qwen3.5:9b-mlx

OLLAMA GGUF

nvfp4

Marginal

Aug 26, 2026 · Apple M1 Pro

lfm2:24b

OLLAMA GGUF

lfm2moe · 23.8B · Q4_K_M

Excellent

Mar 27, 2026 · AMD RYZEN AI MAX+ 395

Global Score

54 vs 88

Hardware Fit

81 vs 100

Quality Score

43 vs 83

Hardware

qwen3.5:9b-mlx lfm2:24b

MachineMacBook ProAZW GTR Pro

CPUApple M1 ProAMD RYZEN AI MAX+ 395

Cores1032

RAM16 GB125 GB

GPUApple M1 ProRadeon 8060S

OSmacOS 26.6.2Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedperformance

Performance

qwen3.5:9b-mlx lfm2:24b

Tokens/sec25.295.4

First chunk341 ms202 ms

TTFT6.3 s202 ms

Load time3.4 s5.0 s

Memory usage8.4 GB14.3 GB

Memory %52%12%

HW Fit Score Breakdown

qwen3.5:9b-mlx

Speed

50/50

TTFT

7/20

Memory

24/30

lfm2:24b

Speed

50/50

TTFT

20/20

Memory

30/30

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

lfm2:24b

Reasoning

14/20

Coding

17/20

Instruction

16/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View qwen3.5:9b-mlx details | View lfm2:24b 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