Gemini Embedding 2
Multimodal Gemini embedding model for text, images, video, audio, and PDFs in a unified embedding space.
Context window
8,192 tokens
Max output
No output limit in registry
Input price
Per 1M input tokens
Output price
No official price captured yet
Modalities
Input: Text, Image, Video, Audio, Pdf; output: Embedding
API surface
3 supported endpoints
Overview
Where this model fits best
Use this section to quickly decide whether the model belongs in chat, coding, reasoning, embedding, rerank, vision, audio, or agent workflows.
Use cases
What this model should be considered for
Best fit
Use this model when you need a well-documented, structured option inside the registry and want a single place to inspect pricing, capabilities, and operational limits.
Capabilities
What you can actually do with it
Feature flags, API endpoints, and tool support are separated so integration constraints are easy to scan.
Endpoints
APIs and surfaces this model can be called through.
Pricing
Pricing and billing signals
Known prices are shown per 1M tokens. Missing official prices are marked as not published instead of being treated as free.
Standard API
Input
Output
Default request pricing when using the primary endpoint.
Batch API
Input
Output
Lower-throughput asynchronous pricing when a batch path is available.
Controls
Runtime knobs worth knowing
Supported request parameters help developers understand sampling, output limits, reasoning controls, and structured output behavior.
Temperature
0 to 2
Top P
0 to 1
Presence Penalty
-2 to 2
Frequency Penalty
-2 to 2
Specifications
Technical reference
Canonical identifiers, family, modalities, token limits, training information, and update metadata.
Model ID
gemini-embedding-2Use this exact identifier in API calls and SDK configuration.
Provider
Access type
Input modalities
Output modalities
Max input tokens