Summary

The company reports that PRAXIST achieved the highest-level result in 49 of 75 MLE-Bench competitions at an approximate model cost of US3,000,comparedwith34resultsforClaudeCodeataboutUS3,000, compared with 34 results for Claude Code at about US38,000. Sapient also reports a rocket-landing simulation reaching 100% accuracy within 12 hours, but these results are company-reported and preliminary.

Why it matters

Systems that search over experiments rather than simply execute predefined tasks would extend AI automation into scientific and engineering discovery, if independent evaluations confirm the claims.

Sources