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smollm2:360m

llama · 361.82M · F16

Marginal

Mar 2, 2026 · Apple M4

qwen2.5:3b

qwen2 · 3.1B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
59 vs 80
Hardware Fit
100 vs 100
Quality Score
32 vs 67

Hardware

smollm2:360m qwen2.5:3b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

smollm2:360m qwen2.5:3b
Tokens/sec117.947.2
TTFT43 ms168 ms
Load time0.4 s0.5 s
Memory usage1.2 GB4.0 GB
Memory %4%13%

HW Fit Score Breakdown

smollm2:360m

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

qwen2.5:3b

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

Quality

smollm2:360m

Reasoning
4/20
Coding
2/20
Instruction
10/20
Structured
9/15
Math
4/15
Multilingual
3/10
Reasoning: Poor Coding: Poor Instruction Following: Adequate Structured Output: Adequate Math: Poor Multilingual: Weak

qwen2.5:3b

Reasoning
12/20
Coding
14/20
Instruction
12/20
Structured
15/15
Math
5/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Weak Multilingual: Strong

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running