Databricks rolls out GPT-6 Astra to 3,500 engineers, coding spend jumps 60%
nickbaumann_ · x · 2026-09-17
Databricks engineering lead Patrick Wendell shared internal results after rolling out GPT-6 Astra to all 3,500 engineers:
- On highly complex tasks—especially high-level system design and long-range horizontal work—Astra unambiguously beats their previous top models (Claude Opus 5, Sol 5.6).
- A pilot with 200 users showed overall coding spend rose about 60% vs baseline. Powerful, but expensive.
- No meaningful gains on medium/low complexity tasks; the team suspects those are already saturated by existing models.
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