qwen3.5:9b-mlx

OLLAMA GGUF

nvfp4

Marginal

Aug 26, 2026 · Apple M1 Pro

llama3.2:1b

OLLAMA GGUF

llama · 1.2B · Q8_0

Good

Mar 5, 2026 · AMD Ryzen 9 8945HS

Global Score

54 vs 62

Hardware Fit

81 vs 91

Quality Score

43 vs 50

Hardware

qwen3.5:9b-mlx llama3.2:1b

MachineMacBook ProASUSTeK COMPUTER INC. ROG Zephyrus G14 GA403UV_GA403UV

CPUApple M1 ProAMD Ryzen 9 8945HS

Cores1016

RAM16 GB15 GB

GPUApple M1 ProNVIDIA GeForce RTX 4060 Laptop GPU, AMD Radeon 780M Graphics

OSmacOS 26.6.2Microsoft Windows 11 Home 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

qwen3.5:9b-mlx llama3.2:1b

Tokens/sec25.2170.2

First chunk341 ms142 ms

TTFT6.3 s142 ms

Load time3.4 s3.2 s

Memory usage8.4 GB1.6 GB

Memory %52%11%

HW Fit Score Breakdown

qwen3.5:9b-mlx

Speed

50/50

TTFT

7/20

Memory

24/30

llama3.2:1b

Speed

50/50

TTFT

20/20

Memory

21/30

Quality

qwen3.5:9b-mlx

Reasoning

14/20

Coding

2/20

Instruction

4/20

Structured

4/15

Math

10/15

Multilingual

9/10

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

llama3.2:1b

Reasoning

4/20

Coding

13/20

Instruction

14/20

Structured

13/15

Math

0/15

Multilingual

6/10

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

View qwen3.5:9b-mlx details | View llama3.2:1b 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