Google Research
GTR-XL
Large-scale, high-performance embeddings for search.
Broad coverageCompetitive benchmark performanceGood for RAGLeverages Google's research
Today's score
87.0
Where it ranks today
Best for / Not great for
Best for
- General semantic search tasks
- RAG pipelines
- Information retrieval
- Applications benefiting from Google's AI expertise
Not great for
- Task-specific zero-shot instruction following
- Multilingual tasks without fine-tuning
- Open-source RAG solutions requiring direct model weights
Why it ranks here
GTR-XL, developed by Google Research, offers strong general-purpose embedding capabilities suitable for various search and RAG applications. While access might be more managed, its performance remains competitive.
30-day trend
Score breakdown
Search trends88
Benchmarks87
Developer buzz86
News mentions86
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Popular
Google Cloud Vertex AI
Embeddings as a managed service.
$0.01 /usage
- Scalable infrastructure
- Integrated with Google Cloud
- API access
- Enterprise support