Datadog / datadoghq.com
AI-powered observability platform providing unified monitoring across infrastructure, application performance, logs, and security with AI-assisted root cause analysis and anomaly detection.
Pricing
$15/mo
Free plan
Yes
Category
Developer Tools
Platforms
2
Free plan
Yes
API access
Yes
Open source
No
Platforms
2
Datadog is the leading cloud observability platform, monitoring infrastructure, applications, logs, and security across cloud and hybrid environments. Its AI features focus on correlating signals from across the observability stack to surface root causes and reduce mean time to resolution.
Watchdog is Datadog's AI anomaly detection engine that automatically identifies anomalous patterns in metrics, logs, and traces — surfacing potential issues without requiring manual alert threshold configuration for every metric. Watchdog learns baseline behaviour and alerts when significant deviations occur.
Bits AI is Datadog's generative AI assistant for investigations — engineers ask natural language questions during incidents ('what changed in the last hour before this error spike?') and Bits AI queries across metrics, logs, traces, and events to provide context-rich answers. This accelerates incident investigation from manual dashboard navigation.
APM (Application Performance Monitoring) traces request flows through distributed microservices, identifying bottlenecks and error sources across service boundaries. AI-powered root cause analysis in APM correlates trace anomalies with infrastructure changes and deployment events.
Cloud Security Monitoring applies Datadog's observability data model to security — detecting threat patterns in cloud infrastructure activity, correlating security signals with application behaviour, and providing a unified security operations view for teams using Datadog's observability stack for security as well.
Datadog AI runs as ml platform software built around data and text workflows. Users typically start with a prompt, upload, or connected data source, and the underlying model handles the heavy lifting before returning a result you can refine or export. It's available on web and api, with API access for teams that want to embed it into their own products.
The capabilities that matter most for teams evaluating Datadog AI.
Automatically detects anomalous patterns in metrics, logs, and traces — alerting on significant deviations from learned baselines without manual threshold configuration.
Generative AI investigation assistant answering natural language questions about infrastructure and application data — accelerating incident context gathering during investigations.
Traces request flows through microservices identifying bottlenecks and error sources with AI correlation of anomalies to infrastructure changes and deployments.
Free plan (1 host). Infrastructure from $15/host/month. APM from $31/host/month. Enterprise custom. Publicly traded (DDOG).
Model
Freemium
Starting price
$15/mo
Free trial
Yes
New Relic (rank 540) provides competing observability. Dynatrace (rank 541) provides AI-driven APM. Grafana+Prometheus provides open source monitoring alternative. Splunk provides log analysis alongside security. PagerDuty (rank 538) handles incident response.
A side-by-side look at the closest alternative in this category.
Key facts about model providers, platforms, and team support.
Model Provider
OpenAI, Datadog
Platforms
Web, API
Deployment
SaaS
Integrations
AWS, Azure, GCP, Kubernetes, Slack, PagerDuty, 650+ integrations, API
Team Collaboration
Yes
Launch Year
2022
Compliance signals and data-handling notes as reported by the vendor.
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP authorised. HIPAA eligible. Enterprise data handling agreements.
Infrastructure metrics, logs, and trace data processed on Datadog's infrastructure. Review data handling policy for sensitive application and log data processing.
Editorial Verdict
Datadog is the leading AI observability platform for cloud-native engineering teams wanting unified monitoring across infrastructure, APM, logs, and security with AI anomaly detection and investigation assistance.
Last verified July 24, 2026.
Free plan (1 host). Infrastructure from $15/host/month. APM from $31/host/month. Enterprise custom. Publicly traded (DDOG).
Free plan with 100GB data/month. Standard $0.25/GB thereafter. Enterprise custom. Publicly traded (NEWR).
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP authorised. HIPAA eligible. Enterprise data handling agreements.
SOC 2 Type II. ISO 27001. GDPR compliant. FedRAMP authorised. HIPAA eligible. Enterprise data handling agreements.
Infrastructure metrics, logs, and trace data processed on Datadog's infrastructure. Review data handling policy for sensitive application and log data processing.
Telemetry data (metrics, logs, traces) processed on New Relic's infrastructure. 100GB free tier data processed under New Relic's standard privacy policy.
Verified reviews from signed-in users, stored in the backend and averaged into this tool's rating.
Sign in to rate Datadog AI and leave a review.
No other reviews yet — be the first to share how this tool performs in practice.
