Gemini Embedding 2 pricing and specs

Multimodal embedding model mapping text, images, video, audio, and PDFs into a unified embedding space

16,9 ₽input / 1M$0.2
0 ₽output / 1M$0
8Kcontexttokens
1max outputtokens

Gemini Embedding 2 price per 1M tokens

Type₽ / 1M$ / 1M
Input tokens16,9 ₽$0.2
Output tokens0 ₽$0

Prices in rubles as of 18.09.2026 at the CBR rate: 1 $ = 84.51 ₽.

Gemini Embedding 2 specs and limits

Context window
8K
Max output
1
Input
text, image, audio, video, pdf
Output
text
Family
gemini
Released
2026-04-22
Updated
2026-04-22
Knowledge cutoff
2025-11
Also known as
google gemini embedding 2, gemini api embedding 2, google ai embedding 2, google deepmind embedding 2, gemini pro embedding 2, gemini flash embedding 2

What Gemini Embedding 2 can do

  • Reasoning
  • Tool calling
  • Structured output
  • Attachments / files
  • Vision (images)
  • Temperature control
  • Open weights

Frequently asked questions

How much does the Gemini Embedding 2 API cost?

Input costs $0.2 per 1M tokens (16.9 ₽) and output costs free per 1M (free). Google bills the prompt and the completion separately, so the price of a call depends on how long both are. Ruble figures use the Bank of Russia rate of 84.51 ₽ per dollar for September 2026.

How much do 1,000 Gemini Embedding 2 tokens cost?

List prices are quoted per 1M tokens, so 1,000 tokens cost a thousandth of that: divide $0.2 for input and free for output by 1,000. The same rates in rubles are 16.9 ₽ and free per 1M tokens. Both prompt tokens and completion tokens are billed.

How many tokens does Gemini Embedding 2 hold?

The Gemini Embedding 2 context window is 8K tokens (8,192). Everything shares that budget: the system prompt, the dialogue history, attached files and the answer the model writes. The figure comes from the Google model card as of September 2026.

What are the Gemini Embedding 2 limits?

The context window is 8K tokens (8,192) and a single response is capped at 1 tokens, so longer output has to be generated in parts. Rate limits are set by Google per account and depend on your plan rather than on the model, so they are not listed here.

How is the Gemini Embedding 2 price in rubles calculated?

Providers quote their tariffs in US dollars, so the ruble amounts here are a conversion at the official Bank of Russia rate of 84.51 ₽ per dollar. For Gemini Embedding 2 that gives 16.9 ₽ per 1M input tokens and free per 1M output tokens. When the rate moves, the ruble price moves with it.

How is Gemini Embedding 2 different from other Gemini models?

Gemini Embedding 2 belongs to the Gemini (embeddings and specialized models) family at Google. Models in the Gemini line differ in context size, price per 1M tokens and supported capabilities, so compare them by the numbers on their cards rather than by the name. Every Gemini model is listed on the provider page.

What capabilities does Gemini Embedding 2 support?

The declared capabilities of Gemini Embedding 2 are: image input. It accepts text, images, audio, video, PDF as input, and every attachment consumes tokens from the shared context window of 8K tokens. The list comes from the Google model card and is refreshed with the catalog as of September 2026.

Other Google models