OpenAI

OpenAI Embeddings (text-embedding-3-large)

State-of-the-art, highly versatile embeddings for complex understanding.

Exceptional semantic understandingStrong performance across diverse tasksScalable for enterprise applicationsMultimodal capabilities

Where it ranks today

Best for / Not great for

Best for
  • Advanced semantic search
  • Complex RAG pipelines
  • Content categorization
  • Recommendation systems
Not great for
  • Extremely low-latency requirements
  • Highly specialized, niche domains without fine-tuning
  • Strictly on-premise deployments

Why it ranks here

OpenAI's latest embedding model continues to set the benchmark with its robust performance, versatility, and impressive scaling capabilities. It excels in nuanced semantic understanding and is a top choice for advanced RAG and search applications, solidifying its lead.

30-day trend

Score breakdown

Search trends98
Benchmarks97
Developer buzz96
News mentions96

Pricing

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

Pricing plans

Free Tier
Experiment with basic embedding capabilities.
Free
  • Limited daily requests
  • Access to smaller models
  • Basic documentation
Sign Up Free
Popular
Pay-as-you-go
Scale flexibly with usage-based pricing.
$0 /usage
  • Access to latest models
  • High throughput
  • Tiered pricing for volume
  • API access
Check Pricing
Enterprise
Dedicated support and custom solutions.
Custom
  • Dedicated support
  • Custom model training
  • Enhanced security
  • Volume discounts
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Compare with another modelHow is this score calculated? →Snapshot 2026-08-17