This bundled deterministic benchmark is a functional demonstration, not a production performance claim.
| Metric | Baseline | MARGINAL | Savings |
|---|---|---|---|
| Tokens | 97,500 | 42,500 | 56.41% |
| Calls | 25 | 15 | 40.00% |
| USD | $1.1500 | $0.4500 | 60.87% |
| Latency | 17,750 ms | 7,750 ms | 56.34% |
| Verified success | 100% | 100% | preserved |
Token savings: 56.41% on the bundled scenarios.