Real-World Results

Cost optimization benchmarks across multiple providers. See actual savings for Anthropic Claude and projected savings for OpenAI GPT-4o.

⚠ Methodology Note:

Anthropic benchmark validated with 19 real interactions. OpenAI benchmark based on static analysis. Validation monitoring available (€49/mo).

45.2%
Cost Reduction
€194
Annual Savings
19
Interactions Tested
0%
Quality Loss

Before vs. After

Metric Before After Improvement
Monthly Cost $35.40 $19.40 -45.2%
Avg Cost per Interaction $0.063 $0.035 -44.4%
Efficiency Score 55/100 82/100 +49%
Interactions Analyzed 7 baseline 12 optimized 100% monitored