Gemma4-31B:31B

OLLAMA GGUF

gemma4 · 31.3B · Q4_K_M

Not Rec.

Aug 18, 2026 · Intel Core™ Ultra X7 358H

qwen2.5-7b-instruct

LM-STUDIO MLX

qwen2 · 7B · 4bit

Excellent

Mar 3, 2026 · Apple M4

Global Score

76 vs 84

Hardware Fit

45 vs 97

Quality Score

89 vs 78

Hardware

Gemma4-31B:31B qwen2.5-7b-instruct

MachineGMKtec NucBox EVO-T2SMacBook Air

CPUIntel Core™ Ultra X7 358HApple M4

Cores1610

RAM64 GB32 GB

GPUIntel(R) Arc(TM) B390 GPUApple M4

OSMicrosoft Windows 11 Pro 10.0.26200macOS 26.3

Archx64arm64

Power Modebalancedbalanced

Performance

Gemma4-31B:31B qwen2.5-7b-instruct

Tokens/sec3.824.4

First chunk3536 ms464 ms

TTFT3.5 s464 ms

Load time19.6 sN/A

Memory usage19.9 GB4.0 GB

Memory %31%13%

HW Fit Score Breakdown

Gemma4-31B:31B

Speed

5/50

TTFT

10/20

Memory

30/30

qwen2.5-7b-instruct

Speed

47/50

TTFT

20/20

Memory

30/30

Quality

Gemma4-31B:31B

Reasoning

18/20

Coding

19/20

Instruction

15/20

Structured

14/15

Math

14/15

Multilingual

9/10

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

qwen2.5-7b-instruct

Reasoning

14/20

Coding

17/20

Instruction

15/20

Structured

15/15

Math

8/15

Multilingual

9/10

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

View Gemma4-31B:31B details | View qwen2.5-7b-instruct 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