Gemini Embedding 2 Preview
by GoogleEmbedding
Gemini Embedding 2 Preview is Google's first multimodal embedding model. We currently support mapping text and images into a unified vector space for semantic search and retrieval-augmented generation (RAG). It...
- Context
- 8.2K tokens
- Max output
- 8,192 tokens
- Released
- 2026-04-17
- Weights
- unknown
google/gemini-embedding-2-preview
Specifications
Full facts as recorded, incl. what is unknown.
- Released
- 2026-04-17
- Weights
- unknown
- Input
- Text, Image, File, Audio, Video
- Output
- Embeddings
- Context window
- 8,192 max across endpoints
- Max output
- 8,192
- Providers
- 2 + 1 gateway, not counted as providers
- Epoch Capabilities Index
- not evaluated
- Direct price range
- $0.20 in per 1M tokens · across all 2 providers
More details
- Last updated
- —
- Knowledge cutoff
Capabilities
Across all endpoints: supported if any endpoint supports it.
- Tool callingunknown
- Parallel toolsunknown
- Structured outputunknown
- Reasoningunknown
- Image input
- PDF inputunknown
- Audio input
- Audio outputunknown
- Video inputunknown
- Prompt cachingunknown
- Web searchunknown
- Computer useunknown
- System messagesunknown
- Assistant prefillunknown
- Temperatureunknown
- Streamingunknown
- Attachmentsunknown
Endpoints
One row per provider and variant; gateways are listed separately.
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Price history
No change since 19 Oct 2026. The cheapest direct price has been $0.20 in / — out per 1M tokens at Google on every data refresh since then.
Tracked from 19 Oct 2026. Headline-eligible direct prices only, so a price the sanity check flags never draws a spike. Series as JSON
Cost calculator
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