qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Aug 22, 2026 · Apple M1 Pro

llama4:scout

OLLAMA GGUF

llama4 · 108.6B · Q4_K_M

Excellent

Oct 3, 2026 · Cortex-X925

Global Score

58 vs 81

Hardware Fit

79 vs 64

Quality Score

49 vs 88

Hardware

qwen3.5:9b llama4:scout

MachineMacBook ProNVIDIA NVIDIA_DGX_Spark

CPUApple M1 ProCortex-X925

Cores1020

RAM16 GB122 GB

GPUApple M1 ProDevice 2e12

OSmacOS 26.6.2Ubuntu 24.04.5 LTS

Archarm64arm64

Power Modebalancedperformance

Performance

qwen3.5:9b llama4:scout

Tokens/sec22.119.6

First chunk601 ms677 ms

TTFT9.1 s677 ms

Load time4.2 s13.1 s

Memory usage7.2 GB63.4 GB

Memory %45%52%

HW Fit Score Breakdown

qwen3.5:9b

Speed

48/50

TTFT

5/20

Memory

26/30

llama4:scout

Speed

20/50

TTFT

20/20

Memory

24/30

Quality

qwen3.5:9b

Reasoning

15/20

Coding

4/20

Instruction

5/20

Structured

6/15

Math

11/15

Multilingual

8/10

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

llama4:scout

Reasoning

17/20

Coding

19/20

Instruction

16/20

Structured

13/15

Math

13/15

Multilingual

10/10

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

View qwen3.5:9b details | View llama4:scout 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