adityakale/kotakneo

OLLAMA GGUF

Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

qwen3.5:latest

OLLAMA GGUF

qwen35 · 9.7B · Q4_K_M

Not Rec.

Mar 8, 2026 · Apple M4

Global Score

77 vs 34

Hardware Fit

100 vs 58

Quality Score

67 vs 23

Hardware

adityakale/kotakneo qwen3.5:latest

MachineAZW GTR ProMac mini

CPUAMD RYZEN AI MAX+ 395Apple M4

Cores3210

RAM125 GB16 GB

GPURadeon 8060SApple M4

OSUbuntu 24.04.4 LTSmacOS 26.3

Archx64arm64

Power Modelow-powerbalanced

Performance

adityakale/kotakneo qwen3.5:latest

Tokens/sec81.213.3

First chunk183 ms438 ms

TTFT183 ms19.8 s

Load time2.5 s0.2 s

Memory usage17.8 GB8.0 GB

Memory %14%50%

HW Fit Score Breakdown

adityakale/kotakneo

Speed

50/50

TTFT

20/20

Memory

30/30

qwen3.5:latest

Speed

32/50

TTFT

1/20

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:latest

Reasoning

6/20

Coding

1/20

Instruction

3/20

Structured

0/15

Math

5/15

Multilingual

8/10

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

View adityakale/kotakneo details | View qwen3.5:latest 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