AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
Model reports
End-to-end investment-banking tasks produce spreadsheets, presentations, and documents; the agent harness, financial-data tools, and rubric-grader configuration are part of the score.
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Hy4 preview | 78.6 | percent | OpenCode scaffold, Gemini 3 Flash judge | 2026-08-28 · document_publication | Hy4 preview |