Cost Optimization

Comprehensive Cost Optimization

Single optimizations have limited impact. Layered, combined strategies can reduce AI costs by 70–90%. Click the strategy cards below to watch the cost bar change in real time.

Five-Layer Optimization Strategy
Click in order to stack effects (click again to deactivate)
Cost Simulator
100,000 conversations/day · click strategies above to stack optimization effects
Before
Repeated History 35%
Unnecessary RAG 25%
Flagship Model 20%
Necessary Compute 20%
100%
Current
Repeated History
Unnecessary RAG
Flagship Model
Necessary 20%
Saved
100%
KV Cache −35% Model Routing −12% RAG Filtering −18% History Compression −8% Semantic Cache −7%
0%
Stacked Savings
Implementation Details
↑ Click any strategy above to view the implementation flow
Cost optimization is architecture design, not an afterthought. Considering these 5 layers at system design time is 10× easier than retrofitting after launch.