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Get Started Free →Window functions, grain discipline and the join that silently fans out rows — with the row count checked before the number is believed.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-01 | ✗→✓ | ▲ Improved | 6% | 0% |
| case-15 | ✗→✓ | ▲ Improved | 19% | 0% |
| case-20 | ✗→✓ | ▲ Improved | 4% | 0% |
| case-03 | ✓→✓ | = Same ✓ | 14% | 0% |
| case-04 | ✓→✓ | = Same ✓ | 1% | 0% |
Window functions, grain discipline and the join that silently fans out rows — with the row count checked before the number is believed.
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