SaaSBench (Engineering) - Commerce & Finance: leaderboard

Metric: Task score (%; pass@1, mean over the four Commerce & Finance tasks of the share of each task's validation-DAG max score earned; agent builds and deploys an enterprise SaaS system from a PRD). Source: arxiv.org. Saturation forecast: Around 2028. 16 models tracked.

Top models

#ModelScore
1Claude Opus 4.7 (Claude Code)15.65

Interactive version: theaggregate.ai/benchmark?slug=saasbench-engineering-commerce-finance · How It Works · Data refreshed daily, snapshot 2026-09-26.