qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

lmstudio-community/meta-llama-3.1-8b-instruct

LM-STUDIO GGUF

llama · 8B · Q4_K_M

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

57 vs 78

Hardware Fit

61 vs 100

Quality Score

55 vs 69

Hardware

qwen3.5:9b lmstudio-community…

MachineAZW GTR ProMac mini

CPUAMD RYZEN AI MAX+ 395Apple M4 Pro

Cores3214

RAM125 GB64 GB

GPUAMD Radeon 8060SApple M4 Pro

OSUbuntu 24.04.4 LTSmacOS 15.7.4

Archx64arm64

Power Modelow-powerbalanced

Performance

qwen3.5:9b lmstudio-community…

Tokens/sec30.346.0

First chunk205 ms245 ms

TTFT8.7 s245 ms

Load time5.6 sN/A

Memory usage18.8 GB4.6 GB

Memory %15%7%

HW Fit Score Breakdown

qwen3.5:9b

Speed

30/50

TTFT

1/20

Memory

30/30

lmstudio-community/meta…

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

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

lmstudio-community/meta…

Reasoning

11/20

Coding

15/20

Instruction

14/20

Structured

15/15

Math

4/15

Multilingual

10/10

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

View qwen3.5:9b details | View lmstudio-community… 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