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gemma3:1b

gemma3 · 999.89M · Q4_K_M

Good

Feb 28, 2026 · Apple M4

qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
72 vs 80
Hardware Fit
98 vs 100
Quality Score
55 vs 67

Hardware

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

Performance

gemma3:1b qwen2.5:3b
Tokens/sec39.547.2
TTFT333 ms168 ms
Load time1.6 s0.5 s
Memory usage1.3 GB4.0 GB
Memory %4%13%

HW Fit Score Breakdown

gemma3:1b

Speed
40/40
TTFT
30/30
Memory
28/30

qwen2.5:3b

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

Quality

gemma3:1b

Reasoning
6/20
Coding
13/20
Instruction
15/20
Structured
12/15
Math
1/15
Multilingual
8/10
Reasoning: Weak Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

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

Run yours and compare

npx metrillm@latest bench

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