Monitoring complements tracing by providing aggregate insights into the performance and usage of LLM workflows. With LangDB, you can monitor trends, analyze API usage patterns, and optimize cost at scale.
Key Metrics and Features
-
Model Usage Statistics Track input and output tokens for each model, enabling you to:
-
Measure utilization across LLMs.
-
Understand workload distribution across providers.
-
API Call Analytics Gain insights into API calls with metrics like:
-
Total number of calls per day.
-
Average duration of calls by API type.
-
Usage trends over time.
With Usage Tracking , LangDB provides the tools you need to maintain visibility, debug efficiently, and optimize the performance of your LLM-powered workflows.
From individual trace logs to aggregated API analytics, LangDB ensures you have the insights required to scale AI solutions reliably and cost-effectively.