gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

google/gemma-4-e4b

LM-STUDIO GGUF

gemma4 · Q4_K_M

Good

Jul 7, 2026 · AMD Ryzen 7 5800H

Global Score

76 vs 68

Hardware Fit

51 vs 93

Quality Score

87 vs 57

Hardware

gemma-3-27b-it-qat google/gemma-4-e4b

MachineMac miniLENOVO 82JQ

CPUApple M4 ProAMD Ryzen 7 5800H

Cores1416

RAM64 GB16 GB

GPUApple M4 ProNVIDIA GeForce RTX 3060 Laptop GPU

OSmacOS 15.7.4Microsoft Windows 11 家庭版中文版 10.0.26100

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-3-27b-it-qat google/gemma-4-e4b

Tokens/sec8.926.2

First chunk3976 ms17 ms

TTFT4.0 s572 ms

Load timeN/AN/A

Memory usage15.7 GB6.5 GB

Memory %25%41%

HW Fit Score Breakdown

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

google/gemma-4-e4b

Speed

46/50

TTFT

20/20

Memory

27/30

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

google/gemma-4-e4b

Reasoning

17/20

Coding

19/20

Instruction

4/20

Structured

4/15

Math

12/15

Multilingual

1/10

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

View gemma-3-27b-it-qat details | View google/gemma-4-e4b 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