gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

qwen3.5-35b-a3b-t48-c8k:latest

OLLAMA GGUF

qwen35moe · 36.0B · Q4_K_M

Not Rec.

Aug 1, 2026 · Intel Xeon® E5-4620 0

Global Score

85 vs 65

Hardware Fit

64 vs 38

Quality Score

94 vs 76

Hardware

gemma-4-31b-it-mlx qwen3.5-35b-a3b-t4…

MachineMacBook ProDell Inc. PowerEdge R820

CPUApple M4 MaxIntel Xeon® E5-4620 0

Cores1664

RAM128 GB256 GB

GPUApple M4 MaxMicrosoft Remote Display Adapter, Microsoft Basic Display Adapter

OSmacOS 26.5.2Microsoft Windows Server 2022 Datacenter 10.0.20348

Archarm64x64

Power Modebalancedbalanced

Performance

gemma-4-31b-it-mlx qwen3.5-35b-a3b-t4…

Tokens/sec13.63.4

First chunk16 ms4210 ms

TTFT558 ms4.2 s

Load time12.3 s45.1 s

Memory usage0.0 GB22.0 GB

Memory %0%9%

HW Fit Score Breakdown

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

qwen3.5-35b-a3b-t48-c8k…

Speed

3/50

TTFT

5/20

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

qwen3.5-35b-a3b-t48-c8k…

Reasoning

16/20

Coding

15/20

Instruction

9/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View gemma-4-31b-it-mlx details | View qwen3.5-35b-a3b-t4… 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