Best Practices for AI Models
Learn how to optimize your AI model usage for performance, cost-efficiency, and reliability on Kloud Team.
Choosing the Right Model
For Complex Reasoning and Analysis
Use Claude Opus or Sonnet for best results:
- Advanced reasoning capabilities
- Superior quality for complex tasks
- Best for critical applications where accuracy matters
- Higher cost but worth it for demanding use cases
Ideal use cases:
- Legal document analysis
- Medical research summaries
- Complex coding problems
- Strategic planning and analysis
For High-Throughput Applications
Use Claude Haiku or Grok for speed:
- Fast response times
- Lower cost per request
- Excellent for high-volume operations
- Good balance of quality and efficiency
Ideal use cases:
- Customer support chatbots
- Content moderation
- Real-time applications
- Quick Q&A systems
For Multimodal Tasks
Use Claude Sonnet for vision + text:
- Process images and text together
- Understand charts, diagrams, and screenshots
- Extract information from visual content
- Best-in-class multimodal capabilities
Ideal use cases:
- Document processing with images
- UI/UX analysis
- Receipt and invoice parsing
- Visual content understanding
Use Sora for video generation:
- Create videos from text descriptions
- Customizable dimensions and duration
- High-quality output
Ideal use cases:
- Marketing content
- Product demonstrations
- Social media content
- Educational videos
For Data Privacy
Choose self-hosted models:
- Full control over data and infrastructure
- No data leaves your environment
- Compliance with data regulations
- Complete transparency
Ideal use cases:
- Healthcare applications
- Financial services
- Government systems
- Enterprise applications with strict data policies