### Contents - [**Articles**](#resources-articles) - [**Glossary Terms**](#resources-glossary_terms) - [**Discussions**](#resources-discussions) - [**Reports**](#resources-reports) # Application Performance Monitoring (APM) Tools Resources ##### Articles, Glossary Terms, Discussions, and Reports to expand your knowledge on Application Performance Monitoring (APM) Tools Resource pages are designed to give you a cross-section of information we have on specific categories. You'll find [articles](#resources-articles) from our experts, [feature definitions](#resources-glossary_terms), [discussions](#resources-discussions) from users like you, and [reports](#resources-reports) from industry data. [ContentsExpand/Collapse Contents](#) - [**Articles**](#resources-articles) - [**Glossary Terms**](#resources-glossary_terms) - [**Discussions**](#resources-discussions) - [**Reports**](#resources-reports) ## Application Performance Monitoring (APM) Tools Articles [![How to Improve IT Operations With AIOps](https://learn.g2.com/hubfs/AIOps%20Platforms%20G2.jpg "How to Improve IT Operations With AIOps")](https://www.g2.com/articles/aiops-platforms-it-operations) [ ### How to Improve IT Operations With AIOps ](https://www.g2.com/articles/aiops-platforms-it-operations) AIOps platforms have shifted IT teams' responsibilities with the integration of artificial intelligence (AI) and machine learning (ML) to automate IT operations, proactively monitor and analyze systems, and improve performance.  [ ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin") TL ](https://learn.g2.com/author/tian-lin) by Tian Lin [![Enterprise IT Management Software Can Automate Key IT Functions](https://learn.g2.com/hubfs/Enterprise%20management%20-TL.jpg "Enterprise IT Management Software Can Automate Key IT Functions")](https://www.g2.com/articles/enterprise-it-management-software-automates-it-functions) [ ### Enterprise IT Management Software Can Automate Key IT Functions ](https://www.g2.com/articles/enterprise-it-management-software-automates-it-functions) The goal of enterprise IT management is to have a centralized point of control for several IT asset lifecycles and users involved in one or multiple environments. Human resources often fall short in fulfilling this objective. However, IT managers can move closer to this goal with automation, but how can they apply different automation to major IT functions?   [ ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin") TL ](https://learn.g2.com/author/tian-lin) by Tian Lin [![AIOps Is Not Yet Ideal for Every Business](https://learn.g2.com/hubfs/aiops.jpeg "AIOps Is Not Yet Ideal for Every Business")](https://www.g2.com/articles/aiops-is-not-yet-ideal-for-every-business) [ ### AIOps Is Not Yet Ideal for Every Business ](https://www.g2.com/articles/aiops-is-not-yet-ideal-for-every-business) AIOps is one of the most important IT milestones in the next decade; however, due to high cost and limited functionality, AIOps software is still an immature market.  [ ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin") TL ](https://learn.g2.com/author/tian-lin) by Tian Lin [![Why Most Businesses’ Mobile Presence Failed](https://learn.g2.com/hubfs/Mobile%20website.jpg "Why Most Businesses’ Mobile Presence Failed")](https://www.g2.com/articles/businesses-mobile-presence) [ ### Why Most Businesses’ Mobile Presence Failed ](https://www.g2.com/articles/businesses-mobile-presence) Digitalization is the key to success for many businesses today, especially during the COVID-19 pandemic. As businesses establish their online presence, many web designers and developers need to focus more on the mobile user experience rather than the desktop user experience. This is because there are more mobile web users than desktop.  [ ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin") TL ](https://learn.g2.com/author/tian-lin) by Tian Lin [![Automating Your IT System with AIOps: Dream Come True?](https://learn.g2.com/hubfs/people%20working%20on%20computers.jpg "Automating Your IT System with AIOps: Dream Come True?")](https://www.g2.com/articles/automating-it-system-with-aiops-platforms) [ ### Automating Your IT System with AIOps: Dream Come True? ](https://www.g2.com/articles/automating-it-system-with-aiops-platforms) 2021 is the time of growth in the software space. As more and more businesses are getting back to normal, many are struggling to manage their complex IT infrastructure with growing demand.  [ ![Tian Lin](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Tian Lin") TL ](https://learn.g2.com/author/tian-lin) by Tian Lin [![Site Reliability Engineers and the Software That Supports Them](https://learn.g2.com/hubfs/G2CM_BI118_Backlog_Images_%5BAI_powered_iot%5D_V1a.png "Site Reliability Engineers and the Software That Supports Them")](https://www.g2.com/articles/site-reliability-engineers-and-sre-software) [ ### Site Reliability Engineers and the Software That Supports Them ](https://www.g2.com/articles/site-reliability-engineers-and-sre-software) Digital transformation efforts have become more like digital transformation mandates in the tech world ever since the COVID-19 pandemic made working from home the new normal. This has meant a rapid change in the B2B software landscape (although when has that not been the case?) as vendors rise to meet buyer demand for collaborative, hybrid technologies.  [ ![Adam Crivello](/assets/transparent-ad5be28fbcd25b7b08d2cebe1d957125437fb5407d75ee717965ad22c8808791.gif "Adam Crivello") AC ](https://learn.g2.com/author/adam-crivello) by Adam Crivello Show More ## Application Performance Monitoring (APM) Tools Glossary Terms [![Time Series Database](https://learn.g2.com/hubfs/G2CM_GI665_Glossary_Article_Images_%5Btime_series_database%5D_V1a.png "Time Series Database")](https://www.g2.com/glossary/time-series-database-definition) [Time Series Database](https://www.g2.com/glossary/time-series-database-definition) Time series database stores and accesses data part of time series or a collection of time-stamped data points. Learn how it works and its benefits. by Sagar Joshi [![Network Monitoring](https://learn.g2.com/hubfs/G2CM_GI670_Glossary_Article_Images-%5Bnetwork_monitoring%5D_V1a.png "Network Monitoring")](https://www.g2.com/glossary/network-monitoring-definition) [Network Monitoring](https://www.g2.com/glossary/network-monitoring-definition) Network monitoring is the continuous tracking of network performance, traffic, and devices to detect issues, optimize uptime, and ensure security. by Kelly Fiorini [![Log Analysis](https://learn.g2.com/hubfs/G2CM_GI618_Glossary_Article_Images_%5Blog_analysis%5D_V1b.png "Log Analysis")](https://www.g2.com/glossary/log-analysis-definition) [Log Analysis](https://www.g2.com/glossary/log-analysis-definition) Log analysis comprises reviewing, analyzing, and comprehending computer-generated documents. Learn how to run a log analysis, its benefits, and techniques. by Sagar Joshi ## Application Performance Monitoring (APM) Tools Discussions 0 Question on: Sentry [What is Seer?](/discussions/what-is-seer) _I've seen Seer mentioned a few times while looking into Sentry but I'm not totally clear on what it is or what it does. Is it just an AI chatbot?_ Seer is Sentry's AI debugging agent, not a chatbot. It uses the data Sentry already collects (stack traces, logs, traces, profiles) to figure out why something broke, identify the root cause in your code, and suggest a fix or open a pull request. You control how far it goes: just root cause analysis, a solution plan, or a full PR. It also reviews your pull requests in GitHub before you merge, flagging potential bugs based on your error patterns. Seer works across all the languages and frameworks Sentry supports, and you can configure how much autonomy it gets per project. Check out Seer's full capabilities here: https://docs.sentry.io/product/ai-in-sentry/seer/ Answered: Anton Bjorkman on June 3, 2026 [Your answer](/discussions/what-is-seer/comments/new?remote=true) 0 Question on: Sentry [What does Sentry do other than error tracking?](/discussions/what-does-sentry-do-other-than-error-tracking) _We've been using Sentry for errors for a while and it works well for that. Curious how far it actually goes though, is performance monitoring, logs, and tracing genuinely useful in Sentry, or should we just use dedicated tools for that stuff?_ Sentry started with error tracking, but it covers a lot more now. Performance monitoring automatically detects issues like N+1 queries, slow database calls, and requests that should be batched. Distributed tracing follows a request across frontend, backend, and mobile app in a single waterfall view. Profiling shows what your code is doing in production at the function level. Session replay records video-like reproductions of user sessions on web and mobile, so you can see happened before, during, and after an error. Logs are structured, searchable, and automatically linked to traces. You also get cron monitoring, uptime monitoring, release health tracking, and Insights dashboards for queries, API requests, frontend assets. Seer, Sentry's AI debugging agent, uses all of that data to identify root causes and suggest fixes. The real advantage over dedicated tools is that everything is connected: an error links to a replay, which links to a trace, links to a profile and logs. You lose that correlation when your stack is split across separate tools. Check out our product walkthrough to get the latest info: https://docs.sentry.io/product/ Answered: Anton Bjorkman on June 3, 2026 [Your answer](/discussions/what-does-sentry-do-other-than-error-tracking/comments/new?remote=true) 0 Question on: Dynatrace [Not received reward for dynatrace review](/discussions/not-received-reward-for-dynatrace-review) My review approved but not received reward i didnt get reward for review Answered: Sandeep Mogarala on July 31, 2026 [Your answer](/discussions/not-received-reward-for-dynatrace-review/comments/new?remote=true) - [‹ Prev‹ Prev](/categories/application-performance-monitoring-apm/resources?discussions_page=4) - [1](/categories/application-performance-monitoring-apm/resources) - [2](/categories/application-performance-monitoring-apm/resources?discussions_page=2) - [3](/categories/application-performance-monitoring-apm/resources?discussions_page=3) - [4](/categories/application-performance-monitoring-apm/resources?discussions_page=4) - 5 - [6](/categories/application-performance-monitoring-apm/resources?discussions_page=6) - [7](/categories/application-performance-monitoring-apm/resources?discussions_page=7) - [8](/categories/application-performance-monitoring-apm/resources?discussions_page=8) - [9](/categories/application-performance-monitoring-apm/resources?discussions_page=9) - … - [57](/categories/application-performance-monitoring-apm/resources?discussions_page=57) - [58](/categories/application-performance-monitoring-apm/resources?discussions_page=58) - [Next ›Next ›](/categories/application-performance-monitoring-apm/resources?discussions_page=6) ## Application Performance Monitoring (APM) Tools Reports Mid-Market Grid® Report for Application Performance Monitoring (APM) Summer 2026 G2 Report: Grid® Report Grid® Report for Application Performance Monitoring (APM) Summer 2026 G2 Report: Grid® Report Enterprise Grid® Report for Application Performance Monitoring (APM) Summer 2026 G2 Report: Grid® Report Momentum Grid® Report for Application Performance Monitoring (APM) Summer 2026 G2 Report: Momentum Grid® Report Small-Business Grid® Report for Application Performance Monitoring (APM) Summer 2026 G2 Report: Grid® Report Enterprise Grid® Report for Application Performance Monitoring (APM) Spring 2026 G2 Report: Grid® Report Small-Business Grid® Report for Application Performance Monitoring (APM) Spring 2026 G2 Report: Grid® Report Mid-Market Grid® Report for Application Performance Monitoring (APM) Spring 2026 G2 Report: Grid® Report Grid® Report for Application Performance Monitoring (APM) Spring 2026 G2 Report: Grid® Report Momentum Grid® Report for Application Performance Monitoring (APM) Spring 2026 G2 Report: Momentum Grid® Report