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adityakale/kotakneo

OLLAMA GGUF
Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

qwen3.5:9b

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Good

Mar 7, 2026 · AMD Ryzen 5 5500

Global Score
77 vs 71
Hardware Fit
100 vs 56
Quality Score
67 vs 78

Hardware

adityakale/kotakneo qwen3.5:9b
MachineAZW GTR ProSystem manufacturer
CPUAMD RYZEN AI MAX+ 395AMD Ryzen 5 5500
Cores3212
RAM125 GB16 GB
GPURadeon 8060SNVIDIA GeForce RTX 3060
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 IoT Enterprise LTSC 10.0.26100
Archx64x64
Power Modelow-powerbalanced

Performance

adityakale/kotakneo qwen3.5:9b
Tokens/sec81.25.3
First chunk183 ms1624 ms
TTFT183 ms1.6 s
Load time2.5 s4.0 s
Memory usage17.8 GB7.9 GB
Memory %14%50%

HW Fit Score Breakdown

adityakale/kotakneo

Speed
50/50
TTFT
20/20
Memory
30/30

qwen3.5:9b

Speed
11/50
TTFT
20/20
Memory
25/30

Quality

adityakale/kotakneo

Reasoning
11/20
Coding
14/20
Instruction
16/20
Structured
14/15
Math
3/15
Multilingual
9/10
Reasoning: Adequate Coding: Adequate Instruction Following: Strong Structured Output: Strong Math: Poor Multilingual: Strong

qwen3.5:9b

Reasoning
14/20
Coding
17/20
Instruction
12/20
Structured
15/15
Math
10/15
Multilingual
10/10
Reasoning: Adequate Coding: Strong Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong
View adityakale/kotakneo details | View qwen3.5:9b 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