Regression Verdict
PASS
0 regressions across 5 tests
Token Consumption Delta
-37.5%
152 tokens → 95 tokens avg
Projected Net Savings (1M Calls)
$305.00
Basis: GPT-4o Production Tier
Schema Integrity
100%
5/5 JSON validations passed
Multi-Model Cost Projections
Simulated monthly expenditure based on 1,000,000 production queries.
Dual Prompt Variant Workbench
Compare baseline production instructions against proposed candidate refactors with live template token interpolation.
Tokens:
152 vs 95 (-37.5%)
Variant A
Production Baseline
152 tokens
598 chars
Variant B
Candidate Refactor
95 tokens
318 chars
Regression Test Suite
Simulate real-world edge cases, injection attempts, and schema verification.