Embeddings model
Gemini Embedding 2 Preview
google/gemini-embedding-2-preview
google/gemini-embedding-2-preview is a text embedding model from Google you can call on the OceanToken API at $0.20 per 1M input tokens, with a 8K-token context window.
At a glance
| Model ID | google/gemini-embedding-2-preview |
|---|---|
| Type | Embeddings |
| Publisher | |
| Context window | 8,192 tokens |
| Input price | $0.20 per 1M tokens |
| Endpoint | /v1/embeddings |
| API shape | OpenAI-compatible |
| In the catalog since | 2026-04-17 |
Call it
Base URL https://api.oceantoken.ai/v1, your OceanToken key as the bearer token, and the model ID above as model. The OpenAI SDKs work unchanged; see your first request.
curl https://api.oceantoken.ai/v1/embeddings \
-H "Authorization: Bearer $OCEANTOKEN_API_KEY" \
-H "Content-Type: application/json" \
-d '{"model": "google/gemini-embedding-2-preview", "input": "The quick brown fox"}'
Compared with similar models
Embeddings models on OceanToken closest to google/gemini-embedding-2-preview in price. Every price is what you pay, in US dollars, with no platform fee on top.
| Model | Publisher | Context | Price (per 1M tokens) |
|---|---|---|---|
| Gemini Embedding 2 Preview | 8,192 | $0.20 | |
Codestral Embed 2505mistralai/codestral-embed-2505 | Mistral AI | 8K | $0.15 |
Text Embedding 3 Largeopenai/text-embedding-3-large | OpenAI | 8K | $0.13 |
Voyage 4 Largevoyageai/voyage-4-large | Voyage AI | 32K | $0.12 |
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Prices and capabilities on this page were read from the live OceanToken catalog on 2026-10-18 (UTC), when the documentation was built. If a price has changed since, the console's Models page shows the current one.