Press release
Datadog Integrates with OpenAI ChatGPT to Help Organizations Monitor AI Usage, Costs and Performance
Developers can now gain visibility into ChatGPT usage, latency and token consumption in order to optimize the performance, end user experience and cost of
About this update from Datadog, Inc.
[{"type":"text","content":"Developers can now gain visibility into ChatGPT usage, latency and token consumption in order to optimize the performance, end user experience and cost of their AI applications\nNEW YORK, May 10, 2023 /PRNewswire/ -- Datadog, Inc. (NASDAQ: DDOG), the monitoring and security platform for cloud applications, today announced a new integration that monitors OpenAI API usage patterns, costs and performance for various OpenAI models, including GPT-4 and other completion models. Datadog's observability capabilities simplify the process of data collection through tracing libraries so that customers can easily and quickly start monitoring their OpenAI usage.\n\n \n \n \n \n \n \n\n \nAs adoption of OpenAI's newest generative AI model scales and more teams within organizations experiment with ChatGPT, the ability to understand user interactions with GPT-powered applications is vital for identifying opportunities to fine-tune models and enhance user experiences. Monitoring usage of the API and token consumption is also essential in controlling spend and improving application performance. By providing actionable insights into the API's usage, latency and costs, organizations will be able to use AI models more effectively so that they can focus on what matters most—improving day-to-day operations and innovating on products and services.\nDatadog's integration with OpenAI enables organizations to:\nUnderstand Usage: With an easy setup process, users can quickly realize comprehensive insights into overall OpenAI usage of APIs, token consumption and costs split by service, teams and API keys with Datadog's out-of-the-box dashboards. Preconfigured out-of-the-box alerts also help users stay on top of OpenAI API rate limits.Optimize Performance: By tracking API error rates, rate limits and response times, Datadog allows users to identify and isolate application performance issues from API performance issues. Furthermore, users can view their traces and logs containing prompt and completion examples to understand key application bottlenecks and user behaviors.Track Costs: Users can review token allocation and analyze the associated costs of OpenAI API calls. Datadog offers insights into token allocation by model, service and organization to help teams manage their expenses more effectively and avoid unexpected bills.Cover Multiple AI Models: In add...