OpenAI
OpenAI Embeddings (`text-embedding-3-large`)
Versatile and powerful embeddings for a wide range of applications.
Strong general-purpose performanceVast dataset trainingEase of integration via APIScalability
Today's score
96.0
Where it ranks today
Best for / Not great for
Best for
- General semantic search
- Classification tasks
- Clustering similar documents
- Quick prototyping
Not great for
- Highly specialized domain retrieval without fine-tuning
- Cost-sensitive low-volume use cases
- Offline or restricted environments
Why it ranks here
OpenAI's embeddings remain a top contender due to their robust general performance and widespread developer familiarity. While not as specialized for RAG as some competitors, their versatility, scalability, and strong API infrastructure keep them in high demand for diverse applications.
30-day trend
Score breakdown
Search trends95
Benchmarks96
Developer buzz98
News mentions93
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Free Tier (Usage)
Get started with OpenAI embeddings.
Free
- Limited usage credits
- Access to `text-embedding-3-small`
- Standard API access
Popular
Pay-as-you-go
Scalable and cost-effective for most users.
$0 /usage
- Per-token pricing
- Access to `text-embedding-3-large` and `small`
- High availability
- Standard support
Enterprise
Custom solutions for large-scale deployments.
Custom
- Custom models
- Dedicated infrastructure
- Advanced security
- Volume discounts