qwen3.5:9b

qwen35 · 9.7B · Q4_K_M

Excellent

Mar 2, 2026 · Apple M4

smollm2:135m

llama · 134.52M · F16

Marginal

Mar 2, 2026 · Apple M4

Global Score

80 vs 41

Hardware Fit

81 vs 100

Quality Score

80 vs 15

Hardware

qwen3.5:9b smollm2:135m

MachineMacBook AirMacBook Air

CPUApple M4Apple M4

Cores1010

RAM32 GB32 GB

GPUApple M4Apple M4

OSmacOS 26.3macOS 26.3

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen3.5:9b smollm2:135m

Tokens/sec11.8241.0

TTFT523 ms39 ms

Load time2.9 s0.4 s

Memory usage9.1 GB0.6 GB

Memory %28%2%

HW Fit Score Breakdown

qwen3.5:9b

Speed

21/40

TTFT

30/30

Memory

30/30

smollm2:135m

Speed

40/40

TTFT

30/30

Memory

30/30

Quality

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

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

View qwen3.5:9b details | View smollm2:135m details

Run yours and compare

npx metrillm@latest bench

Requires Node 20+ and Ollama or LM Studio running