qwen2.5:3b
qwen2 · 3.1B · Q4_K_M
Mar 1, 2026 · Apple M4
gemma3:12b
gemma3 · 12.2B · Q4_K_M
Mar 2, 2026 · Apple M4
Global Score
71 vs 80
Hardware Fit
99 vs 83
Quality Score
53 vs 78
Hardware
qwen2.5:3b gemma3:12b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced
Performance
qwen2.5:3b gemma3:12b
Tokens/sec38.512.7
TTFT204 ms560 ms
Load time0.5 s2.8 s
Memory usage4.0 GB11.0 GB
Memory %13%34%
HW Fit Score Breakdown
qwen2.5:3b
Speed
40/40
TTFT
30/30
Memory
29/30
gemma3:12b
Speed
23/40
TTFT
30/30
Memory
30/30
Quality
qwen2.5:3b
Reasoning
12/20
Coding
0/20
Instruction
12/20
Structured
15/15
Math
5/15
Multilingual
9/10
Reasoning: Adequate Coding: Poor Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
gemma3:12b
Reasoning
14/20
Coding
19/20
Instruction
13/20
Structured
15/15
Math
7/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong
Run yours and compare
npx metrillm@latest benchRequires Node 20+ and Ollama or LM Studio running