gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

spark-x2.5-4b

LM-STUDIO GGUF

spark2_5 · 4B · Q4_K_M

Good

Sep 30, 2026 · AMD Ryzen 7 4800H

Global Score

76 vs 77

Hardware Fit

51 vs 90

Quality Score

87 vs 71

Hardware

gemma-3-27b-it-qat spark-x2.5-4b

MachineMac miniASUSTeK COMPUTER INC. ROG Strix G513IM_G513IM

CPUApple M4 ProAMD Ryzen 7 4800H

Cores1416

RAM64 GB15 GB

GPUApple M4 ProAMD Radeon(TM) Graphics, NVIDIA GeForce RTX 3060 Laptop GPU

OSmacOS 15.7.4Microsoft Windows 11 Pro 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-3-27b-it-qat spark-x2.5-4b

Tokens/sec8.948.9

First chunk3976 ms20 ms

TTFT4.0 s168 ms

Load timeN/AN/A

Memory usage15.7 GB9.4 GB

Memory %25%61%

HW Fit Score Breakdown

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

spark-x2.5-4b

Speed

50/50

TTFT

20/20

Memory

20/30

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

spark-x2.5-4b

Reasoning

13/20

Coding

14/20

Instruction

16/20

Structured

15/15

Math

4/15

Multilingual

9/10

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

View gemma-3-27b-it-qat details | View spark-x2.5-4b 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