Cost Optimization for AI APIs

The Challenge

AI APIs get expensive at scale.

Strategy 1: Model Selection

Strategy 2: Caching

Cache identical requests. Hit rates: 10-50%.

Strategy 3: Batching

Process in batches of 10. Saves 5-15%.

Strategy 4: Resolution

Only generate at needed size.

Strategy 5: Deduplication

Prevent duplicate requests.

Strategy 6: Monitoring

Track costs and set alerts.

Strategy 7: Tiers

Offer Fast/Balanced/Quality options.

Savings Summary

Combined: 50-80% savings

Next Steps

• Batch processing
• Build SaaS