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qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Good

Mar 1, 2026 · Apple M4

smollm2:135m

llama · 134.52M · F16

Marginal

Mar 2, 2026 · Apple M4

Global Score
71 vs 49
Hardware Fit
99 vs 100
Quality Score
53 vs 15

Hardware

qwen2.5:3b smollm2:135m
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 smollm2:135m
Tokens/sec38.5241.0
TTFT204 ms39 ms
Load time0.5 s0.4 s
Memory usage4.0 GB0.6 GB
Memory %13%2%

HW Fit Score Breakdown

qwen2.5:3b

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

smollm2:135m

Speed
40/40
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

smollm2:135m

Reasoning
4/20
Coding
1/20
Instruction
6/20
Structured
2/15
Math
1/15
Multilingual
1/10
Reasoning: Poor Coding: Poor Instruction Following: Weak Structured Output: Poor Math: Poor Multilingual: Poor

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running