Training Cost Measurement on MMLU Redux (Knowledge-intensive QA)
0.46Training Cost (USD)MASRouter
Evaluation results
| Method | Links | |
|---|---|---|
| MASRouter2026.02 | 0.46 | |
| HieraMASLLM Selection=Cost-aware rewards, Optimization=Two-stage algorithm with graph classifier training2026.02 | 1.85 | |
| GDesignerModel selection=Defaults to GPT-5-Mini for all agents2026.02 | 3.51 | |
| AFlowOptimization=Monte Carlo Tree Search, Base model=Claude 3.5-Sonnet2026.02 | 13.94 |