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smollm2:360m

llama · 361.82M · F16

Marginal

Mar 2, 2026 · Apple M4

qwen3.5:9b

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

Global Score
52 vs 80
Hardware Fit
100 vs 81
Quality Score
32 vs 80

Hardware

smollm2:360m qwen3.5:9b
MachineMacBook AirMacBook Air
CPUApple M4Apple M4
Cores1010
RAM32 GB32 GB
GPUApple M4Apple M4
OSmacOS 26.3macOS 26.3
Archarm64arm64
Power Modebalancedbalanced

Performance

smollm2:360m qwen3.5:9b
Tokens/sec117.911.8
TTFT43 ms523 ms
Load time0.4 s2.9 s
Memory usage1.2 GB9.1 GB
Memory %4%28%

HW Fit Score Breakdown

smollm2:360m

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

qwen3.5:9b

Speed
21/40
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

qwen3.5:9b

Reasoning
14/20
Coding
16/20
Instruction
15/20
Structured
15/15
Math
10/15
Multilingual
10/10
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