Evidence floor met in this release.
Deep Tech & HardwareStatePublished Observed runs106 Run dates7 Observed domains279
Published segment leaderboard
Deep Tech & Hardware: Top lists in the Machine Relations Index
This leaderboard uses only the Deep Tech & Hardware / Top lists segment denominator: 106 observed answer runs across 7 dates.
Segment-specific denominator. Not the overall domain denominator.
Release floor: 7 dates.
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.
| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---|---|---|---|---|
| #1 of 279 | Unmannedsystemstechnology.comunmannedsystemstechnology.com | Other observed source | 28.30% | 30 | 106 | 7 | Unavailable |
| #2 of 279 | Guidenav.comguidenav.com | Other observed source | 19.81% | 21 | 106 | 7 | Unavailable |
| #3 of 279 | Redditreddit.com | Community and social platform | 15.09% | 16 | 106 | 7 | Unavailable |
| #4 of 279 | NIHnih.gov | Academic and government source | 14.15% | 15 | 106 | 7 | Unavailable |
| #5 of 279 | Mdpi.commdpi.com | Other observed source | 13.21% | 14 | 106 | 7 | Unavailable |
| #6 of 279 | YouTubeyoutube.com | Search or media platform | 13.21% | 14 | 106 | 7 | Unavailable |
| #7 of 279 | Inertiallabs.cominertiallabs.com | Other observed source | 12.26% | 13 | 106 | 7 | Unavailable |
| #8 of 279 | Moneyprouav.commoneyprouav.com | Other observed source | 12.26% | 13 | 106 | 7 | Unavailable |
| #9 of 279 | Sciencedirect.comsciencedirect.com | Academic and government source | 11.32% | 12 | 106 | 7 | Unavailable |
| #10 of 279 | Analog.comanalog.com | Other observed source | 10.38% | 11 | 106 | 7 | Unavailable |
| #11 of 279 | Memsmag.commemsmag.com | Other observed source | 10.38% | 11 | 106 | 7 | Unavailable |
| #12 of 279 | Xsens.comxsens.com | Other observed source | 10.38% | 11 | 106 | 7 | Unavailable |
| #13 of 279 | Arxiv.orgarxiv.org | Academic and government source | 9.43% | 10 | 106 | 7 | Unavailable |
| #14 of 279 | Skymems.comskymems.com | Other observed source | 9.43% | 10 | 106 | 7 | Unavailable |
| #15 of 279 | Patsnap.compatsnap.com | Other observed source | 8.49% | 9 | 106 | 7 | Unavailable |
| #16 of 279 | Advancednavigation.comadvancednavigation.com | Other observed source | 7.55% | 8 | 106 | 7 | Unavailable |
| #17 of 279 | Livoxtech.comlivoxtech.com | Other observed source | 7.55% | 8 | 106 | 7 | Unavailable |
| #18 of 279 | Alibaba.comalibaba.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #19 of 279 | Cepton.comcepton.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #20 of 279 | Digikey.comdigikey.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #21 of 279 | Jouav.comjouav.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #22 of 279 | Springer.comspringer.com | Other observed source | 6.60% | 7 | 106 | 7 | Unavailable |
| #23 of 279 | Wikipediawikipedia.org | Academic and government source | 6.60% | 7 | 106 | 7 | Unavailable |
| #24 of 279 | Bavovna.aibavovna.ai | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #25 of 279 | Beyondsky.xyzbeyondsky.xyz | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #26 of 279 | Evelta.comevelta.com | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #27 of 279 | Newport.comnewport.com | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #28 of 279 | Ouster.comouster.com | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #29 of 279 | Powerelectronicsnews.compowerelectronicsnews.com | Editorial publication | 5.66% | 6 | 106 | 7 | Unavailable |
| #30 of 279 | Researchgate.netresearchgate.net | Academic and government source | 5.66% | 6 | 106 | 7 | Unavailable |
| #31 of 279 | Sbg-systems.comsbg-systems.com | Other observed source | 5.66% | 6 | 106 | 7 | Unavailable |
| #32 of 279 | Allegromicro.comallegromicro.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #33 of 279 | Avnet.comavnet.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #34 of 279 | Directindustry.esdirectindustry.es | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #35 of 279 | Eepower.comeepower.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #36 of 279 | Emobility-engineering.comemobility-engineering.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #37 of 279 | Ericcointernational.comericcointernational.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #38 of 279 | Foxtechrobotics.comfoxtechrobotics.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #39 of 279 | Geodetics.comgeodetics.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #40 of 279 | Hesaitech.comhesaitech.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #41 of 279 | Hi1718.comhi1718.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #42 of 279 | Hiredronepilot.ukhiredronepilot.uk | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #43 of 279 | Honeywellaerospace.comhoneywellaerospace.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #44 of 279 | Made-in-china.commade-in-china.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #45 of 279 | Safran-group.comsafran-group.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #46 of 279 | Smartbotparts.comsmartbotparts.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #47 of 279 | Thinkrobotics.comthinkrobotics.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #48 of 279 | Uavmodel.comuavmodel.com | Other observed source | 4.72% | 5 | 106 | 7 | Unavailable |
| #49 of 279 | Aeroexpo.onlineaeroexpo.online | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #50 of 279 | Amironic.co.ilamironic.co.il | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #51 of 279 | Astrodynetdi.comastrodynetdi.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #52 of 279 | Canalgeomatics.comcanalgeomatics.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #53 of 279 | Datrontechnology.co.ukdatrontechnology.co.uk | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #54 of 279 | Defenseadvancement.comdefenseadvancement.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #55 of 279 | Energy.govenergy.gov | Academic and government source | 3.77% | 4 | 106 | 7 | Unavailable |
| #56 of 279 | Facebook.comfacebook.com | Community and social platform | 3.77% | 4 | 106 | 7 | Unavailable |
| #57 of 279 | Farnell.comfarnell.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #58 of 279 | Flywing-tech.comflywing-tech.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #59 of 279 | Generationrobots.comgenerationrobots.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #60 of 279 | Github.comgithub.com | Community and social platform | 3.77% | 4 | 106 | 7 | Unavailable |
| #61 of 279 | Icallin.comicallin.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #62 of 279 | Infineon.cominfineon.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #63 of 279 | Lidarmag.comlidarmag.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #64 of 279 | Lidarseek.comlidarseek.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #65 of 279 | Lkdaerospace.comlkdaerospace.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #66 of 279 | Memsense.commemsense.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #67 of 279 | Metricop.commetricop.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #68 of 279 | Nasa.govnasa.gov | Academic and government source | 3.77% | 4 | 106 | 7 | Unavailable |
| #69 of 279 | Nature.comnature.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #70 of 279 | Safran-navigation-timing.comsafran-navigation-timing.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #71 of 279 | Tdk.comtdk.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #72 of 279 | Uavchip.comuavchip.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #73 of 279 | Yellowscan.comyellowscan.com | Other observed source | 3.77% | 4 | 106 | 7 | Unavailable |
| #74 of 279 | 3achips.com3achips.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #75 of 279 | Aai-drones.comaai-drones.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #76 of 279 | Bosch-sensortec.combosch-sensortec.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #77 of 279 | Cadden.frcadden.fr | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #78 of 279 | Effatuniversity.edu.saeffatuniversity.edu.sa | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #79 of 279 | Environmental-expert.comenvironmental-expert.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #80 of 279 | Epsondevice.comepsondevice.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #81 of 279 | Gdwecent.comgdwecent.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #82 of 279 | General-laser.atgeneral-laser.at | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #83 of 279 | Ijsat.orgijsat.org | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #84 of 279 | Industrialsafetysensor.comindustrialsafetysensor.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #85 of 279 | Inertialsense.cominertialsense.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #86 of 279 | Interlakemecalux.cominterlakemecalux.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #87 of 279 | Iscano.comiscano.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #88 of 279 | Lidarasbuiltdrawings.comlidarasbuiltdrawings.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #89 of 279 | Lslidar.comlslidar.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #90 of 279 | Manualslib.commanualslib.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #91 of 279 | Mediummedium.com | Editorial publication | 2.83% | 3 | 106 | 7 | Unavailable |
| #92 of 279 | Nauticexpo.comnauticexpo.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #93 of 279 | Navitassemi.comnavitassemi.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #94 of 279 | Nexty-ele.comnexty-ele.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #95 of 279 | Osu.eduosu.edu | Academic and government source | 2.83% | 3 | 106 | 7 | Unavailable |
| #96 of 279 | Pingalax.idpingalax.id | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #97 of 279 | Quadruped.dequadruped.de | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #98 of 279 | Richardsonrfpd.comrichardsonrfpd.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #99 of 279 | Ruko.netruko.net | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
| #100 of 279 | Sachtleben-technology.comsachtleben-technology.com | Other observed source | 2.83% | 3 | 106 | 7 | Unavailable |
Showing the first 100 rows from 279 observed domains.
Release and boundary
How to cite this segment
Deep Tech & Hardware / Top lists: 279 observed source domains in the leaderboard, 2026-05-10 to 2026-09-18, mri_score_v2.0, mri_score_v2.0+2026-09-18+8fa38e54dd0a, https://machinerelations.ai/index/categories/deep-tech-hardware/top_list.
Release mri_score_v2.0+2026-09-18+8fa38e54dd0a; methodology mri_score_v2.0; generated 2026-09-18; window 2026-05-10 to 2026-09-18; artifact 8fa38e54dd0a.
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.