OpenAI

OpenAI Embeddings v3

State-of-the-art embeddings for diverse semantic tasks.

High accuracy across many benchmarksMultimodal capabilitiesScalabilityLow-dimensional output options
Today's score
97.0
Try OpenAI Embeddings v3

Where it ranks today

Best for / Not great for

Best for
  • Complex RAG systems
  • Semantic search over large datasets
  • Content classification
  • Cross-lingual retrieval
Not great for
  • Real-time embedding generation on edge devices
  • Zero-cost solutions
  • Highly specialized niche domains without fine-tuning

Why it ranks here

OpenAI's latest embedding model sets a high bar with its improved accuracy, cost-effectiveness, and support for multimodal inputs. Its flexibility in output dimensions makes it adaptable to various downstream tasks, solidifying its position as a leading choice for demanding RAG and semantic search applications.

30-day trend

Score breakdown

Search trends98
Benchmarks97
Developer buzz96
News mentions97

Pricing

API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo

Pricing plans

Free Trial
Test the power of advanced embeddings.
Free
  • Limited API credits
  • Access to v3-small
  • Community support
Sign up free
Popular
Pay-as-you-go
Scale with your needs.
$0 /usage
  • v3-small and v3-large access
  • Billed per 1M tokens
  • High throughput
  • API access
Get API access
Enterprise
Dedicated support and custom solutions.
Custom
  • Custom model fine-tuning
  • Dedicated support
  • Volume discounts
  • Enhanced security
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Compare with another modelHow is this score calculated? →Snapshot 2026-08-05