Training Cost on HumanEval++
0.12Training Cost (USD)MASRouter
Evaluation results
| Method | Links | |
|---|---|---|
| MASRouter2026.02 | 0.12 | |
| HieraMAScommunication_rounds=12026.02 | 0.53 | |
| MASRouter2026.02 | 0.54 | |
| GDesignercommunication_rounds=3, model_selection=strongest model for all agents2026.02 | 1.33 | |
| HieraMASLLM Selection=Cost-aware rewards, Optimization=Two-stage algorithm with graph classifier training2026.02 | 1.55 | |
| GDesignerModel selection=Defaults to GPT-5-Mini for all agents2026.02 | 1.95 | |
| AFlowOptimization=Monte Carlo Tree Search, Base model=Claude 3.5-Sonnet2026.02 | 28.64 |