Total Products under this Category: 153
Last updated: November 12, 2026
Why You Can Trust G2's Software Rankings:
G2's software rankings are built on verified user reviews, rigorous moderation, and a consistent research methodology maintained by a team of analysts and data experts. Each product is measured using the same transparent criteria, with no paid placement or vendor influence. While reviews reflect real user experiences, which can be subjective, they offer valuable insight into how software performs in the hands of professionals. Together, these inputs power the G2 Score, a standardized way to compare tools within every category.
Highlighted products: Redgate Monitor, Datadog, IBM Instana, Site24x7, BMC AMI Data, Dynatrace, Monte Carlo, and Grafana Labs.
Underlying data: [Grid® JSON](https://www.g2.com/categories/database-monitoring/grids.json?focus%5B%5D=redgate-monitor&focus%5B%5D=datadog&focus%5B%5D=ibm-instana&focus%5B%5D=site24x7&focus%5B%5D=bmc-ami-data&focus%5B%5D=dynatrace&focus%5B%5D=monte-carlo&focus%5B%5D=grafana-labs)
S3STAT takes the detailed server access logs provided by Amazon's CloudFront & S3, and translates them into human readable statistics, etc.
SAP HANA Cloud is a modern database-as-a-service (DBaaS) powering the next generation of intelligent data applications. SAP HANA Cloud offers a competitive edge by incorporating advanced machine learning and predictive tools grounded in modern data science. Its powerful in-memory performance safeguards efficient data processing. By securely storing vast amounts of data with its integrated multitier storage and handling various types on a single copy in its native multi-model database, SAP HANA Cloud simplifies data management and connects to other data sources. The seamless integration of these capabilities in a reliable, unified foundation makes it easier for developers to build high-demand intelligent data apps.
Average Rating: 4.3/5.0
Total Reviews: 522
AI-generated summary from verified user reviews
"Powerful Real-Time Analytics, Challenging Setup"
Rating: 4.0/5.0 stars
— Rudranil G.
"High-Performance In-Memory Analytics for Faster Decision-Making"
Rating: 4.5/5.0 stars
— Prashant l.
Database performance monitoring for the Microsoft Data Platform, with proven scalability, fast root cause analysis, and visibility across the SQL Server and Azure SQL data estate. SolarWinds® SQL Sentry is designed to help you find and fix database performance problems—and prevent future challenges—that could delay data delivery or even bring business data systems to a halt.
Connect G2 to Claude or ChatGPT for answers grounded in G2's trusted reviews, comparisons, and pricing from real user insights.
Powered by Cisco, AppDynamics is on a mission to help companies see their technology through the lens of the business so they can work as one to prioritize what matters most. We’re reinventing the observability space and simplifying the challenge of digital transformation for the world’s largest enterprises. In this era of unprecedented digital growth, the AppDynamics Business Observability Platform transforms organizations faster by providing business context deep into the technology stack, aligning teams around shared priorities, and enabling technologists to act with confidence and control. AppDynamics has been recognized by Gartner as a leader in the APM market for more than eight years and was positioned highest in ‘ability to execute’ in Gartner’s 2021 Magic Quadrant Report for APM.
Average Rating: 4.3/5.0
Total Reviews: 335
AI-generated summary from verified user reviews
"Silver Bullet for Enterprise Applications Performance Monitoring"
Rating: 5.0/5.0 stars
— RaviShankar S.
"AppDynamics - A powerful analytics tool for business transactions and monitoring"
Rating: 4.5/5.0 stars
— Brajesh S.
SQL Enterprise Job Manager helps DBAs simplify job scheduling with comprehensive monitoring and management of SQL Server agent jobs and Windows tasks across all of your SQL Servers. Manage jobs proactively by chaining jobs together to create automated workflows and configuring alerts to be notified of completion status and potential issues.
To maintain end-user satisfaction, it is critical to optimize the performance of the SQL queries that applications use to communicate with the underlying databases. SQL Query Tuner optimizes SQL queries by quickly discovering, diagnosing, and optimizing poor-performing SQL queries. Visually tune complex SQL queries. Load test in simulated production environments. Streamline SQL query tuning for SQL Server.
Our comprehensive monitoring tool gives you complete peace of mind and means you can focus on doing what you do best – managing and growing your business.
Surpassing basic tuning to optimize your Db2 on z/OS workload performance, saving resources and reducing negative impacts of application or environment changes.
Tidy Data is a self-service data monitoring platform that ensures ETL's, data jobs and processes are accurate. Custom in-house solutions are costly, laborious, and fragile. Replacing them with our consistent managed data ops monitoring platform will solve these issues. It's like Pingdom for data.
TIMi is the most efficient Data Science and Data Processing Platform. Since 2007, we have been creating and improving the most powerful framework to push the barriers of analytics, predictive analytics, AI and Big Data, while offering a helpful, fast and friendly environment. The TIMi Suite consists of four tools: 1. Anatella (Analytical ETL, Data Prep & Big Data), 2. Modeler (Auto-ML / Automated Predictive Modelling / Automated-AI), 3. StarDust (3D Segmentation) 4. Kibella (BI Dashboarding solution). TIMi dominates the Data Science market: In the "Summer 2022 - Momentum Report” from G2, in the “Data Science” category, TIMi has the #1 rank: TIMi is the Data Science solution with both the highest market growth and the highest customer-satisfaction! More about this subject here: https://timi.eu/blog/timi-the-number-one-data-science-platform/
Average Rating: 4.8/5.0
Total Reviews: 50
AI-generated summary from verified user reviews
"Effortless ETL with Potential for ML Growth"
Rating: 4.0/5.0 stars
— Zainab Y.
"TIMi and Anatella: fast, scalable, and efficient ML pipeline for very large volumes"
Rating: 5.0/5.0 stars
— Hugo D.
Togglr is a unique first-of-its-kind Digital Services Platform for Hybrid Multi-Cloud Management and Deployment. The platform enables users to Cloud Migrate from one Cloud provider to another or from On-Premise to a Cloud Provider. It is a collaborative Cloud system, where Migration, Disaster recovery & Backup, Orchestration and Analytical functionalities are managed and interfaced on a single digital platform. This all-in-one digital Cloud model enables a dynamic digital transformation apart from reducing data loss and downtime. Our seamless Migration system facilitates to Migrate & to Manage Hybrid workload across multiple Clouds or Data Centres.
Average Rating: 5.0/5.0
Total Reviews: 14
AI-generated summary from verified user reviews
Rating: 5.0/5.0 stars
— Dennis H.
"Togglr assists our business with cloud security"
Rating: 5.0/5.0 stars
— Onur B.
World's first vector database observability platform AI runs on vectors. Vectorsight keeps them visible. All powered by the Vectorsight Agent—deployed without touching your code!
Verax NMS & APM is a network monitoring software that reduces costs of IT service delivery, shortens downtimes and increases customer satisfaction levels through streamlining processes of business service management, problem detection and resolution.
