Keywords AI

Datadog LLM vs Galileo AI

Compare Datadog LLM and Galileo AI side by side. Both are tools in the Observability, Prompts & Evals category.

Quick Comparison

Datadog LLM
Datadog LLM
Galileo AI
Galileo AI
CategoryObservability, Prompts & EvalsObservability, Prompts & Evals
PricingEnterpriseFreemium
Best ForEnterprise teams already using Datadog who want to add LLM monitoringAI teams who need to measure and improve the quality of their LLM outputs
Websitedatadoghq.comrungalileo.io
Key Features
  • LLM monitoring within Datadog platform
  • Unified APM + LLM observability
  • Automatic instrumentation
  • Cost and token tracking
  • Integration with existing Datadog dashboards
  • LLM output quality evaluation
  • Hallucination guardrails
  • RAG evaluation metrics
  • Data-centric AI debugging
  • Automated error detection
Use Cases
  • Unified monitoring for AI and traditional services
  • Enterprise LLM monitoring at scale
  • Correlating LLM performance with infrastructure
  • Compliance and audit logging
  • Large-scale production monitoring
  • Monitoring LLM output quality
  • Detecting and preventing hallucinations
  • Evaluating RAG pipeline accuracy
  • Debugging data quality issues
  • Continuous quality assurance

When to Choose Datadog LLM vs Galileo AI

Datadog LLM
Choose Datadog LLM if you need
  • Unified monitoring for AI and traditional services
  • Enterprise LLM monitoring at scale
  • Correlating LLM performance with infrastructure
Pricing: Enterprise
Galileo AI
Choose Galileo AI if you need
  • Monitoring LLM output quality
  • Detecting and preventing hallucinations
  • Evaluating RAG pipeline accuracy
Pricing: Freemium

About Datadog LLM

Datadog's LLM Observability extends its industry-leading APM platform to AI applications. It provides end-to-end tracing from LLM calls to infrastructure metrics, prompt and completion tracking, cost analysis, and quality evaluation—all integrated with Datadog's existing monitoring, logging, and alerting stack. Ideal for enterprises already using Datadog who want unified observability across traditional and AI workloads.

About Galileo AI

Galileo is a data intelligence platform for AI that helps teams evaluate, debug, and improve LLM applications. It provides metrics for hallucination detection, context adherence, chunk quality, and response completeness. Galileo's guardrails can be deployed in production to catch quality issues in real-time.

What is Observability, Prompts & Evals?

Tools for monitoring LLM applications in production, managing and versioning prompts, and evaluating model outputs. Includes tracing, logging, cost tracking, prompt engineering platforms, automated evaluation frameworks, and human annotation workflows.

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