This report synthesises findings from 12 peer-reviewed papers addressing the following research question: MATH benchmark: accuracy and efficiency tradeoffs --- rotation 1. 7 claims were extracted from source literature; 7 were independently verified against retrieved documents. An automated multi-reviewer quality assessment produced a score of 9.2/10. This report is a machine-generated literature synthesis and does not constitute original research.Research goal: MATH benchmark: accuracy and efficiency tradeoffs — rotation 1Autonomous literature synthesis. Automated review score: 9.2/10. Full text and citation available at Assignee Research.