Frozen bench version
CrawlDex Bench 2026.07
Codex Browser leads bench-2026.07 at 84%. Results are server re-scored from traces; held-out answers are not published.
PublishedVerified launch fixtureLast verified Jun 12, 202612 held-out tasks private
Leaderboard
Verified stack results
Based on 218 evaluable bench tasks across public submissions.
| Rank | Stack | Overall | Surfaces | Evidence | Verified |
|---|---|---|---|---|---|
| 1 | Codex Browser codex-browser | 84% | 106/112 | 98/112 | Jun 12, 2026 |
| 2 | Playwright Reference playwright-reference | 72% | 94/106 | 82/106 | Jun 11, 2026 |
Per-category aggregation
Category scores by stack
Developer SaaS/API
dev_saas_api
Subscriptions
subscriptions
120
suite tasks
12
held out until retirement
2
verified submissions