
Quick Answer
If you code daily, don’t pick one model for everything. Use ChatGPT for fast prototyping and ecosystem-heavy workflows, Claude for long-context reasoning and deep refactors, and Gemini when your stack is tightly integrated with Google tools.
Evaluation Framework
- Debugging quality
- Refactor quality
- Long-context handling
- Prompt reliability
- Ecosystem/API fit
Task-by-Task Workflow Recommendation
- Bug triage: ChatGPT
- Deep fix plan: Claude
- Implementation draft: ChatGPT or Gemini
- Large refactor safety pass: Claude
- Release note and handoff docs: Gemini / ChatGPT
FAQ
Which model is best for large codebases?
Claude is generally strongest for long-context analysis and refactor planning.
Should we use one model or multiple?
Use multiple by task category for better consistency and cost control.


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