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adityakale/kotakneo

OLLAMA GGUF
Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

qwen3.5-4b-super-coder

LM-STUDIO GGUF

qwen35 · 4B · Q4_0

Excellent

Oct 24, 2026 · Intel Core™ i3-9100F

Global Score
77 vs 83
Hardware Fit
100 vs 96
Quality Score
67 vs 77

Hardware

adityakale/kotakneo qwen3.5-4b-super-c…
MachineAZW GTR ProGigabyte Technology Co., Ltd. H310M S2 2.0
CPUAMD RYZEN AI MAX+ 395Intel Core™ i3-9100F
Cores324
RAM125 GB16 GB
GPURadeon 8060SVirtual Desktop Monitor, NVIDIA GeForce GTX 1650
OSUbuntu 24.04.4 LTSМайкрософт Windows 10 Pro 10.0.19045
Archx64x64
Power Modelow-powerbalanced

Performance

adityakale/kotakneo qwen3.5-4b-super-c…
Tokens/sec81.215.3
First chunk183 ms33 ms
TTFT183 ms686 ms
Load time2.5 sN/A
Memory usage17.8 GB3.6 GB
Memory %14%22%

HW Fit Score Breakdown

adityakale/kotakneo

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

qwen3.5-4b-super-coder

Speed
46/50
TTFT
20/20
Memory
30/30

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

qwen3.5-4b-super-coder

Reasoning
16/20
Coding
13/20
Instruction
13/20
Structured
15/15
Math
11/15
Multilingual
9/10
Reasoning: Strong Coding: Adequate Instruction Following: Adequate Structured Output: Strong Math: Adequate Multilingual: Strong

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