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Data Quadrant Awards 2024

AIOps


SoftwareReviews names Dynatrace, BigPanda, AppDynamics, New Relic, and Splunk IT Service Intelligence as AIOps Data Quadrant Award Winners.


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AIOps

Data Quadrant

Data Quadrants are proudly founded in 100% user review data and are free of traditional "magical" components such as market presence and analyst opinion, which are opaque in nature and may be influenced by vendor pressure, financial or otherwise.

The SoftwareReviews Data Quadrant evaluates and ranks products based on feedback from IT and business professionals. The placement of a software in the Data Quadrant indicates its relative ranking as well as its categorization.

Read The In-Depth Report

A thorough evaluation and ranking of all software in an individual category to compare software across every dimension.

  • user satisfaction rankings
  • |
  • vendor capability comparisons
  • |
  • business value scores
  • |
  • individual feature evaluations
  • |
  • emotional connection to products
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30+ pages

AIOps Data Quadrant

Note Software product placement is based on the scores provided by users, recency of the reviews, and review volume. Axes are dynamically adjusted based on the minimum and maximum values in the data set.

Evaluate the Complete

Software Experience

When distilled down, the software experience is shaped by both the experience with the software and the relationship with the vendor. Evaluating enterprise software along these two dimensions provides a comprehensive understanding of the product and helps identify vendors that can deliver on both.

Product Features and Satisfaction

The satisfaction is captured in the overall satisfaction score, which is driven by the likelihood of users to recommend the software, combined with user satisfaction across top product features.

Vendor Experience and Capabilities

The vendor relationship is calculated in a weighted average of the satisfaction scores tied to vendor capabilities (e.g. software implementation, training, customer support, product roadmap) as well as emotional response ratings toward the vendor (e.g. trustworthy, respectful, fair).

Gold Medalists


Dynatrace

Dynatrace

The Dynatrace software intelligence platform monitors web scale application environments down to each individual transaction—with no gaps or blind spots—including front end, application performance, infrastructure, containers, and cloud.

8.4

Composite
Score

Composite
Score

+98

Emotional
Footprint

Emotional
Footprint

90%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
32Reviews

BigPanda

BigPanda

Today, IT Ops, NOC, DevOps and SRE teams struggle with manual and reactive incident response capabilities that are badly suited for the scale, complexity and velocity of modern IT environments, resulting in painful outages, unhappy customers, growing IT headcount and the inability to focus on innovation. BigPanda helps businesses prevent and resolve IT outages with their platform for Event Correlation and Automation, powered by AIOps, improving service availability, reducing costs, and giving their teams time back for digital transformation.

8.0

Composite
Score

Composite
Score

+85

Emotional
Footprint

Emotional
Footprint

85%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
25Reviews

Cisco Systems

AppDynamics

AppDynamics APM automatically discovers, maps, and visualizes your critical customer journeys through each application service and infrastructure dependency. Teams have a single source of truth to focus on end-to-end performance in the context of the customer experience, instead of monitoring individual services.

7.9

Composite
Score

Composite
Score

+91

Emotional
Footprint

Emotional
Footprint

86%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
29Reviews

New Relic, Inc.

New Relic

New Relic’s SaaS-based Application Performance Monitoring helps you build, deploy, and maintain great web software.

7.8

Composite
Score

Composite
Score

+87

Emotional
Footprint

Emotional
Footprint

87%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
28Reviews

Splunk

Splunk IT Service Intelligence

Splunk ITSI is a powerful tool for infrastructure monitoring, event management and mature AIOps platforms.

7.8

Composite
Score

Composite
Score

+92

Emotional
Footprint

Emotional
Footprint

86%

Likeliness to
Recommend

Likeliness
to Recommend

Badge Winner
34Reviews

Vendor Capability Awards


Availability and Quality of Training

Dynatrace

Badge Winner

Breadth of Features

Dynatrace

Badge Winner

Business Value Created

Dynatrace

Badge Winner

Ease of Customization

New Relic

Badge Winner

Ease of Data Integration

AppDynamics

Badge Winner

Ease of IT Administration

ServiceNow IT Operations Management

Badge Winner

Ease of Implementation

Dynatrace

Badge Winner

Product Strategy and Rate of Improvement

ServiceNow IT Operations Management

Badge Winner

Quality of Features

Dynatrace

Badge Winner

Usability and Intuitiveness

Datadog

Badge Winner

Vendor Support

ServiceNow IT Operations Management

Badge Winner

Vendor Capability Awards


Availability and Quality of Training

Dynatrace


Breadth of Features

Dynatrace


Business Value Created

Dynatrace


Ease of Customization

New Relic


Ease of Data Integration

AppDynamics


Ease of IT Administration

ServiceNow IT Operations Management


Ease of Implementation

Dynatrace


Product Strategy and Rate of Improvement

ServiceNow IT Operations Management


Quality of Features

Dynatrace


Usability and Intuitiveness

Datadog


Vendor Support

ServiceNow IT Operations Management


Other Evaluated Vendors


ServiceNow

ServiceNow IT Operations Management

Move IT operations from a reactive team to one that works intelligently for the business. Gain visibility across infrastructure and apps, maintain service health, and optimize cloud delivery and spend. Deliver high-performance business services with visibility and AIOps.

7.6

Composite
Score

Composite
Score

+89

Emotional
Footprint

Emotional
Footprint

84%

Likeliness to
Recommend

Likeliness
to Recommend

16Reviews

Elastic

Elastic Observability

Elastic Cloud is the best way to consume all of Elastic's products across any cloud. Easily deploy in your favorite public cloud, or in multiple clouds, and extend the value of Elastic with cloud-native features. Accelerate results that matter, securely and at scale.

7.5

Composite
Score

Composite
Score

+92

Emotional
Footprint

Emotional
Footprint

88%

Likeliness to
Recommend

Likeliness
to Recommend

12Reviews

Datadog

Datadog

Datadog is a monitoring service for hybrid cloud applications, assisting organizations in improving agility, increasing efficiency, and providing end-to-end visibility across the application and organization.

7.4

Composite
Score

Composite
Score

+88

Emotional
Footprint

Emotional
Footprint

85%

Likeliness to
Recommend

Likeliness
to Recommend

20Reviews

BMC Software

BMC TrueSight Operations Management

TrueSight Operations Management is a turnkey solution that provides a comprehensive view of how key services are performing, so IT knows immediately if customer experiences may be impacted. TrueSight Operations Management helps IT teams merge operational silos and streamline efforts across technology domains, shifting focus from managing individual service components to delivering exceptional customer experience.

7.1

Composite
Score

Composite
Score

+85

Emotional
Footprint

Emotional
Footprint

85%

Likeliness to
Recommend

Likeliness
to Recommend

24Reviews

Moogsoft

Moogsoft

Moogsoft AIOps is a purpose-built software platform optimized to deliver continuous service assurance through its role as a real-time operational System of Engagement for your entire organization. It adds the critical layer of intelligence and integration between performance monitoring and IT Service Management (ITSM) systems to reduce Operational actions by up to 99% of events.

6.7

Composite
Score

Composite
Score

+70

Emotional
Footprint

Emotional
Footprint

82%

Likeliness to
Recommend

Likeliness
to Recommend

14Reviews

For the full list of vendors in this space, click here.

About Gold Medal Awards and Software Reports

SoftwareReviews Gold Medal Awards recognize outstanding vendors in the technology marketplace as evaluated by their users. Gold Medals are the capstone of an in-depth software evaluation report, and awarded using a proprietary, transparent methodology based on a composite satisfaction score that averages four different areas of evaluation: Net Emotional Footprint, Vendor Capabilities, Product Features, and Likeliness to Recommend. The Net Emotional Footprint Score measures user emotional response ratings of the vendor (e.g. trustworthy, respectful, fair).

Software Reports present comprehensive evaluations of software vendors on the above elements. Software buyers can use this data to make more informed, data-driven software purchasing and renewal decisions.

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