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adityakale/kotakneo

OLLAMA GGUF
Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

qwen/qwen3.6-27b

LM-STUDIO GGUF

qwen35 · 27B · Q4_K_M

Not Rec.

Nov 1, 2026 · AMD RYZEN AI MAX+ 395

Global Score
77 vs 76
Hardware Fit
100 vs 47
Quality Score
67 vs 89

Hardware

adityakale/kotakneo qwen/qwen3.6-27b
MachineAZW GTR ProGMKtec EVO-X3
CPUAMD RYZEN AI MAX+ 395AMD RYZEN AI MAX+ 395
Cores3232
RAM125 GB120 GB
GPURadeon 8060SAMD Radeon(TM) 8060S Graphics
OSUbuntu 24.04.4 LTSMicrosoft Windows 11 Pro 10.0.26300
Archx64x64
Power Modelow-powerbalanced

Performance

adityakale/kotakneo qwen/qwen3.6-27b
Tokens/sec81.210.7
First chunk183 ms35 ms
TTFT183 ms885 ms
Load time2.5 s127.6 s
Memory usage17.8 GB67.5 GB
Memory %14%56%

HW Fit Score Breakdown

adityakale/kotakneo

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

qwen/qwen3.6-27b

Speed
9/50
TTFT
16/20
Memory
22/30

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

qwen/qwen3.6-27b

Reasoning
18/20
Coding
18/20
Instruction
16/20
Structured
15/15
Math
12/15
Multilingual
10/10
Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong Multilingual: Strong
View adityakale/kotakneo details | View qwen/qwen3.6-27b details

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$ npm install -g metrillm@latest
$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest