Back to leaderboard

qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

qwen2.5:7b

qwen2 · 7.6B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
71 vs 85
Hardware Fit
99 vs 95
Quality Score
53 vs 79

Hardware

qwen2.5:3b qwen2.5:7b
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 qwen2.5:7b
Tokens/sec38.522.2
TTFT204 ms285 ms
Load time0.5 s0.8 s
Memory usage4.0 GB7.6 GB
Memory %13%24%

HW Fit Score Breakdown

qwen2.5:3b

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

qwen2.5:7b

Speed
35/40
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

qwen2.5:7b

Reasoning
14/20
Coding
18/20
Instruction
16/20
Structured
14/15
Math
8/15
Multilingual
9/10
Reasoning: Adequate Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running