Claude Code Models: Choose the Right AI for Every Task
Master tactical model selection in Claude Code. Learn when to use Sonnet vs Opus for optimal performance and cost efficiency.
Problem: Developers waste money using Opus for everything, or struggle with Haiku when they need more power. Tactical model switching can optimize your usage costs by 60-80%.
Quick Win: Set Sonnet as your default model right now:
This saves 80% on costs while maintaining excellent performance for 90% of development tasks.
The Smart Model Strategy
Most developers make a costly mistake: using one model for everything. Claude Code offers four models, each optimized for different scenarios. Strategic switching can reduce your usage costs by 80% while improving performance.
Sonnet: Your Daily Driver
Best for: 90% of development work
Perfect for:
- Feature implementation and bug fixes
- Code reviews and refactoring
- API integration and database work
- Writing tests and documentation
Why Sonnet wins: 90% of Opus capability at 2x the speed, rarely hits usage limits, ideal for pair programming workflow.
Opus: The Heavy Hitter
When to upgrade: Complex architectural decisions only
Use Opus for:
- Large-scale refactoring across multiple systems
- Complex debugging with intricate dependencies
- Architectural decisions requiring deep reasoning
- Advanced security reviews
Cost reality: 5x more expensive than Sonnet, but justified for tasks requiring maximum reasoning power.
Haiku: The Speed Demon
When to downgrade: Simple, repetitive tasks
Perfect for:
- Simple file reads and formatting
- Basic syntax validation
- Quick status checks
- Text transformations
Warning: Don't use Haiku for actual development. It struggles with complex logic and multi-file projects.
Tactical Model Switching
The ClaudeFast approach: Start with Sonnet, escalate when needed.
During Development Sessions
Cost Optimization Pattern
- Default: Sonnet for all standard development
- Escalate: Switch to Opus only when Sonnet struggles
- Delegate: Use Haiku for simple file operations
- Monitor: Track usage to optimize model selection
This approach can reduce costs by 60-80% compared to using Opus for everything.
Model Selection by Task Type
Code Analysis Speed Rankings
- Haiku: Instant but shallow analysis
- Sonnet: Fast with excellent depth
- Opus: Slower but deepest analysis
Reasoning Quality Rankings
- Opus: Superior for complex multi-step problems
- Sonnet: Excellent for most development scenarios
- Haiku: Basic reasoning only
Cost Efficiency Rankings
- Haiku: Cheapest per task (limited capability)
- Sonnet: Best performance per dollar
- Opus: Premium pricing for premium capability
Common Model Selection Mistakes
Mistake 1: Using Opus for everything
- Problem: 5x higher costs with slower responses
- Solution: Default to Sonnet, escalate selectively
Mistake 2: Staying on Haiku too long
- Problem: Poor code quality, missed issues
- Solution: Upgrade to Sonnet for any real development
Mistake 3: Not switching models mid-session
- Problem: Using wrong model for current task
- Solution: Use
/model opusor/model sonnetto switch instantly
Quick Reference
| Task Type | Recommended Model | Why |
|---|---|---|
| Daily coding | Sonnet | Best balance of speed and capability |
| Complex architecture | Opus | Maximum reasoning depth |
| Simple file ops | Haiku | Fast and cheap |
| Debugging | Start Sonnet, escalate to Opus if stuck | Progressive escalation |
For beginners: Start with Sonnet to learn workflows.
For daily development: Sonnet as default with Opus for complex debugging.
For budget optimization: Strategic switching based on task complexity.
For learning: Check our configuration guide to set up model defaults.
Master model selection and you'll code faster while spending less. Most tasks need Sonnet's balanced power, not Opus's premium capabilities.
Next Action: Set up your optimal model configuration with our performance optimization guide, then learn advanced context management techniques.
Related Guides:
- Deep Thinking Techniques - When to use extended thinking with Opus
- Efficiency Patterns - Build frameworks for consistent output
- Usage Optimization - Track and reduce your costs
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