qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Marginal

Mar 5, 2026 · AMD RYZEN AI MAX+ 395

slim-rpcache-ornith-1.0-9b

LM-STUDIO GGUF

qwen35 · 9B · BF16

Good

Jul 4, 2026 · AMD Ryzen 7 7800X3D 8-Core Processor

Global Score

57 vs 79

Hardware Fit

61 vs 78

Quality Score

55 vs 79

Hardware

qwen3.5:9b slim-rpcache-ornit…

MachineAZW GTR ProASUS

CPUAMD RYZEN AI MAX+ 395AMD Ryzen 7 7800X3D 8-Core Processor

Cores3216

RAM125 GB31 GB

GPUAMD Radeon 8060SNVIDIA GeForce RTX 4090, Raphael

OSUbuntu 24.04.4 LTScachyos rolling

Archx64x64

Power Modelow-powerperformance

Performance

qwen3.5:9b slim-rpcache-ornit…

Tokens/sec30.352.3

First chunk205 ms11 ms

TTFT8.7 s177 ms

Load time5.6 sN/A

Memory usage18.8 GB25.6 GB

Memory %15%84%

HW Fit Score Breakdown

qwen3.5:9b

Speed

30/50

TTFT

1/20

Memory

30/30

slim-rpcache-ornith-1.0…

Speed

50/50

TTFT

20/20

Memory

8/30

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

slim-rpcache-ornith-1.0…

Reasoning

16/20

Coding

16/20

Instruction

14/20

Structured

14/15

Math

9/15

Multilingual

10/10

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

View qwen3.5:9b details | View slim-rpcache-ornit… 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