Monitoring & Observability · AI role: AI-Assisted

Name: Monitoring & Observability SaaS & AI Software Market Benchmark Dataset
Creator: EarlyLore

Traditional workflow product augmented with AI features

AI roleAI-Native Core59 AI-Assisted202 Traditional Software & Services414

378 products

Products and research metrics
Product	Tagline	Visits · Oct	MoM	Domain reg.	Revenue
SentryMCPOSSsentry.ioCode breaks, fix it faster	Code breaks, fix it faster	3M	Up2.0%	2012-04	$10MClaimed
New RelicOSSnewrelic.comObservability that thinks acts knows predicts protects	Observability that thinks acts knows predicts protects	1.5M	Up3.8%	2006-04	Undisclosed
Grafana 7.0OSSgrafana.comAI for observability. Observability for AI. One platform for both.	AI for observability. Observability for AI. One platform for both.	1.1M	Down8.3%	2014-05	≥$600M/yrClaimed
Site24x7site24x7.comAI-powered monitoring for modern IT	AI-powered monitoring for modern IT	864.5K	Down2.3%	2006-04	Undisclosed
ZabbixMCPOSSzabbix.comZabbix；0 LTS - Where monitoring meets observability	Zabbix；0 LTS - Where monitoring meets observability	550.8K	Down3.2%	—	Undisclosed
OneUptimeMCPOSSoneuptime.comAI-native observability.	AI-native observability.	530.6K	Down17.7%	2021-11	Undisclosed
HoneycombMCPhoneycomb.ioObservability built for the AI era	Observability built for the AI era	227.1K	Down13.3%	2013-01	Undisclosed
AxiomMCPaxiom.coThe modern machine data platform.	The modern machine data platform.	227K	Down17.1%	2010-07	Undisclosed
Sumo LogicMCPsumologic.comAgents you can trust start with AI-ready data	Agents you can trust start with AI-ready data	191.5K	Down12.6%	—	Undisclosed
PulseticMCPpulsetic.comUptime monitoring and alerts. The call is yours.	Uptime monitoring and alerts. The call is yours.	186.2K	Down15.1%	2021-04	Undisclosed
RollbarMCPOSSrollbar.comEvery production error, found and fixed.	Every production error, found and fixed.	157.8K	Down2.8%	2004-08	Undisclosed
SigNozMCPOSSsignoz.ioObservability for your team and AI agents. Powered by open standards.	Observability for your team and AI agents. Powered by open standards.	154.5K	Up1.4%	2019-07	Undisclosed
Host TrackerMCPhost-tracker.comWebsite and uptime monitoring that calls you.	Website and uptime monitoring that calls you.	137.2K	Down11.8%	2004-05	Undisclosed
ChecklyMCPchecklyhq.comThe active reliability layer for developers & agents.	The active reliability layer for developers & agents.	133K	Down3.1%	2017-02	Undisclosed
OpenStatusMCPOSSopenstatus.devRun status pages and incident response from Slack or your AI agent.	Run status pages and incident response from Slack or your AI agent.	120K	Down16.7%	2023-06	Undisclosed
OpenObserveMCPOSSopenobserve.aiOpen-Source, Unified Observability for the AI Era	Open-Source, Unified Observability for the AI Era	118.6K	Down14.0%	2023-05	Undisclosed
CronitorMCPcronitor.ioMonitoring made for developers	Monitoring made for developers	111.1K	Up30.9%	2014-03	$6,000Claimed
groundcovergroundcover.comMonitor everything you run in the cloud, without compromising on data, control, or cost.	Monitor everything you run in the cloud, without compromising on data, control, or cost.	109.6K	Up0.8%	1999-01	Undisclosed
SematextOSSsematext.comDetect, Monitor, and Govern AI Agents on your Infrastructure	Detect, Monitor, and Govern AI Agents on your Infrastructure	99.9K	Down2.8%	2007-05	Undisclosed
NodeSourceMCPnodesource.comNode.js DevTools for your editor and AI agents.	Node.js DevTools for your editor and AI agents.	95.3K	Up1.7%	2014-03	Undisclosed
SenzorMCPsenzor.devUnified Visibility. Uncompromised Control.	Unified Visibility. Uncompromised Control.	93.8K	Down92.3%	—	Undisclosed
elmah.ioMCPelmah.io.NET error logging and uptime monitoring for you and your AI tools	.NET error logging and uptime monitoring for you and your AI tools	90.6K	Down21.7%	2013-06	Undisclosed
SpeedVitalsspeedvitals.comWebsite Speed Test & Optimize Page Speed	Website Speed Test & Optimize Page Speed	82.7K	Down19.0%	2021-02	Undisclosed
Grafanagrafana.orgAI for observability. Observability for AI. One platform for both.	AI for observability. Observability for AI. One platform for both.	72.1K	Down22.0%	2014-01	Undisclosed
UptraceOSSuptrace.devProcess billions of spans at a fraction of the cost of Datadog.	Process billions of spans at a fraction of the cost of Datadog.	70.6K	Down10.2%	2020-05	Undisclosed
Bugnetbugnet.ioError tracking built for games.	Error tracking built for games.	65.8K	Down6.2%	2026-03	Undisclosed
AppSignalMCPappsignal.comAppSignal — error tracking and performance monitoring that just works.	AppSignal — error tracking and performance monitoring that just works.	62.6K	Down27.8%	2012-09	Undisclosed
Oh Dearohdear.appStop hearing about downtime from your clients.	Stop hearing about downtime from your clients.	54.3K	Down8.2%	2018-05	Undisclosed
FlareMCPflareapp.ioCatch errors. Fix slowdowns.	Catch errors. Fix slowdowns.	51.6K	Down30.8%	2019-08	Undisclosed
LibreQoSOSSlibreqos.comLess congestion. More retention.	Less congestion. More retention.	50.7K	Down51.2%	2024-10	Undisclosed
realtimeSpeedrealtimespeed.com24/7 Network Monitoring	24/7 Network Monitoring	49.1K	Up45.2%	2025-12	Undisclosed
FlashcatOSSflashcat.cloud智能全栈观测平台	智能全栈观测平台	46.4K	Down14.4%	2021-09	Undisclosed
HyperpingMCPhyperping.comShow uptime. Catch downtime.	Show uptime. Catch downtime.	43.9K	Up10.9%	2000-11	$24.3K/30d
KeymetricsMCPOSSkeymetrics.ioDiscover the Products We Built that Made our Customers Successful with the Node.js Technology.	Discover the Products We Built that Made our Customers Successful with the Node.js Technology.	41.1K	Down50.6%	2014-07	Undisclosed
SquaredUpMCPsquaredup.comOne view across everything that matters.	One view across everything that matters.	39.6K	Up104%	2005-09	Undisclosed
NetBeeznetbeez.netSee Your Network the Way Your Users Do	See Your Network the Way Your Users Do	37K	Down7.9%	—	Undisclosed
Middlewaremiddleware.ioFull-stack Observability With AI SRE Agent	Full-stack Observability With AI SRE Agent	36K	Down12.3%	—	Undisclosed
PagerlyMCPpagerly.ioOncalls, rotations and incidents on Slack, with ease.	Oncalls, rotations and incidents on Slack, with ease.	32.1K	Down15.2%	—	Undisclosed
AtatusMCPatatus.comAI Observability Platform APM, Logs, RUM, Infra, SIEM, Cloud Find the root cause before your users notice.	AI Observability Platform APM, Logs, RUM, Infra, SIEM, Cloud Find the root cause before your users notice.	31.6K	Down32.5%	2013-11	Undisclosed
Shake SDKMCPshakebugs.comGet unreal data to fix real issues in your app & web	Get unreal data to fix real issues in your app & web	28.4K	Up8.1%	—	Undisclosed
Scout APMMCPscoutapm.comErrors - Logs - Traces Less config. Fewer dashboards. Faster clarity.	Errors - Logs - Traces Less config. Fewer dashboards. Faster clarity.	25K	Down12.6%	2018-10	Undisclosed
pganalyzeMCPOSSpganalyze.comPostgres performance at any scale	Postgres performance at any scale	24.6K	Down36.9%	—	Undisclosed
DNS SpyMCPdnsspy.ioDNS Monitoring and Domain Security for Every Domain You Own	DNS Monitoring and Domain Security for Every Domain You Own	22.7K	Down17.4%	2016-11	Undisclosed
HiCellTekhicelltek.comL'infrastructure de preuve terrain pour les réseaux mobiles.	L'infrastructure de preuve terrain pour les réseaux mobiles.	21.4K	Down20.6%	2019-08	Undisclosed
exit1devMCPOSSexit1.devUptime monitoring, 15 seconds at a time.	Uptime monitoring, 15 seconds at a time.	19.6K	Down22.6%	2025-06	$0
Obkioobkio.comThe simplest and most accessible network monitoring & diagnostics solution	The simplest and most accessible network monitoring & diagnostics solution	19.2K	Down5.3%	—	Undisclosed
EmbraceMCPembrace.ioYour users notice.	Your users notice.	18.4K	Down29.2%	—	Undisclosed
Lumigolumigo.ioIntelligent AI-Powered Observability	Intelligent AI-Powered Observability	18.1K	Down17.4%	—	Undisclosed
InspectorMCPinspector.devGive your coding agent eyes on production	Give your coding agent eyes on production	17.7K	Down27.5%	2019-05	$10KClaimed
CalibreMCPcalibreapp.comStop finding out your website is slow from customers	Stop finding out your website is slow from customers	17.2K	Down17.3%	2013-10	Undisclosed

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