gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

llama3.1:8b

OLLAMA GGUF

llama · 8.0B · Q4_K_M

Excellent

Sep 15, 2026 · Intel Core™ i5-14400F

Global Score

85 vs 81

Hardware Fit

64 vs 100

Quality Score

94 vs 73

Hardware

gemma-4-31b-it-mlx llama3.1:8b

MachineMacBook ProGigabyte Technology Co., Ltd. B760 AORUS ELITE AX DDR4

CPUApple M4 MaxIntel Core™ i5-14400F

Cores1616

RAM128 GB32 GB

GPUApple M4 MaxNVIDIA GeForce RTX 5060 Ti

OSmacOS 26.5.2Microsoft Windows 11 Professionnel 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-4-31b-it-mlx llama3.1:8b

Tokens/sec13.670.2

First chunk16 ms58 ms

TTFT558 ms58 ms

Load time12.3 s4.1 s

Memory usage0.0 GB4.9 GB

Memory %0%15%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

llama3.1:8b

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

llama3.1:8b

Reasoning

12/20

Coding

18/20

Instruction

15/20

Structured

13/15

Math

5/15

Multilingual

10/10

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

View gemma-4-31b-it-mlx details | View llama3.1:8b 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