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Text Embedding Preview


Text Embedding Preview is Google logoGoogle's embedding model with a 3K context window, starting at $0.0063 / 1M input and $N/A / 1M output. A preview-stage text embedding model from Google for generating dense vector representations of text for semantic search and similarity tasks.
Spec
Canonical IDgoogle-text-embedding-preview
TypeEmbedding
StatusActive
CreatorGoogleGoogle
Providers
Context Window3K tokens
Input ModalitiesText
Output ModalitiesEmbedding
Embedding Dimensions768

Capabilities

Input1/5
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
text-embedding-preview-0409
$0.0063

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
Text Embedding Preview3K$0.006$0.000Current

Model IDs