT
30/30
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

gemma3:1b

Reasoning
6/20
Coding
0/20
Instruction
15/20
Structured
12/15
Math
1/15
Multilingual
8/10
Reasoning: Weak Coding: Poor Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running