Google

Google's Gecko embeddings (PaLM 2)

Versatile embeddings optimized for Google Cloud.

Strong performance across diverse tasksIntegration with Google Cloud Vertex AIMultilingual capabilities

Where it ranks today

Best for / Not great for

Best for
  • RAG on Google Cloud
  • Semantic search within Google ecosystem
  • Multilingual document analysis
  • Content classification
Not great for
  • Multi-cloud or hybrid cloud strategies
  • Open-source flexibility
  • Standalone API outside of Google Cloud

Why it ranks here

Google's Gecko embeddings, part of the PaLM 2 family and accessible via Vertex AI, provide a robust option for users invested in the Google Cloud platform. They offer good general-purpose performance and multilingual support, making them suitable for various RAG and semantic search applications within the GCP environment. Continued development and integration within Google's AI offerings keep them relevant.

30-day trend

Score breakdown

Search trends85
Benchmarks85
Developer buzz86
News mentions84

Pricing

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

Pricing plans

Popular
Vertex AI API
Embeddings optimized for Google Cloud.
$0 /usage
  • Scalable
  • Integrated with Vertex AI
  • Pay-per-use
  • Multilingual support
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Enterprise Solutions
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Custom
  • Dedicated support
  • Custom model tuning
  • Enterprise-grade security
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Compare with another modelHow is this score calculated? →Snapshot 2026-07-13