Cybersecurity

Published segment leaderboard

Cybersecurity: Is it worth it in the Machine Relations Index

This leaderboard uses only the Cybersecurity / Is it worth it segment denominator: 278 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs278

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains323

Only released domains with evidence in this exact segment.

Leaderboard

Segment-specific cited sources

Rates, runs and rank are the producer's segment-specific values. Overall domain rates and engine breadth are not used as category rates.

RankSourceSource roleCitation rateCited runsObserved runsRun dates
#1 of 323Paloaltonetworks.compaloaltonetworks.comVendor-owned source22.66%6327812
#2 of 323Cyware.comcyware.comOther observed source18.71%5227812
#3 of 323Microsoft.commicrosoft.comVendor-owned source14.39%4027812
#4 of 323Swimlane.comswimlane.comOther observed source12.23%3427812
#5 of 323TechTargettechtarget.comEditorial publication12.23%3427812
#6 of 323Upguard.comupguard.comVendor-owned source11.87%3327812
#7 of 323Sentinelone.comsentinelone.comVendor-owned source11.51%3227812
#8 of 323Redditreddit.comCommunity and social platform10.07%2827812
#9 of 323Ibm.comibm.comVendor-owned source9.35%2627812
#10 of 323Breachsense.combreachsense.comOther observed source8.99%2527812
#11 of 323Bitsight.combitsight.comOther observed source7.91%2227812
#12 of 323Rapid7.comrapid7.comVendor-owned source7.55%2127812
#13 of 323Cyberproof.comcyberproof.comOther observed source7.19%2027812
#14 of 323Intruder.iointruder.ioOther observed source7.19%2027812
#15 of 323Ionix.ioionix.ioOther observed source7.19%2027812
#16 of 323Wiz.iowiz.ioVendor-owned source7.19%2027812
#17 of 323Crowdstrike.comcrowdstrike.comVendor-owned source6.83%1927812
#18 of 323Praetorian.compraetorian.comOther observed source6.83%1927812
#19 of 323Stellarcyber.aistellarcyber.aiVendor-owned source6.47%1827812
#20 of 323Cycognito.comcycognito.comOther observed source5.76%1627812
#21 of 323Splunk.comsplunk.comVendor-owned source5.76%1627812
#22 of 323Censys.comcensys.comOther observed source5.40%1527812
#23 of 323Ciopages.comciopages.comOther observed source5.40%1527812
#24 of 323Synack.comsynack.comOther observed source5.40%1527812
#25 of 323Atlassystems.comatlassystems.comOther observed source5.04%1427812
#26 of 323D3security.comd3security.comOther observed source5.04%1427812
#27 of 323Group-ib.comgroup-ib.comOther observed source5.04%1427812
#28 of 323Huntress.comhuntress.comVendor-owned source5.04%1427812
#29 of 323Connectwise.comconnectwise.comOther observed source4.68%1327812
#30 of 323Nhimg.orgnhimg.orgOther observed source4.68%1327812
#31 of 323Torq.iotorq.ioOther observed source4.68%1327812
#32 of 323Vectra.aivectra.aiVendor-owned source4.68%1327812
#33 of 323Cmu.educmu.eduAcademic and government source4.32%1227812
#34 of 323Cyber Security Newscybersecuritynews.comEditorial publication4.32%1227812
#35 of 323YouTubeyoutube.comSearch or media platform4.32%1227812
#36 of 323Firemon.comfiremon.comOther observed source3.96%1127812
#37 of 323Ncsc.gov.ukncsc.gov.ukOther observed source3.96%1127812
#38 of 323Panorays.companorays.comOther observed source3.96%1127812
#39 of 323Checkpoint.comcheckpoint.comVendor-owned source3.60%1027812
#40 of 323Mediummedium.comCommunity and social platform3.60%1027812
#41 of 323Outpost24outpost24.comMarket and company database3.60%1027812
#42 of 323Slcyber.ioslcyber.ioVendor-owned source3.60%1027812
#43 of 323Externalsight.comexternalsight.comOther observed source3.24%927812
#44 of 323Fidelissecurity.comfidelissecurity.comOther observed source3.24%927812
#45 of 323Gartner.comgartner.comAnalyst and consulting research3.24%927812
#46 of 323Heimdalsecurity.comheimdalsecurity.comVendor-owned source3.24%927812
#47 of 323Ituonline.comituonline.comOther observed source3.24%927812
#48 of 323Tenable.comtenable.comOther observed source3.24%927812
#49 of 323The Hacker Newsthehackernews.comEditorial publication3.24%927812
#50 of 323Bluevoyant.combluevoyant.comOther observed source2.88%827812
#51 of 323Bugcrowd.combugcrowd.comVendor-owned source2.88%827812
#52 of 323Cloudsek.comcloudsek.comOther observed source2.88%827812
#53 of 323Cybernx.comcybernx.comOther observed source2.88%827812
#54 of 323Guideflow.comguideflow.comOther observed source2.88%827812
#55 of 323Securityscorecard.comsecurityscorecard.comOther observed source2.88%827812
#56 of 323Simplico.netsimplico.netOther observed source2.88%827812
#57 of 323Attaxion.comattaxion.comOther observed source2.52%727812
#58 of 323Consilien.comconsilien.comOther observed source2.52%727812
#59 of 323CSO Onlinecsoonline.comMarket and company database2.52%727812
#60 of 323Cybelangel.comcybelangel.comOther observed source2.52%727812
#61 of 323Cyble.comcyble.comOther observed source2.52%727812
#62 of 323Exabeam.comexabeam.comOther observed source2.52%727812
#63 of 323Guardian360.euguardian360.euOther observed source2.52%727812
#64 of 323Safe.securitysafe.securityOther observed source2.52%727812
#65 of 323Signisys.comsignisys.comOther observed source2.52%727812
#66 of 323Cyrebro.iocyrebro.ioOther observed source2.16%627812
#67 of 323Evolvesecurity.comevolvesecurity.comOther observed source2.16%627812
#68 of 323Expert Insightsexpertinsights.comEditorial publication2.16%627812
#69 of 323Fortinet.comfortinet.comVendor-owned source2.16%627812
#70 of 323LinkedInlinkedin.comCommunity and social platform2.16%627812
#71 of 323Sumologic.comsumologic.comVendor-owned source2.16%627812
#72 of 323TechRadartechradar.comEditorial publication2.16%627812
#73 of 323Trendmicro.comtrendmicro.comVendor-owned source2.16%627812
#74 of 323Coderio.comcoderio.comOther observed source1.80%527812
#75 of 323Darkowl.comdarkowl.comVendor-owned source1.80%527812
#76 of 323Decryption Digestdecryptiondigest.comOther observed source1.80%527812
#77 of 323Deepwatch.comdeepwatch.comVendor-owned source1.80%527812
#78 of 323Hadrian.iohadrian.ioOther observed source1.80%527812
#79 of 323Legba.applegba.appOther observed source1.80%527812
#80 of 323Mycroft.iomycroft.ioOther observed source1.80%527812
#81 of 323Netspi.comnetspi.comOther observed source1.80%527812
#82 of 323Netwitness.comnetwitness.comOther observed source1.80%527812
#83 of 323Panther.companther.comOther observed source1.80%527812
#84 of 323Precisionsec.comprecisionsec.comOther observed source1.80%527812
#85 of 323Recordedfuture.comrecordedfuture.comOther observed source1.80%527812
#86 of 323Security Boulevardsecurityboulevard.comEditorial publication1.80%527812
#87 of 323Virsec.comvirsec.comVendor-owned source1.80%527812
#88 of 323Vmray.comvmray.comOther observed source1.80%527812
#89 of 323Analyst1.comanalyst1.comOther observed source1.44%427812
#90 of 323Anomali.comanomali.comOther observed source1.44%427812
#91 of 323Bitdefender.combitdefender.comOther observed source1.44%427812
#92 of 323Complytec.comcomplytec.comOther observed source1.44%427812
#93 of 323Cotelligent.comcotelligent.comOther observed source1.44%427812
#94 of 323Cybersecfeed.comcybersecfeed.comOther observed source1.44%427812
#95 of 323Filigran.iofiligran.ioOther observed source1.44%427812
#96 of 323Fortifydata.comfortifydata.comOther observed source1.44%427812
#97 of 323Intrusion.comintrusion.comOther observed source1.44%427812
#98 of 323Lumen.comlumen.comOther observed source1.44%427812
#99 of 323Phoenixcyber.comphoenixcyber.comAcademic and government source1.44%427812
#100 of 323Rubrik.comrubrik.comOther observed source1.44%427812

Showing the first 100 rows from 323 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Cybersecurity / Is it worth it: 323 observed source domains in the leaderboard, measured on 278 observed runs across 12 distinct run dates, 2026-05-10 to 2026-11-02. Release mri_score_v2.1+2026-11-02+f9aaeca0db15. https://machinerelations.ai/index/categories/cybersecurity/is_x_worth. CC BY 4.0.
APA
Parrott, J. (2026). Cybersecurity / Is it worth it in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/cybersecurity/is_x_worth https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mricybersecurityisxworth,
  author = {Parrott, Jaxon},
  title = {Cybersecurity / Is it worth it in the Machine Relations Index},
  year = {2026},
  version = {mri\_score\_v2.1+2026-11-02+f9aaeca0db15},
  publisher = {Machine Relations Research},
  url = {https://machinerelations.ai/index/categories/cybersecurity/is_x_worth},
  doi = {10.5281/zenodo.23652423},
  license = {CC-BY-4.0},
  note = {Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai}
}

CITATION.cff

Release and boundary

What this segment measures

Published November 2, 2026. The observation window runs May 10, 2026 to November 2, 2026. Methodology v2.1.

MRI measures observed root-domain citations inside monitored prompts. Segment rates are conditional on this sample and do not claim recommendation quality, traffic, placement availability, or commercial performance.

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