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Gemini Embedding 2 Preview


Gemini Embedding 2 Preview is Google's embedding model with a 8K context window and up to 128 output tokens, available from 2 providers, starting at $0.150 / 1M input and $N/A / 1M output. A preview multimodal embedding model from the Gemini family for distributed content representations.
Specifications
Canonical IDgoogle-gemini-embedding-2-preview
TypeEmbedding
StatusActive
CreatorGoogleGoogle
Providers
Context Window8K tokens
Max Output128 tokens
Input ModalitiesAudioImagePdfTextVideo
Output ModalitiesEmbedding
Embedding Dimensions3072
Knowledge Cutoff

Capabilities

Input5/5
Text
Image
Audio
Video
PDF
Output1/5
Text·
Image·
Audio·
Video·
Embedding
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Pricing by Provider

ProviderStandard
Input
$ / 1M
Google Vertex AI logo
Google Vertex AI
gemini-embedding-2-preview
$0.150
Google Gemini logo
Google Gemini
gemini/gemini-embedding-2-preview
$0.200

Cost Calculator

Preset:
Compares every provider & tier in USD

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Text Embedding 52K$0.025$0.000Available
Embed 4128K$0.120$0.470Available
Embed 4 Img$0.470$0.000Available
Embed 4 Txt$0.120$0.000Available
Text Embedding 42K$0.100$0.000Deprecated
Voyage 432K$0.060$0.000Available
Voyage 4 Large32K$0.120$0.000Available
Voyage 4 Lite32K$0.020$0.000Available
Voyage 3.532K$0.060$0.000Available
Voyage 3.5 Lite32K$0.020$0.000Available
Gemini Embedding 2 Preview8K$0.150$0.000Current

Model IDs