Embeddings model
Pplx Embed V1 4B
perplexity/pplx-embed-v1-4b
perplexity/pplx-embed-v1-4b is a text embedding model from Perplexity you can call on the OceanToken API at $0.03 per 1M input tokens, with a 32K-token context window.
At a glance
| Model ID | perplexity/pplx-embed-v1-4b |
|---|---|
| Type | Embeddings |
| Publisher | Perplexity |
| Context window | 32,000 tokens |
| Input price | $0.03 per 1M tokens |
| Endpoint | /v1/embeddings |
| API shape | OpenAI-compatible |
| In the catalog since | 2026-03-16 |
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": "perplexity/pplx-embed-v1-4b", "input": "The quick brown fox"}'
Compared with similar models
Embeddings models on OceanToken closest to perplexity/pplx-embed-v1-4b in price. Every price is what you pay, in US dollars, with no platform fee on top.
| Model | Publisher | Context | Price (per 1M tokens) |
|---|---|---|---|
| Pplx Embed V1 4B | Perplexity | 32,000 | $0.03 |
Text Embedding 3 Smallopenai/text-embedding-3-small | OpenAI | 8K | $0.02 |
Qwen3 Embedding 4Bqwen/qwen3-embedding-4b | Qwen | 33K | $0.02 |
Voyage 4 Litevoyageai/voyage-4-lite | Voyage AI | 32K | $0.02 |
More from Perplexity
- Pplx Embed V1 0.6b
perplexity/pplx-embed-v1-0.6b - Sonar
perplexity/sonar - Sonar Deep Research
perplexity/sonar-deep-research - Sonar Pro
perplexity/sonar-pro - Sonar Pro Search
perplexity/sonar-pro-search - Sonar Reasoning Pro
perplexity/sonar-reasoning-pro
All Perplexity models on OceanToken
Use it
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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.