qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Aug 22, 2026 · Apple M1 Pro

ornith-1.5-9b_hybrid-imatrix

LM-STUDIO GGUF

qwen35 · F16

Not Rec.

Aug 23, 2026 · AMD Ryzen 9 3900X 12-Core Processor

Global Score

58 vs 66

Hardware Fit

79 vs 51

Quality Score

49 vs 73

Hardware

qwen3.5:9b ornith-1.5-9b_hybr…

MachineMacBook ProMicro-Star International Co., Ltd. MS-7C37

CPUApple M1 ProAMD Ryzen 9 3900X 12-Core Processor

Cores1024

RAM16 GB128 GB

GPUApple M1 ProIntel(R) Arc(TM) Pro B70 Graphics

OSmacOS 26.6.2Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

qwen3.5:9b ornith-1.5-9b_hybr…

Tokens/sec22.15.4

First chunk601 ms39 ms

TTFT9.1 s940 ms

Load time4.2 sN/A

Memory usage7.2 GB10.7 GB

Memory %45%8%

HW Fit Score Breakdown

qwen3.5:9b

Speed

48/50

TTFT

5/20

Memory

26/30

ornith-1.5-9b_hybrid-im…

Speed

5/50

TTFT

16/20

Memory

30/30

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

ornith-1.5-9b_hybrid-im…

Reasoning

14/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

9/15

Multilingual

10/10

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

View qwen3.5:9b details | View ornith-1.5-9b_hybr… 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