Sentence-Transformers
all-MiniLM-L6-v2
Lightweight and fast embeddings for general-purpose use.
Very fast inferenceSmall model sizeGood performance for its sizeEasy to use
Today's score
87.0
Where it ranks today
Best for / Not great for
Best for
- Real-time applications
- Resource-constrained environments
- Simple text similarity
- Prototyping
Not great for
- Complex semantic understanding
- Highly specialized domains
- Cutting-edge benchmark performance
- Long document analysis
Why it ranks here
While newer, more powerful models have emerged, all-MiniLM-L6-v2 remains relevant for its speed and efficiency. It's a popular choice for applications where rapid embedding generation is critical, and accuracy requirements are less stringent.
30-day trend
Score breakdown
Search trends85
Benchmarks86
Developer buzz90
News mentions87
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Popular
Open Source (Self-hosted)
Free and fast sentence embeddings.
Free
- Apache 2.0 License
- Fast inference
- Small model footprint
- Easy integration
Hugging Face Inference API
Managed inference via Hugging Face.
$0 /usage
- Pay per request
- Scalable
- Easy integration