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adityakale/kotakneo

OLLAMA GGUF
Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

qwen3.5:4b

OLLAMA GGUF

qwen35 · 4.7B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score
77 vs 61
Hardware Fit
100 vs 69
Quality Score
67 vs 58

Hardware

adityakale/kotakneo qwen3.5:4b
MachineAZW GTR ProGigabyte Technology Co., Ltd. H170M-D3H
CPUAMD RYZEN AI MAX+ 395Intel Core™ i5-6500
Cores324
RAM125 GB16 GB
GPURadeon 8060SGP104 [GeForce GTX 1070]
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerlow-power

Performance

adityakale/kotakneo qwen3.5:4b
Tokens/sec81.235.7
First chunk183 ms438 ms
TTFT183 ms5.1 s
Load time2.5 s40.1 s
Memory usage17.8 GB5.5 GB
Memory %14%35%

HW Fit Score Breakdown

adityakale/kotakneo

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

qwen3.5:4b

Speed
50/50
TTFT
11/20
Memory
8/30

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

Reasoning
18/20
Coding
1/20
Instruction
8/20
Structured
8/15
Math
13/15
Multilingual
10/10
Reasoning: Strong Coding: Poor Instruction Following: Weak Structured Output: Adequate Math: Strong 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