Sentence Transformers
all-MiniLM-L12-v2
Ultra-compact embeddings for extreme efficiency.
Extremely small model sizeVery fast inferenceMinimal memory and CPU requirementsGood for basic similarity tasks
Today's score
83.0
Where it ranks today
Best for / Not great for
Best for
- On-device applications
- Real-time chatbots
- Low-power devices
- Basic duplicate detection
Not great for
- Deep semantic understanding
- Complex RAG scenarios
- High-precision retrieval tasks
- Long or complex text analysis
Why it ranks here
This model prioritizes size and speed above all else. It's a valuable tool for applications where computational resources are severely limited, providing usable embeddings for simpler tasks.
30-day trend
Score breakdown
Search trends83
Benchmarks83
Developer buzz85
News mentions81
Pricing
API: $0.00 in · $0.00 out per 1M tokens · Consumer: $0.00/mo
Pricing plans
Popular
Open Source
Freely available for all uses.
Free
- Tiny model size
- Extremely fast
- Very low resource usage
- Open license
Managed Inference
Cost-effective API for minimal overhead.
$0 /usage
- Scalable inference
- Pay per token
- Rapid deployment
- Minimal infrastructure needs