gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

76 vs 78

Hardware Fit

51 vs 74

Quality Score

87 vs 79

Hardware

gemma-3-27b-it-qat huihui-devstral-sm…

MachineMac miniSystem manufacturer

CPUApple M4 ProAMD Ryzen 7 5800X 8-Core Processor

Cores1416

RAM64 GB32 GB

GPUApple M4 ProAMD Radeon RX 9060 XT

OSmacOS 15.7.4Microsoft Windows 11 Home 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-3-27b-it-qat huihui-devstral-sm…

Tokens/sec8.917.5

First chunk3976 ms20 ms

TTFT4.0 s279 ms

Load timeN/AN/A

Memory usage15.7 GB15.6 GB

Memory %25%49%

HW Fit Score Breakdown

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

huihui-devstral-small-2…

Speed

29/50

TTFT

20/20

Memory

25/30

Quality

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

huihui-devstral-small-2…

Reasoning

16/20

Coding

17/20

Instruction

15/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View gemma-3-27b-it-qat details | View huihui-devstral-sm… 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