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Database Software with Application-Level Analysis (2026)

Last updated: April 2026

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11 software options

MySQL logo
Category Leaders

One database service for transactions, analytics, and ML

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MySQL is a relational database management system (RDBMS) designed to help businesses record, update, and manage data and deploy cloud-native applications. Features include data masking and de-identification, multi-document transaction support, intrusion detection, alerts & configuration management.

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MongoDB logo
Category Leaders

Database management and application development software

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MongoDB is a flexible, scalable NoSQL database that handles structured, semi-structured, and unstructured data for modern applications.

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Oracle Database logo
Category Leaders

Discover the Right Database for You

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Oracle Database is a data warehouse software designed to help businesses of all sizes manage data and automate recurring tasks using machine learning-enabled tools. The platform enables managers to generate business models, transform data, and detect hidden anomalies across datasets.

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Spotlight Cloud logo

Cloud-powered SQL server performance monitoring

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With Spotlight Cloud, IT administrators are provided with the tools to pinpoint key issues within an SQL server environment and resolve them, to help improve overall server performance. Using cloud computing, Spotlight Cloud can store and analyze data in a reliable environment.

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Database Performance Analyzer logo

Monitoring and tuning for cloud & hybrid environments

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Database Performance Analyzer from SolarWinds is a monitoring tool used for preventing and solving application performance issues in AWS and Azure

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SQL Diagnostic Manager logo

Robust diagnostic management for SQL Servers

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Identify query performance issues and generate alerts when problems occur with SQL Diagnostic Manager. Businesses are able reduce costly server downtime and ensure server availability using performance and capacity monitoring capabilities.

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AWS for Data logo

Analytics and database management solutions from AWS

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AWS for Data includes analytics, data center, and database management solutions that help businesses extract insights from data faster, combine and replicate data across multiple data stores, manage infrastructure for data lakes, and implement machine learning and predictive analytics.

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EMQX logo

MQTT Messaging Platform

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The world’s most scalable and reliable MQTT messaging platform to connect, move and process your data in business-critical scenarios for the IoT era.

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Foglight logo

Database performance monitoring

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Foglight cross-platform database software allows you to proactively improve database performance and increase visibility by monitoring all your diverse databases centrally, through a single console. With alerting, diagnostics, performance analytics and more, you’ll easily optimize database health.

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VMware SQL logo

SQL database solution

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VMware SQL is a centrally managed database service that includes a fully-featured self-service portal, built-in automation and monitoring, firewall rules and policies, security functions and much more.

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VictoriaMetrics logo
(0)

Cloud-based time series database monitoring software

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VictoriaMetrics is a cloud-based time series database and monitoring software that helps businesses store and visualize metrics, trace and measure query performance, and more.

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