gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

gemma-3-4b-it-q4-k-m

OLLAMA GGUF

llama · 4B · Q4_K_M

Excellent

Jul 9, 2026 · Intel Core™ i5-10400

Global Score

85 vs 80

Hardware Fit

64 vs 100

Quality Score

94 vs 71

Hardware

gemma-4-31b-it-mlx gemma-3-4b-it-q4-k-m

MachineMacBook ProMac Pro

CPUApple M4 MaxIntel Core™ i5-10400

Cores1612

RAM128 GB32 GB

GPUApple M4 MaxAMD Radeon RX 6700 XT

OSmacOS 26.5.2macOS 26.5.1

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-4-31b-it-mlx gemma-3-4b-it-q4-k-m

Tokens/sec13.675.0

First chunk16 ms136 ms

TTFT558 ms136 ms

Load time12.3 s0.0 s

Memory usage0.0 GB0.8 GB

Memory %0%3%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

gemma-3-4b-it-q4-k-m

Speed

50/50

TTFT

20/20

Memory

30/30

Quality

gemma-4-31b-it-mlx

Reasoning

19/20

Coding

19/20

Instruction

18/20

Structured

15/15

Math

14/15

Multilingual

9/10

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

gemma-3-4b-it-q4-k-m

Reasoning

11/20

Coding

17/20

Instruction

14/20

Structured

14/15

Math

5/15

Multilingual

10/10

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

View gemma-4-31b-it-mlx details | View gemma-3-4b-it-q4-k-m 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