Google AI

Google AI Embeddings (Gecko 002)

Efficient and versatile embeddings integrated with Google Cloud.

Strong performance with Google's ecosystGood balance of speed and accuracyScalability within Google Cloud infrastr

Where it ranks today

Best for / Not great for

Best for
  • RAG applications on Vertex AI
  • Semantic search within Google products
  • Content recommendation systems
  • Multi-modal search capabilities
Not great for
  • Self-hosted or on-premise deployments
  • Users outside the Google Cloud ecosystem
  • Applications requiring absolute lowest latency

Why it ranks here

Google's embedding models, particularly within Vertex AI, offer robust performance and seamless integration for users invested in the Google Cloud ecosystem. While not always leading on pure benchmarks, their efficiency and scalability make them a strong choice for many enterprise RAG and search tasks.

30-day trend

Score breakdown

Search trends94
Benchmarks93
Developer buzz94
News mentions92

Pricing

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

Pricing plans

Free Tier (Vertex AI)
Explore embeddings with limited free usage.
Free
  • Limited quota per month
  • Access to basic models
  • Community support
View Vertex AI Pricing
Popular
Vertex AI - Pay-as-you-go
Flexible pricing for Google Cloud users.
$0 /usage
  • Per-token pricing
  • High throughput
  • Integrated with other GCP services
  • Global availability
Get Started on Vertex AI
Compare with another modelHow is this score calculated? →Snapshot 2026-07-17