Monitor Your OpenAI Usage With Datadog | Datadog

Monitor your OpenAI usage with Datadog

Track, assess, and optimize your organization’s usage of OpenAI. Get an in-depth overview of cost estimation, prompt and completion sampling, performance metrics, and more.

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800+ Turn-Key Integrations, Including

Product Benefits

Secure Your Cloud Infrastructure

  • Assess and enhance your security posture with continuous configuration checks across your cloud accounts, hosts, and containers
  • Track and fulfill audit requirements with out-of-the-box support for over 15 compliance frameworks including PCI DSS, SOC 2, HIPAA, GDPR, and CIS
  • Automatically detect and prioritize cloud vulnerabilities based on potential business impact, deep observability context, and Datadog’s curated security research
  • Visualize your cloud resources and their associated security risks at a glance with a comprehensive resource inventory
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Track OpenAI Usage Patterns

  • Easily break down API requests by OpenAI model, service, organization ID, and API key with out-of-the-box dashboards
  • Identify where OpenAI’s models are used in your organization and to what extent with unique organization IDs
  • Enable tracking by API keys to break down usage by specific users, uncover spikes in usage and associated costs, and trace unauthorized API access back to specific keys and users
  • Avoid rate-limit errors or excessive latencies with recommended monitors that proactively measure the rate of your requests and token usage
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Monitor and Allocate Costs based on Token Usage

  • Discover primary cost drivers for your OpenAI usage; track your total token consumption and break it down by prompt and completion tokens
  • Leverage out-of-the-box dashboards to track the average total number of tokens per request & and the average number of prompt and completion tokens per request
  • Deploy and start monitoring without any need for professional services or extensive training
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Easily Analyze API Response Times to Troubleshoot and Optimize Performance

  • Seamlessly track the ratio of response times to the volume of prompt tokens and distinguish between anomalous latencies from prolonged response times caused by spikes in requests
  • Utilize traces to uncover performance issues on individual requests, such as the specific models that were queried and the precise content of prompts and completions
  • Automatically save error and high latency traces for 15 days
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Enhance Productivity with Bits AI, Your Generative AI Copilot

  • Easily query observability data in natural language when and where you need it on mobile, web, or Slack
  • Accelerate investigations and improve collaboration with automatically generated incident summaries, and post mortems
  • Democratize observability data and accelerate onboarding with your always-on generative AI Copilot
  • Resolve bugs faster in production and fix code quality issues with automatically generated code fix suggestions and unit tests
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Real results from Datadog customers

12B Log events each day, managed cost-effectively
EA DICE
<2 min Mean time to resolution (MTTR)
CITIZENS BANK
50% Cost savings on cloud resources
TRAVELSUPERMARKET

The Essential Monitoring and Security Platform for the Cloud Age

Datadog brings together end-to-end traces, metrics, and logs to make your applications, infrastructure, and third-party services entirely observable.

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