LM Speed: LLM API Speed Testing and Ranking
LM Speed is a professional tool designed for developers to test and analyze the speed of various LLM (Large Language Model) APIs. It supports multiple LLM service providers, enabling users to identify the optimal API for their specific application needs.
Key Features:
- Real-time Speed Testing: Measures API response times using multiple prompts for accurate results.
- Custom Endpoint Support: Allows testing with custom base URLs and API keys, supporting both official and proxy endpoints.
- Performance Analytics: Provides detailed metrics such as first token latency, tokens per second, and total processing time.
- Real-time Streaming Results: Monitors test progress with streaming results for each prompt evaluation.
- Ranking: Compares performance between different API providers.
Use Cases:
- API Selection: Helps developers choose the fastest and most efficient LLM API for their applications.
- Performance Optimization: Identifies bottlenecks and areas for improvement in AI application performance.
- Endpoint Validation: Verifies the performance of custom or proxy endpoints.
- Continuous Monitoring: (Coming Soon) Long-term performance monitoring.
LM Speed aims to provide comprehensive insights into LLM API performance, empowering developers to build faster and more reliable AI applications.
