adityakale/kotakneo

OLLAMA GGUF

Good

Aug 5, 2026 · AMD RYZEN AI MAX+ 395

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

77 vs 76

Hardware Fit

100 vs 51

Quality Score

67 vs 87

Hardware

adityakale/kotakneo gemma-3-27b-it-qat

MachineAZW GTR ProMac mini

CPUAMD RYZEN AI MAX+ 395Apple M4 Pro

Cores3214

RAM125 GB64 GB

GPURadeon 8060SApple M4 Pro

OSUbuntu 24.04.4 LTSmacOS 15.7.4

Archx64arm64

Power Modelow-powerbalanced

Performance

adityakale/kotakneo gemma-3-27b-it-qat

Tokens/sec81.28.9

First chunk183 ms3976 ms

TTFT183 ms4.0 s

Load time2.5 sN/A

Memory usage17.8 GB15.7 GB

Memory %14%25%

HW Fit Score Breakdown

adityakale/kotakneo

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-3-27b-it-qat

Speed

12/50

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Adequate Multilingual: Strong

View adityakale/kotakneo details | View gemma-3-27b-it-qat 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