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adityakale/kotakneo

OLLAMA GGUF
Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

qwen3-vl:8b

OLLAMA GGUF

qwen3vl · 8.8B · Q4_K_M

Good

Apr 28, 2026 · Intel Xeon® Gold 6230

Global Score
77 vs 72
Hardware Fit
100 vs 89
Quality Score
67 vs 64

Hardware

adityakale/kotakneo qwen3-vl:8b
MachineAZW GTR ProHP HP Z8 G4 Workstation
CPUAMD RYZEN AI MAX+ 395Intel Xeon® Gold 6230
Cores3280
RAM125 GB252 GB
GPURadeon 8060STU104GL [Quadro RTX 5000]
OSUbuntu 24.04.4 LTSUbuntu 24.04.4 LTS
Archx64x64
Power Modelow-powerlow-power

Performance

adityakale/kotakneo qwen3-vl:8b
Tokens/sec81.268.2
First chunk183 ms285 ms
TTFT183 ms2.0 s
Load time2.5 s42.4 s
Memory usage17.8 GB7.1 GB
Memory %14%3%

HW Fit Score Breakdown

adityakale/kotakneo

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

qwen3-vl:8b

Speed
50/50
TTFT
9/20
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-vl:8b

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