Not every coding task needs Opus. Bernstein's contextual bandit router learns which model handles each task type best, then routes accordingly. In our own runs, the bandit router cut spend roughly in half compared to uniform model selection.

Measure yours with bernstein cost. The uniform selection problem Most multi-agent setups use the same model for everything. Every task — whether it's renami