Gemini 3 is still in preview (limited rate limits) and 2.5 is deprecated (still live but won't be for long).[0]

Are Google planning to put any of their models into production any time soon?

Also somewhat funny that some models are deprecated without a suggested alternative(gemini-2.5-flash-lite). Do they suggest people switch to Claude?

[0] https://ai.google.dev/gemini-api/docs/deprecations

I agree completely. I don't know how anyone can be building on these models when all of them are either deprecated or not actually released yet. As someone who has production systems running on the deprecated models, this situation really causes me grief.

I dont think any of them really wants api customers in the end. They are only temporarily useful.

Why's that?

Well let me use llama.cpp to run worlds-smallest-violin-Q8.gguf

When you build on something that can be rugpulled at any moment, that's really kind of on you.

They probably have some inflexible internal policy where preview needs to be in use for X months before GA. Couple that with the rate of AI progress and voila.

You are reading your link wrong. They are deprecating 2.5-preview models. 2.5 (including lite) are up till at least sept/oct 26.

gemini-2.5-pro has a listed shutdown date of "June 17, 2026" in the linked table.

(Another commenter pointed out that this is the earliest shutdown date and it won't necessarily be shut down on that date).

Where are you getting sept/Oct from? I see gemini-2.5-flash-image in October, but everything else looks like June/July to me?

This feels very Google

I found the Googler!

Nope. The closest I've gotten was rejecting Google recruiters several times.

But like everyone else I'm used to Google failing to care about products.

Inside Google we just constantly joked/complained about "old thing is deprecated, new isn't ready yet"

This held for internal APIs, facilities, systems more even than it did for the outside world. Which is terrible.

[dead]

I haven't seen any deprecation notices for 2.5 yet, just for 2. I'd expect (and hope) the deprecation timeline for 2.5 is longer since 3.0 is still in preview. Maybe they just default to 1 year here?

> Note: The shutdown dates listed in the table indicate the /earliest/ possible dates on which a model might be retired. We will communicate the exact shutdown date to users with advance notice to ensure a smooth transition to a replacement model.

I think you're right, it was 2 I think I saw explicitly deprecated, then searched again and saw 2.5 having a shutdown date.

This article[0] talks about 2 being deprecated.

It's still frustrating that they don't have proper production endpoints for 3.0 yet.

[0] https://ai.google.dev/gemini-api/docs/changelog

Have 2.5 in prod. Hope they release 3 lite soon so it will be easier to swap them. Holding my breath as pro pricing is a non starter.

I am sure Google would never deprecate a piece of software lots of people depend upon.

https://killedbygoogle.com/

It's the Tensorflow strategy; deprecate the old version while the new version still doesn't support all the old one's functionality.

welcome to Google, where the only kinds of systems are the deprecated ones, and the not-yet-production-ready ones