Ask HN: OpenAI Astra post-launch slump?

Posted by iJohnDoe on Friday November 13, 2026 @10:27PM
from the ask-hn dept.

Anyone frustrated with GPT-6 Astra lately? The quality swings wildly from session to session. It feels like the backend is silently redirecting to Luna or other models. I wasn't aware OpenAI did this, but now it makes so much sense because some of the answers and performance read very much like a different model.

Lately it misses obvious details in the code, only to say "oh yeah, I should have mentioned that!"

I explicitly tell it to look at the code in the context, then I start to realize it's making generalizations. "oh yeah, I should have answered from the code!"

The frustrating aspect is that the items listed above are like models from 6-12 months ago. Astra is absolutely amazing and shouldn't perform this way.

( 1 comment | on HN )

Re:Ask HN: OpenAI Astra post-launch slump? by booty on Friday November 13, 2026 @10:43PM (#50493618)

For budgetary reasons Astra is probably less than 10% of my LLM usage, but I have not noticed those swings. Just used it to review a bunch of architecture. Very strong performer.

One of the hallmarks of Luna is that it's slow. Also, while Luna's price/performance is outstanding (astounding, even) ...it's also sort of dumb. Astra isn't perfect but it's been consistently miles above Luna for me.

I believe you, though. Like many/most in this space, I suspect they mess with this stuff all the time behind the scenes. And they're not necessarily serving you the same thing they're serving me.

[ Parent | on HN ]