gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

deepseek-r1:7b

OLLAMA GGUF

qwen2 · 7.6B · Q4_K_M

Good

Mar 5, 2026 · Intel Core™ i5-6500

Global Score

85 vs 66

Hardware Fit

64 vs 63

Quality Score

94 vs 67

Hardware

gemma-4-31b-it-mlx deepseek-r1:7b

MachineMacBook ProGigabyte Technology Co., Ltd. H170M-D3H

CPUApple M4 MaxIntel Core™ i5-6500

Cores164

RAM128 GB16 GB

GPUApple M4 MaxGP104 [GeForce GTX 1070]

OSmacOS 26.5.2Ubuntu 24.04.4 LTS

Archarm64x64

Power Modebalancedlow-power

Performance

gemma-4-31b-it-mlx deepseek-r1:7b

Tokens/sec13.635.6

First chunk16 ms224 ms

TTFT558 ms7.5 s

Load time12.3 s7.7 s

Memory usage0.0 GB4.6 GB

Memory %0%29%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

deepseek-r1:7b

Speed

50/50

TTFT

7/20

Memory

6/30

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

deepseek-r1:7b

Reasoning

16/20

Coding

10/20

Instruction

9/20

Structured

10/15

Math

14/15

Multilingual

8/10

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

View gemma-4-31b-it-mlx details | View deepseek-r1:7b 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