Detailed results

Dated comparisons, source records and scoring details for the studies in Research. Each study retains its own model version, evaluation and limitations.

World Router

Trained on the founder's own Codex history, the personal world model uses live task state to choose among individual workers, review, rescue, and councils.

• 37% less estimated model spend than assigning the same 386 worker runs to Sol High; 62% less than assigning them all to Sol Extra High.

See the routing loop, reported cost comparison and limitations.