Gemma Embeddings
Open, lightweight embeddings for broad adoption.
Open weightsEfficient and fastStrong performance for sizeGoogle's AI research backing
Today's score
92.0
Where it ranks today
Best for / Not great for
Best for
- On-device applications
- Open-source RAG
- Cost-effective semantic search
- Research and experimentation
Not great for
- Cutting-edge performance on complex tasks
- Tasks requiring deep, nuanced understanding
- Commercial support without Google Cloud integration
Why it ranks here
Google's Gemma models, including their embedding capabilities, are gaining traction due to their open nature and efficiency. They represent a significant advancement for developers seeking accessible, high-quality embedding solutions.
30-day trend
Score breakdown
Search trends91
Benchmarks93
Developer buzz95
News mentions92
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Popular
Open Weights
Free to download and use
Free
- Downloadable model weights
- Permissive license
- Can be self-hosted
- Requires own infrastructure
Vertex AI
Managed embeddings on Google Cloud
Custom
- Fully managed service
- Integration with Vertex AI ecosystem
- Scalable infrastructure
- Pay-as-you-go pricing