User Histograms: Analyze LLM Usage Patterns

December 19, 2024

We’re excited to introduce User Histograms, a powerful new visualization tool that helps you understand user behavior patterns across your LLM applications.

Key Features

• Distribution Visualization: See how your users are distributed across different metrics like token usage, costs, and request volumes
• Percentile Analysis: Quickly identify power users and understand usage patterns at different percentiles
• Interactive Filtering: Filter and segment your user data to focus on specific time periods or user groups

Use Cases

1. Usage Pattern Analysis

   • Identify usage clusters and understand how different user segments interact with your LLM applications
   • Spot outliers and investigate unusual usage patterns

2. Cost Optimization

   • Understand cost distribution across your user base
   • Make informed decisions about pricing tiers and usage limits

3. Capacity Planning

   • Analyze token usage patterns to better predict and plan for scaling
   • Understand peak usage patterns across your user base

To access User Histograms, navigate to the Users tab in your Helicone dashboard and click on the Histograms view.