text-embedding-004
Versatile and cost-effective embeddings for Google Cloud users.
Deep integration with GCPCost-effective pricingGood general-purpose performance
Today's score
92.0
Where it ranks today
Best for / Not great for
Best for
- Vertex AI users
- RAG on Google Cloud Storage
- Semantic search within GCP ecosystem
- General classification tasks
Not great for
- Highly specialized multilingual tasks
- Environments outside Google Cloud
- Cutting-edge research benchmarks
Why it ranks here
Google's latest embedding model provides strong, cost-effective performance, especially for users already invested in the Vertex AI ecosystem. Its seamless integration with other Google Cloud services makes it a practical choice for many enterprise RAG deployments.
30-day trend
Score breakdown
Search trends93
Benchmarks91
Developer buzz93
News mentions91
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Free Tier (Vertex AI)
Experiment with embeddings.
Free
- Limited monthly quota
- Access to standard models
- Basic API features
Popular
Pay-as-you-go
Flexible pricing for all scales.
$0 /usage
- Per-token pricing
- Scales with your needs
- No upfront commitment