AI Cost & Performance Dashboard
Comprehensive tools to estimate AI usage costs, performance, and storage requirements
6
Calculators
20+
AI Models
6
Storage Types
Real-time
Calculations
Cost Optimization Tips
Token Usage
- • Use shorter prompts when possible
- • Implement caching for repeated requests
- • Monitor token usage with analytics
Batch Processing
- • Group similar requests together
- • Use appropriate batch sizes
- • Consider model-specific optimizations
Storage
- • Implement data retention policies
- • Use compression for cost savings
- • Monitor storage growth trends
Performance
- • Choose models based on latency needs
- • Implement proper concurrency limits
- • Monitor response times
Fine-tuning
- • Start with smaller datasets
- • Use fewer epochs initially
- • Test with validation data
Embeddings
- • Chunk text optimally (200-500 tokens)
- • Consider overlap for better retrieval
- • Choose appropriate embedding models