We asked 4 AI models to recommend the GitHub Copilot tips and tricks. Here's what GPT-4.1, Gemini, Grok, and Llama agree on.
🏆 AI Consensus Winner: Use Descriptive Comments — recommended by 2/4 models
🔴 AI Confidence: LOW — no clear winner
AI Consensus
These products were recommended by multiple AI models:
- Use Descriptive Comments
What Each AI Recommends
| Rank | GPT-4.1 | Gemini | Grok | Llama |
|---|---|---|---|---|
| 1 | Inline Code Suggestions | Use Descriptive Comments | Use descriptive comments | Use Kite |
| 2 | Use Comment Prompts for Contextual Coding | Define Clear Function Signatures | Provide function signatures | Understand Context |
| 3 | Customize Your Settings for Better Suggestions | Leverage Docstrings | Iterate with tab/esc/edit | Tab Completion |
| 4 | Accept Multiple Suggestions with Keyboard Shortcuts | Provide Example Usage | Leverage Copilot Chat | Comment First |
| 5 | Leverage the Visual Studio Code Extension Features | Iterate and Refine | Customize with slash commands | Refine Suggestions |
Best For Your Needs
- Best overall: Use Descriptive Comments
- Best free option: Use Descriptive Comments
- Best for small teams: Use Descriptive Comments
- Best for enterprises: Use Descriptive Comments
Methodology
We asked each AI model: "What are the Github Copilot Tips And Tricks? List your top 5 recommendations."
Models used: GPT-4.1 Nano (OpenAI), Gemini 2.5 Flash (Google), Grok 4.1 Fast (xAI), Llama 4 Scout (Meta). No web search was enabled — these are pure AI opinions based on training data.
The "AI Consensus" shows products mentioned by 2 or more models. The winner is the product that appears most frequently in the #1 position.