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gemma3:4b

gemma3 · 4.3B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

qwen2.5-coder:7b

qwen2 · 7.6B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

Global Score
72 vs 70
Hardware Fit
99 vs 94
Quality Score
54 vs 54

Hardware

gemma3:4b qwen2.5-coder:7b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

gemma3:4b qwen2.5-coder:7b
Tokens/sec35.921.5
TTFT303 ms290 ms
Load time0.2 s0.8 s
Memory usage4.6 GB7.6 GB
Memory %14%24%

HW Fit Score Breakdown

gemma3:4b

Speed
40/40
TTFT
30/30
Memory
29/30

qwen2.5-coder:7b

Speed
34/40
TTFT
30/30
Memory
30/30

Quality

gemma3:4b

Reasoning
11/20
Coding
0/20
Instruction
14/20
Structured
14/15
Math
5/15
Multilingual
10/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

qwen2.5-coder:7b

Reasoning
10/20
Coding
0/20
Instruction
13/20
Structured
13/15
Math
9/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

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