smollm2:135m

OLLAMA GGUF

llama · 134.52M · F16

Marginal

Mar 2, 2026 · Apple M4

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

Global Score

41 vs 57

Hardware Fit

100 vs 61

Quality Score

15 vs 55

Hardware

smollm2:135m qwen3.5:9b

MachineMacBook AirAZW GTR Pro

CPUApple M4AMD RYZEN AI MAX+ 395

Cores1032

RAM32 GB125 GB

GPUApple M4AMD Radeon 8060S

OSmacOS 26.3Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

smollm2:135m qwen3.5:9b

Tokens/sec241.030.3

First chunkN/A205 ms

TTFT39 ms8.7 s

Load time0.4 s5.6 s

Memory usage0.6 GB18.8 GB

Memory %2%15%

HW Fit Score Breakdown

smollm2:135m

Speed

40/50

TTFT

30/20

Memory

30/30

qwen3.5:9b

Speed

30/50

TTFT

1/20

Memory

30/30

Quality

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

qwen3.5:9b

Reasoning

17/20

Coding

2/20

Instruction

7/20

Structured

8/15

Math

12/15

Multilingual

9/10

Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong Multilingual: Strong

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

Run yours and compare

$ npm install -g metrillm@latest

$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest