Best Data Observability Products in 2025

Monte Carlo’s Data Observability platform increases trust in data by eliminating data downtime, so engineers innovate more and fix less.

Multimodal AI for Shopify: text, voice & image help with products, FAQs & checkout.

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Data visualization & Monitoring with support for Graphite, InfluxDB, Prometheus, Elasticsearch and many more databases.

Key Grafana features:

Customizable Dashboards Wide Range of Data Sources Rich Plugin Ecosystem Open Source

Open Source

Digna is the game-changing modern data quality platform that effortlessly uncovers anomalies and errors in your data with Artificial Intelligence.

Key Digna AI features:

Autometrics Autothresholds Forecasting Model Databases

Autonomous Data Quality Validation with DataBuck. Eliminate unexpected data issues. .

Optimised Observability with AI .

Open Source

The Modern Data Quality Platform. .

Key DQLabs.ai features:

Comprehensive Data Management AI-Powered Insights Scalability User-Friendly Interface

paid Free Trial

Collibra automates data management processes by providing business-focused applications where collaboration and ease-of-use come first.

Key Collibra features:

Comprehensive Data Governance User-Friendly Interface Workflow Automation Collaboration

New Relic Insights is a real-time analytics platform that collects.

Key New Relic Insights features:

Real-time Analytics Custom Dashboards Easy Integration Powerful Query Language

Reliable, Secure & Cost-Efficient Monitoring On-Premise | Cloud | Hybrid Enterprise-grade security Enterprise-grade features Best in class Support.

Key VictoriaMetrics Enterprise features:

Enterprise Support Architectural & Security Guidance MoM - Enterprise Monitoring Anomaly Detection

paid Free Trial

Monitor your servers, containers, and applications, in high-resolution and in real-time.

Key Netdata features:

Dashboards & visualizations Configurable Metrics Real time monitoring

Open Source freemium $3.0 / Monthly (Netdata Pro, $3 /Node /mo - Netdata Business, $4 /Node /mo )

Rapidly build and monitor Data and AI Products.

Customer intelligence for HubSpot marketing automation.

An open-source systems monitoring and alerting toolkit.

Key Prometheus features:

Powerful Query Language Dimensional Data Model Auto-Discovery Alerting

Open Source