Embeddings model
BGE M3
baai/bge-m3
baai/bge-m3 is a text embedding model from BAAI you can call on the OceanToken API at $0.01 per 1M input tokens, with a 8K-token context window and up to 8K output tokens.
At a glance
| Model ID | baai/bge-m3 |
|---|---|
| Type | Embeddings |
| Publisher | BAAI |
| Context window | 8,194 tokens |
| Max output | 8,194 tokens |
| Input price | $0.01 per 1M tokens |
| Endpoint | /v1/embeddings |
| API shape | OpenAI-compatible |
| In the catalog since | 2025-11-18 |
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": "baai/bge-m3", "input": "The quick brown fox"}'
Compared with similar models
Embeddings models on OceanToken closest to baai/bge-m3 in price. Every price is what you pay, in US dollars, with no platform fee on top.
| Model | Publisher | Context | Price (per 1M tokens) |
|---|---|---|---|
| BGE M3 | BAAI | 8,194 | $0.01 |
E5 Large V2intfloat/e5-large-v2 | intfloat | 1K | $0.01 |
Multilingual E5 Largeintfloat/multilingual-e5-large | intfloat | 1K | $0.01 |
Qwen3 Embedding 8Bqwen/qwen3-embedding-8b | Qwen | 41K | $0.01 |
More from BAAI
- BGE Base En V1.5
baai/bge-base-en-v1.5 - BGE Large En V1.5
baai/bge-large-en-v1.5
Use it
Create an account All models and prices
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.