IT Operations Analytics Software

IT Operations Analytics Software Overview

IT operations analytics software analyzes large volumes of data produced by performance monitoring tools used to monitor the health of IT systems. IT operations analytics software uses complex algorithms to extract useful information from this data. IT operations analytics is an application of “big data” to the IT realm.

Top Rated IT Operations Analytics Products

TrustRadius Top Rated for 2022

These products won a Top Rated award for having excellent customer satisfaction ratings. The list is based purely on reviews; there is no paid placement, and analyst opinions do not influence the rankings. Read more about the Top Rated criteria.

IT Operations Analytics Software TrustMap

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IT Operations Analytics Products

(1-25 of 37) Sorted by Most Reviews

The list of products below is based purely on reviews (sorted from most to least). There is no paid placement and analyst opinions do not influence their rankings. Here is our Promise to Buyers to ensure information on our site is reliable, useful, and worthy of your trust.

ScienceLogic SL1

ScienceLogic is a system and application monitoring and performance management platform. ScienceLogic collects and aggregates data across and IT ecosystems and contextualizes it for actionable insights with the SL1 product offering.

Splunk Enterprise

Splunk is software for searching, monitoring, and analyzing machine-generated big data, via a web-style interface. It captures, indexes and correlates real-time data in a searchable repository from which it can generate graphs, reports, alerts, dashboards and visualizations.

Key Features

  • Custom dashboards and workspaces (101)
  • Event and log normalization/management (99)
  • Centralized event and log data collection (51)

Pentaho is a suite of open source business intelligence and analytics products, now offered and supported by Hitachi Data Systems since the June 2015 acquisition.

Key Features

  • Multi-User Support (named login) (21)
  • Formatting capabilities (20)
  • Publish to PDF (20)
Splunk IT Service Intelligence (ITSI)

Splunk supports IT operations analytics with the Splunk IT Service Intelligence premium offering, a software application available to subscribers to Splunk Cloud or Splunk Enterprise log analytics and SIEM platforms.

Splunk Cloud

A data platform service thats help users search, analyze, visualize and act on data. The service can go live in as little as two days, and with an IT backend managed by Splunk experts, users can focus on acting on data. Search any kind of data in real-time to detect and prevent issues…

Key Features

  • Event and log normalization/management (21)
  • Custom dashboards and workspaces (21)
  • Centralized event and log data collection (12)
ExtraHop Performance Platform

ExtraHop in Seattle, Washington offers an IT operations analytics platform via the ExtraHop Performance Platform, providing a dynamic, real-time view of all transactions in the IT environment, every team from NetOps to SecOps can spot and solve problems fast.


LogPoint detects, analyzes and responds to threats within an organization’s data for faster security investigations. LogPoint is dedicated to helping overloaded security analysts work more efficiently with accelerated detection and response. LogPoint's SIEM solution with UEBA provides…

Key Features

  • Event and log normalization/management (5)
  • Centralized event and log data collection (5)
  • Deployment flexibility (5)
IntelliMagic Vision for SAN

IntelliMagic Vision is multi-vendor SAN performance, capacity, and configuration analytics solution that uses domain specific artificial intelligence as well as statistical analysis to accurately assess the health of your VMware, Fabric and Storage infrastructure in order to proactively…


Liongard is an IT automation and analytics platform for MSPs, designed to unlock the intelligence hidden deep within IT systems to give MSPs an operational advantage that delivers both higher profits and an exceptional customer experience, providing automatic documentation of customers'…

ServiceNow IT Operations Management

Built on the Now Platform, the ServiceNow IT Operations Management bundle is designed to help users gain visibility across infrastructure and apps, maintain service health, and optimize cloud delivery and spend.


OpsRamp headquartered in San Jose provides out-of-the-box IT infrastructure monitoring templates that capture behavioral and performance metrics for applications, servers, networks, storage, and database instances across hybrid and multi-cloud environments, as well as artificial…

Barracuda ECHOplatform for MSPs

The Barracuda ECHOplatform (formerly from Intronis) is an interface designed to simplify a data protection strategy by putting everything MSPs need to protect their SMBs in one place, and offering it all for a flat fixed rate. Barracuda acquired Intronis in 2015.

TrueSight Capacity Optimization

BMC's TrueSight Capacity Optimization is an infrastructure capacity planning option.

Oracle Management Cloud

The Oracle Management Cloud is a PaaS combining a suite of IT infrastructure and application performance monitoring solutions. On the standard edition the Oracle Management Cloud includes Oracle Application Performance Monitoring and Infrastructure Monitoring. On the Enterprise…

IBM Cloud Pak® for Watson AIOps

IBM Cloud Pak for Watson AIOps is a solution that aims to help users innovate faster, reduce operational cost and transform IT operations (ITOps) across a changing landscape with an AIOps solution that delivers visibility into performance data and dependencies across environments.…


Squadcast is an end-to-end incident response platform that helps tech teams adopt SRE best practices to maximize service reliability, accelerate innovation velocity and deliver outstanding customer experiences.

SolarWinds Log Analyzer (LA)

SolarWinds Log Analyzer is log management and analysis tool, designed to fully integrate with the Orion Platform. With real-time log collection, analysis, and visualization, it enables visibility into the performance and availability of the monitored IT infrastructure. According…


BigPanda is designed to enable enterprise IT to intelligently automate and scale service operations to meet the complex demands of the modern datacenter. The vendor says their algorithmic service operations platform turns IT noise from fragmented clouds, teams, applications and monitoring…


CSS Corp in Milpitas, California offers Contelli, a platform for analyzing and automation IT processes providing real-time analytics and boasting algorithmic operations and "predictive resolutions" arising therefrom.

Oracle Log Analytics

The Oracle Log Analytics Cloud Service is a software-as-a-service solution that monitors, aggregates, indexes, and analyzes all log data from applications and infrastructure (running on-premises or in the cloud).


iOPEX technologies headquartered in San Jose offers Opmon, an IT operational analytics for monitoring and managing IT in real-time, understanding the availability and usage patterns of IT resources, and profitability.

Devo Data Analytics Platform

The Devo Data Operations Platform, from Devo headquartered in Cambridge, provides big data analytics capabilities to machine data and security operations.

Marlabs OneConsole

Marlabs headquartered in New Jersey offers OneConsole, a comprehensive IT operations analytics platform providing insight into IT asset usage and provisioning, features of network security, and help desk analytics.

Interlink Software - AIOps Platform

Who Uses Interlink Software?Large digital, hybrid cloud enterprises, across markets including: utilities, banking, insurance, Fintech, online retail, healthcare, managed service providers, government.What Is Interlink Software?A single AIOps platform to transform IT operations.Deliver…

Learn More About IT Operations Analytics Software

What is IT Operations Analytics Software?

IT operations analytics software analyzes large volumes of data produced by performance monitoring tools used to monitor the health of IT systems. IT operations analytics software uses complex algorithms to extract useful information from this data. IT operations analytics is an application of “big data” to the IT realm.

IT Operations Analytics Features & Capabilities

  • Minimizing outages

  • Root cause analysis

  • Service prioritization

  • Predictive capacity management

Modern IT infrastructures are typically very complex with combined physical, virtual and cloud components. On top of that, most modern IT organizations are using DevOps or Agile approaches to enable continuous development which adds another layer of complexity.

The mass of data that management and monitoring tools produce can be very difficult to stay on top of and understand. Sophisticated analysis of these massive quantities of IT operational data allows the IT organization to become much more proactive. IT Operations Analytics has evolved from uncovering issues an hour or two before they affect operations, to providing predictive capabilities well into the future.

These tools operate in two key areas: Performance analytics, and capacity management. Performance analytics is concerned with things like understanding how service levels impact users, prioritizing services by business value, service impact analysis and root cause analysis. Capacity management is about anticipating future needs for servers, storage pools etc. in the future.

Pricing Information

Many of these products offer a free trial, and some have a free version. Pricing structures differ from product to products, however, enterprise-level products typically start at $250 / month.

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Frequently Asked Questions

What businesses benefit most from IT Operations Analytics?

The more complex you application infrastructure is, and the more data you have to analyze, the more essential an IT operations analytics tool is. For businesses with lots of data and applications, valuable insights may be left on the table without a tool to help surface them.

If I have an IT operations analytics tool, do I need an APM or IT monitoring tool?

Many APM and IT monitoring tools offer some form of analytics that can make an IT operations analytics tool seem redundant, but dedicated IT operations tools tend to offer additional specialized features for digging up useful insights. Even if you have an APM or IT monitoring tool, an operations analytics tool is still valuable.

Are there free or open source IT operations analytics tools?

There are free analytics tools available, but they rarely offer the same out of the box integrations included in dedicated IT operations analytics tools. For businesses with less complex data, or a lower volume of data, a free tool may suffice.