Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

76 vs 76

Hardware Fit

45 vs 51

Quality Score

89 vs 87

Hardware

Gemma4-31B:31B gemma-3-27b-it-qat

MachineGMKtec NucBox EVO-T2SMac mini

CPUIntel Core™ Ultra X7 358HApple M4 Pro

Cores1614

RAM64 GB64 GB

GPUIntel(R) Arc(TM) B390 GPUApple M4 Pro

OSMicrosoft Windows 11 Pro 10.0.26200macOS 15.7.4

Archx64arm64

Power Modebalancedbalanced

Performance

Gemma4-31B:31B gemma-3-27b-it-qat

Tokens/sec3.88.9

First chunk3536 ms3976 ms

TTFT3.5 s4.0 s

Load time19.6 sN/A

Memory usage19.9 GB15.7 GB

Memory %31%25%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed

5/50

TTFT

10/20

Memory

30/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

Quality

Gemma4-31B:31B

Reasoning

18/20

Coding

19/20

Instruction

15/20

Structured

14/15

Math

14/15

Multilingual

9/10

Reasoning: Strong Coding: Strong Instruction Following: Strong Structured Output: Strong Math: Strong 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 Gemma4-31B:31B 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