gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

mistral-small:24b

OLLAMA GGUF

llama · 23.6B · Q4_K_M

Good

Jun 26, 2026 · Cortex-X925

Global Score

85 vs 75

Hardware Fit

64 vs 64

Quality Score

94 vs 80

Hardware

gemma-4-31b-it-mlx mistral-small:24b

MachineMacBook ProNVIDIA NVIDIA_DGX_Spark

CPUApple M4 MaxCortex-X925

Cores1620

RAM128 GB122 GB

GPUApple M4 MaxDevice 2e12

OSmacOS 26.5.2Ubuntu 24.04.4 LTS

Archarm64arm64

Power Modebalancedperformance

Performance

gemma-4-31b-it-mlx mistral-small:24b

Tokens/sec13.614.3

First chunk16 ms327 ms

TTFT558 ms327 ms

Load time12.3 s12.0 s

Memory usage0.0 GB18.5 GB

Memory %0%15%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

mistral-small:24b

Speed

14/50

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

mistral-small:24b

Reasoning

16/20

Coding

18/20

Instruction

14/20

Structured

13/15

Math

9/15

Multilingual

10/10

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

View gemma-4-31b-it-mlx details | View mistral-small:24b 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