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Gemini Embedding 2 Preview


Gemini Embedding 2 Preview is Google logoGoogle's language model with a 8K context window and up to 128 output tokens, available from 2 providers, starting at $0.200 / 1M input and $N/A / 1M output. A preview multimodal embedding model from Google that generates distributed representations across text, image, and other content types.
Spec
Canonical IDgoogle-gemini-embedding-2-preview
TypeLanguage
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

ProviderStandardBatch
Input
$ / 1M
Audio In
$ / 1M
Input
$ / 1M
Audio In
$ / 1M
Google Gemini logo
Google Gemini
gemini-embedding-2-preview
$0.200$6.50$0.100$3.25
Google Vertex AI logo
Google Vertex AI
gemini-embedding-2-preview
$0.200$6.50$0.100$3.25

Cost Calculator

Preset:
Compares every provider & tier in USD

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
Text Embedding 0052K$0.025$0.000Available
Embed 4128K$0.120$0.470Available
Embed 4128K$0.120$0.000Available
NV Embed QA 4$0.100$0.100Available
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
Text Embedding 3.7 Large Exp8K$0.100$0.000Available
Voyage 3.532K$0.060$0.000Available
Gemini Embedding 2 Preview8K$0.200$0.000Current

Model IDs