What changed
Time to bail on Vertex AI text-embedding-004, 005 and two more? Act. You can stay. Four embedding models retire April 1, 2027. Pick a newer embedding model before then.
On our scale this is Act: change a setting or plan before the date. You can stay.
Google ends four older embedding models on Vertex AI on April 1, 2027, including text-embedding-004 and 005. Its page does not name a model to use next.
Here are the facts we checked:
- Retirement date: April 1, 2027 (Google Cloud)
- Models that retire: text-embedding-005, text-embedding-004, text-multilingual-embedding-002 (the multilingual 002 model), multimodalembedding@001 (Google Cloud)
- How many models: Four (Google Cloud)
- Replacement: Not listed by Google (Google Cloud)
- Embedding models with later dates on the same page: gemini-embedding-001 (no sooner than May 20, 2028) and gemini-embedding-2 (released April 22, 2026) (Google Cloud)
- Can the date move earlier?: No. Google says dates may be extended, but not moved earlier (Google Cloud)
- What Google calls Vertex AI now: Gemini Enterprise Agent Platform (Agent Platform for short) (Google Cloud)
- Apps that embed text or images with these models: Must move to another model by April 1, 2027 (Google Cloud)
You can stay on Gemini Enterprise Agent Platform. You have to change a setting or plan before the date.
Leaving is a choice here, not a must.
Google Cloud is the main source for this page. Gemini Enterprise Agent Platform has not said more than what is listed here. If a fact is not on this page, we do not know it yet.
Who is affected
Apps that embed text or images with these models: Must move to another model by April 1, 2027.
The date to remember is April 1, 2027. Make the change before then.
What to do before April 1
- Find the old model names. Search for the four names on Google's list, such as text-embedding-004.
- Pick a newer embedding model. Google's page lists gemini-embedding-001 and gemini-embedding-2 with later dates.
- Test search results first. Try it on your own data. You may need to embed your stored text again.
A few tips:
- Make the change yourself before the date. Do not wait for the last reminder email.
- Write down your current plan or settings first, so you can compare after the change.
- After the change, open your settings again and check that it worked.
How to tell your users
If the change affects your members or team, send one short email. Say what changes for them and when. Put the most important line first.
If there is a date, send a short reminder a few days before it. Keep a copy of the list you sent it to.
Options people mention
Listed for convenience. Not ranked. Not paid. These names come up in threads and reviews; that does not show where people moved.
Before you pay, check the price page of each tool yourself. Prices change, and we only list what our sources say.
Questions people ask
No questions collected yet.
Sources