Network and Data Center Monitoring Software in AI answers

Data as of Oct 21, 2026Based on 765 AI responsesReviewed by

How we measure

AI summary

holds a clear lead, frequently recommended for automated discovery and hybrid-cloud infrastructure visibility. For deep packet capture and low-latency troubleshooting, is the usual answer instead.

What’s changing · since July

Since July, rising has become one of the three most named platforms for general infrastructure monitoring. Over the same period, falling dropped out of recommendations for automated network discovery.

Most-mentioned brands

Rank and Mentioned in · since Jul 5

#Brand
1automated hybrid-cloud infrastructure discovery and machine learning-powered alerting
2cloud-native unified observability, synthetic testing, and containerized architectures
3multi-vendor physical, virtual, and storage infrastructure management
3causal AI root-cause analysis across enterprise application stacks
5customizable, open-source enterprise network monitoring without licensing fees
5traditional on-premises network topology mapping and storage reporting
5global internet path visualization and enterprise synthetic testing
8sensor-based monitoring across on-premise hardware and network traffic
8hybrid, multi-cloud, and SD-WAN network flow observability
10deep multi-vendor hardware visibility and enterprise flow diagnostics
10
10
13
13
13

Who leads each AI engine

ChatGPT SearchChatGPT Search
LogicMonitor
Google AI ModeGoogle AI Mode
=1LogicMonitorDatadog
Mentioned in on each engineChatGPT SearchChatGPT SearchGoogle AI ModeGoogle AI Mode

Widest split: ManageEngine ITOM, 20% on ChatGPT Search and 31% on Google AI Mode.

Mentioned in on each AI engine, by brand
BrandChatGPT SearchGoogle AI Mode
LogicMonitor55%50%
Datadog37%47%
ManageEngine ITOM20%31%
Dynatrace22%29%
SolarWinds25%16%
ThousandEyes20%17%
Zabbix16%23%
Kentik17%17%
PRTG Network Monitor16%17%
SolarWinds Network Performance Monitor15%14%

Latest insights

Weeks of Jul 27 – Sep 6, 2026 · Since Jul 5

  • Datadog Gap between platforms: The platform gap for Datadog in Network and Data Center Monitoring Software narrowed to 8.4 points, Google AI Mode ahead
  • Dynatrace Gap between platforms: Dynatrace's Mentioned in is higher on Google AI Mode than on ChatGPT Search in Network and Data Center Monitoring Software: 29.2% vs 22%
  • ManageEngine ITOM Gap between platforms: ManageEngine ITOM's Mentioned in is higher on Google AI Mode than on ChatGPT Search in Network and Data Center Monitoring Software: 31.3% vs 18.1%
  • Zabbix Gap between platforms: Zabbix's platform gap in Network and Data Center Monitoring Software narrowed: Google AI Mode 23%, ChatGPT Search 16%
  • SolarWinds Gap between platforms: SolarWinds's platform gap in Network and Data Center Monitoring Software narrowed: ChatGPT Search 27.8%, Google AI Mode 17.7%
and 7 more insightssee the ranking

Market map

Mentioned in · since Jul 5

Questions by topic7

    • What's the best software for monitoring and reporting on storage performance and capacity?
    • What are the best solutions for monitoring the performance and capacity of specific storage array hardware?

    • Which applications provide performance and capacity monitoring specifically for storage hardware platforms?

    • Which tool provides the best automated discovery and mapping of our entire IT network infrastructure?
    • What is the best solution for automating the discovery and mapping of our whole IT network?

    • What are the best software options for fully automated network infrastructure discovery and visualization?

    • Which network monitoring platforms best reduce alert noise with deduplication and root-cause correlation?
    • Which network monitoring solutions are most effective at handling alert fatigue through deduplication and root-cause analysis?

    • I need network monitoring software that excels at cutting down alert noise through root-cause correlation and deduplication features.

    • What's the best network monitoring system that provides detailed performance dashboards for a large enterprise?
    • Show me software options for data center network monitoring that feature visual performance dashboards.

    • I am looking for network monitoring platforms with synthetic testing, flow analysis, and global service dashboards. Which ones should I consider?

    • I'm looking for a network performance monitoring tool that can handle a complex, global enterprise network. What's the best NPMD (Network Performance Monitoring and Diagnostics) tool?
    • Which network performance monitoring vendors offer synthetic testing, flow analysis, and global service dashboards?
    • What are some good options for storage monitoring software designed for small-scale data center environments?
    • What storage monitoring solutions are suitable for a small-scale data center?

    • Which storage monitoring tools are recommended for smaller data center infrastructures?

    • Which network and data center monitoring platforms offer observability across hybrid environments while allowing for child-account multi-tenancy?

    • What are the top-rated monitoring platforms for managed service providers that feature role-based access, integrated billing, and multi-tenant dashboards?

    • Can you recommend data center and network monitoring platforms that handle hybrid infrastructure and allow for child-account multi-tenancy?

    • Which monitoring platforms are best for MSPs needing multi-tenant dashboards, billing, and role-based access?
    • Which monitoring tools are best for packet capture, jitter analysis, and low-latency data center environments?
    • Which monitoring platforms are recommended for low-latency data center environments that require packet capture and jitter analysis features?

    • I'm searching for tools that provide jitter analysis and packet capture for low-latency data center networks.

  • Which tools monitor network devices, storage arrays, and hypervisors in one data center dashboard?

  • What is the best infrastructure monitoring tool?

Sources AI cites99

56% of citations point at the ranked brands’ own sites. youtube.com, gartner.com, techradar.com are the most-cited sites outside the ranked brands’ own domains.