Back to leaderboard

qwen2.5:0.5b

qwen2 · 494.03M · Q4_K_M

Marginal

Mar 2, 2026 · Apple M4

qwen3.5:4b

qwen35 · 4.7B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
57 vs 80
Hardware Fit
100 vs 88
Quality Score
39 vs 76

Hardware

qwen2.5:0.5b qwen3.5:4b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

qwen2.5:0.5b qwen3.5:4b
Tokens/sec165.016.6
TTFT81 ms369 ms
Load time0.5 s1.5 s
Memory usage1.7 GB6.5 GB
Memory %5%20%

HW Fit Score Breakdown

qwen2.5:0.5b

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

qwen3.5:4b

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

Quality

qwen2.5:0.5b

Reasoning
6/20
Coding
6/20
Instruction
7/20
Structured
11/15
Math
5/15
Multilingual
4/10
Reasoning: Weak Coding: Weak Instruction Following: Weak Structured Output: Adequate Math: Weak Multilingual: Weak

qwen3.5:4b

Reasoning
16/20
Coding
14/20
Instruction
15/20
Structured
15/15
Math
7/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running