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Get Started Free →Subgraph composition and modular workflow design for LangGraph
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-11 | ✗→✓ | ▲ Improved | 23% | 0% |
| case-18 | ✗→✓ | ▲ Improved | 11% | 0% |
| case-02 | ✓→✗ | ▼ Worse | -1% | 0% |
| case-01 | ✗→✗ | ＝ Same ✗ | 6% | 0% |
| case-03 | ✗→✗ | ＝ Same ✗ | 15% | 0% |
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