"Help me choose an AI provider strategy for my work.
Stack: [describe stack]
Task mix: [quick edits, debugging, architecture, code review, private code]
Constraints: [budget, privacy, offline needs, existing subscriptions]
Recommend:
1. the best default provider
2. when to switch to another provider or model family
3. where open source is worth considering
4. the biggest tradeoffs I should test myself instead of trusting benchmarks"OpenAI vs Anthropic vs Open Source — An Honest Comparison
Compare the major AI model providers — strengths, weaknesses, pricing, and when to use which.
Prompt FAQ
Questions to answer before you paste it
When should I use the OpenAI vs Anthropic vs Open Source — An Honest Comparison prompt?
Compare the major AI model providers — strengths, weaknesses, pricing, and when to use which. Use it when you need a safer starting point than a blank prompt and you want the agent to stay inside explicit constraints.
Should I paste this prompt exactly as written?
No. Treat it as a safe starter. Replace the task, files, constraints, and verification details with your actual context before you run it.
What should I do after the agent answers?
Read the diff, run the checks, and stop after one reviewable step. If you need deeper context, open the lesson that explains the reasoning behind the prompt.
Related prompts worth copying next
Claude Code — When You Want AI in Your Terminal
Use Claude Code for terminal-based AI development with deep codebase understanding.
Open prompt pageRunning Local Models — Ollama and LM Studio
Run AI models on your own machine — privacy benefits, performance tradeoffs, setup guides, and when local makes sense.
Open prompt pageThe AI Coding Tool Landscape
Cursor, Bolt, Replit, v0, Lovable compared — which tool fits your workflow?
Open prompt page