qwen2.5:3b

OLLAMA GGUF

qwen2 · 3.1B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

gemma-4-31b-it-mlx

LM-STUDIO MLX

gemma4 · 31B · 8bit

Excellent

Aug 19, 2026 · Apple M4 Max

Global Score

77 vs 85

Hardware Fit

100 vs 64

Quality Score

67 vs 94

Hardware

qwen2.5:3b gemma-4-31b-it-mlx

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMacBook Pro

CPUCortex-A78AEApple M4 Max

Cores616

RAM7 GB128 GB

GPUIntegrated / UnknownApple M4 Max

OSUbuntu 22.04.5 LTSmacOS 26.5.2

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5:3b gemma-4-31b-it-mlx

Tokens/sec21.413.6

First chunk1006 ms16 ms

TTFT1.0 s558 ms

Load time6.4 s12.3 s

Memory usage2.0 GB0.0 GB

Memory %27%0%

HW Fit Score Breakdown

qwen2.5:3b

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-4-31b-it-mlx

Speed

14/50

TTFT

20/20

Memory

30/30

Quality

qwen2.5:3b

Reasoning

12/20

Coding

14/20

Instruction

11/20

Structured

15/15

Math

6/15

Multilingual

9/10

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

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

View qwen2.5:3b details | View gemma-4-31b-it-mlx 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