gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

huihui-devstral-small-2-24b-instruct-2512-abliterated-i1

LM-STUDIO GGUF

mistral3 · 24B · Q4_K_S

Good

Sep 19, 2026 · AMD Ryzen 7 5800X 8-Core Processor

Global Score

85 vs 78

Hardware Fit

64 vs 74

Quality Score

94 vs 79

Hardware

gemma-4-31b-it-mlx huihui-devstral-sm…

MachineMacBook ProSystem manufacturer

CPUApple M4 MaxAMD Ryzen 7 5800X 8-Core Processor

Cores1616

RAM128 GB32 GB

GPUApple M4 MaxAMD Radeon RX 9060 XT

OSmacOS 26.5.2Microsoft Windows 11 Home 10.0.26200

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-4-31b-it-mlx huihui-devstral-sm…

Tokens/sec13.617.5

First chunk16 ms20 ms

TTFT558 ms279 ms

Load time12.3 sN/A

Memory usage0.0 GB15.6 GB

Memory %0%49%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

huihui-devstral-small-2…

Speed

29/50

TTFT

20/20

Memory

25/30

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

huihui-devstral-small-2…

Reasoning

16/20

Coding

17/20

Instruction

15/20

Structured

14/15

Math

7/15

Multilingual

10/10

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

View gemma-4-31b-it-mlx details | View huihui-devstral-sm… details

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$ metrillm

Requires Node 20+ and Ollama or LM Studio running

Or run without installing: npx metrillm@latest