qwen2.5-coder:3b

OLLAMA GGUF

qwen2 · 3.1B · Q4_K_M

Good

Jun 26, 2026 · Cortex-A78AE

gemma-3-27b-it-qat

LM-STUDIO MLX

gemma3 · 27B · 4bit

Good

Mar 5, 2026 · Apple M4 Pro

Global Score

73 vs 76

Hardware Fit

100 vs 51

Quality Score

61 vs 87

Hardware

qwen2.5-coder:3b gemma-3-27b-it-qat

MachineNVIDIA NVIDIA Jetson Orin Nano Engineering Reference Developer Kit SuperMac mini

CPUCortex-A78AEApple M4 Pro

Cores614

RAM7 GB64 GB

GPUIntegrated / UnknownApple M4 Pro

OSUbuntu 22.04.5 LTSmacOS 15.7.4

Archarm64arm64

Power Modebalancedbalanced

Performance

qwen2.5-coder:3b gemma-3-27b-it-qat

Tokens/sec21.38.9

First chunk969 ms3976 ms

TTFT969 ms4.0 s

Load time6.6 sN/A

Memory usage2.0 GB15.7 GB

Memory %27%25%

HW Fit Score Breakdown

qwen2.5-coder:3b

Speed

50/50

TTFT

20/20

Memory

30/30

gemma-3-27b-it-qat

Speed

12/50

TTFT

9/20

Memory

30/30

Quality

qwen2.5-coder:3b

Reasoning

8/20

Coding

15/20

Instruction

11/20

Structured

14/15

Math

4/15

Multilingual

9/10

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

gemma-3-27b-it-qat

Reasoning

16/20

Coding

18/20

Instruction

17/20

Structured

15/15

Math

11/15

Multilingual

10/10

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

View qwen2.5-coder:3b details | View gemma-3-27b-it-qat 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