SaaSBench (Engineering) - Deploy Capability: leaderboard
Metric: Capability score (%; share of the Deploy (service start, migrations, configuration, health checks) validation-node max score earned across all 30 tasks, pass@1; agent builds and deploys an enterprise SaaS system from a PRD). Source: arxiv.org. Saturation forecast: Around June 2028. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.7 (Claude Code) | 22.76 |
Interactive version: theaggregate.ai/benchmark?slug=saasbench-engineering-deploy-capability · How It Works · Data refreshed daily, snapshot 2026-09-26.