Deep Tech & Hardware

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: 237 observed answer runs across 12 dates.

MarkdownPublic JSONRelease manifest
StatePublished

Evidence floor met in this release.

Observed runs237

Segment-specific denominator. Not the overall domain denominator.

Run dates12

Release floor: 7 dates.

Observed domains402

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 402Unmannedsystemstechnology.comunmannedsystemstechnology.comOther observed source25.74%6123712
#2 of 402Patsnap.compatsnap.comOther observed source13.50%3223712
#3 of 402NIHnih.govAcademic and government source12.24%2923712
#4 of 402Mdpi.commdpi.comOther observed source11.39%2723712
#5 of 402Guidenav.comguidenav.comOther observed source10.97%2623712
#6 of 402Sciencedirect.comsciencedirect.comAcademic and government source10.97%2623712
#7 of 402Arxiv.orgarxiv.orgAcademic and government source10.13%2423712
#8 of 402Moneyprouav.commoneyprouav.comVendor-owned source10.13%2423712
#9 of 402Inertiallabs.cominertiallabs.comOther observed source9.70%2323712
#10 of 402Xsens.comxsens.comOther observed source9.70%2323712
#11 of 402Analog.comanalog.comOther observed source9.28%2223712
#12 of 402Memsmag.commemsmag.comOther observed source8.86%2123712
#13 of 402Redditreddit.comCommunity and social platform8.86%2123712
#14 of 402Wikipediawikipedia.orgAcademic and government source8.02%1923712
#15 of 402Skymems.comskymems.comOther observed source7.59%1823712
#16 of 402Honeywellaerospace.comhoneywellaerospace.comOther observed source7.17%1723712
#17 of 402Smartbotparts.comsmartbotparts.comOther observed source7.17%1723712
#18 of 402Sourcebyspec.comsourcebyspec.comOther observed source6.75%1623712
#19 of 402YouTubeyoutube.comSearch or media platform6.75%1623712
#20 of 402Cratustech.comcratustech.comOther observed source6.33%1523712
#21 of 402Power Electronics Newspowerelectronicsnews.comEditorial publication6.33%1523712
#22 of 402Advancednavigation.comadvancednavigation.comOther observed source5.91%1423712
#23 of 402Cepton.comcepton.comOther observed source5.91%1423712
#24 of 402Evelta.comevelta.comMarket and company database5.91%1423712
#25 of 402Metricop.commetricop.comOther observed source5.91%1423712
#26 of 402Nature.comnature.comOther observed source5.49%1323712
#27 of 402Ouster.comouster.comOther observed source5.49%1323712
#28 of 402Sbg-systems.comsbg-systems.comOther observed source5.49%1323712
#29 of 402Alibaba.comalibaba.comOther observed source5.06%1223712
#30 of 402Made-in-china.commade-in-china.comOther observed source5.06%1223712
#31 of 402Digikey.comdigikey.comOther observed source4.64%1123712
#32 of 402Lidarseek.comlidarseek.comOther observed source4.64%1123712
#33 of 402Livoxtech.comlivoxtech.comOther observed source4.64%1123712
#34 of 402Emobility-engineering.comemobility-engineering.comOther observed source4.22%1023712
#35 of 402Springer.comspringer.comOther observed source4.22%1023712
#36 of 402Thinkrobotics.comthinkrobotics.comOther observed source4.22%1023712
#37 of 402Avnet.comavnet.comOther observed source3.80%923712
#38 of 402Bavovna.aibavovna.aiOther observed source3.80%923712
#39 of 402Hesaitech.comhesaitech.comOther observed source3.80%923712
#40 of 402Industrialsafetysensor.comindustrialsafetysensor.comOther observed source3.80%923712
#41 of 402LinkedInlinkedin.comCommunity and social platform3.80%923712
#42 of 402Safran-group.comsafran-group.comOther observed source3.80%923712
#43 of 402Beyondsky.xyzbeyondsky.xyzOther observed source3.38%823712
#44 of 402LIDAR Magazinelidarmag.comEditorial publication3.38%823712
#45 of 402Researchgate.netresearchgate.netAcademic and government source3.38%823712
#46 of 402Tdk.comtdk.comOther observed source3.38%823712
#47 of 402Aeroexpo.onlineaeroexpo.onlineOther observed source2.95%723712
#48 of 402Cadden.frcadden.frOther observed source2.95%723712
#49 of 402Digiflec.comdigiflec.comMarket and company database2.95%723712
#50 of 402Directindustry.esdirectindustry.esOther observed source2.95%723712
#51 of 402EE Timeseetimes.comEditorial publication2.95%723712
#52 of 402Energy.govenergy.govAcademic and government source2.95%723712
#53 of 402Farnell.comfarnell.comOther observed source2.95%723712
#54 of 402Infineon.cominfineon.comOther observed source2.95%723712
#55 of 402Jouav.comjouav.comOther observed source2.95%723712
#56 of 402Manuals.plusmanuals.plusOther observed source2.95%723712
#57 of 402Unipa.itunipa.itOther observed source2.95%723712
#58 of 402Adept.net.auadept.net.auOther observed source2.53%623712
#59 of 402Amironic.co.ilamironic.co.ilOther observed source2.53%623712
#60 of 402Bosch-sensortec.combosch-sensortec.comOther observed source2.53%623712
#61 of 402Eepower.comeepower.comOther observed source2.53%623712
#62 of 402Facebook.comfacebook.comCommunity and social platform2.53%623712
#63 of 402Foxtechrobotics.comfoxtechrobotics.comOther observed source2.53%623712
#64 of 402General-laser.atgeneral-laser.atOther observed source2.53%623712
#65 of 402Generationrobots.comgenerationrobots.comOther observed source2.53%623712
#66 of 402Memsense.commemsense.comOther observed source2.53%623712
#67 of 402Newport.comnewport.comOther observed source2.53%623712
#68 of 402Quest Journalsquestjournals.orgOther observed source2.53%623712
#69 of 402Robosense.airobosense.aiOther observed source2.53%623712
#70 of 402Smashingrobotics.comsmashingrobotics.comOther observed source2.53%623712
#71 of 402Uavmodel.comuavmodel.comOther observed source2.53%623712
#72 of 402Allegromicro.comallegromicro.comOther observed source2.11%523712
#73 of 402Autonomoustuff.comautonomoustuff.comOther observed source2.11%523712
#74 of 402Defenseadvancement.comdefenseadvancement.comOther observed source2.11%523712
#75 of 402Duskcoil.comduskcoil.comOther observed source2.11%523712
#76 of 402Environmental-expert.comenvironmental-expert.comOther observed source2.11%523712
#77 of 402Ericcointernational.comericcointernational.comOther observed source2.11%523712
#78 of 402Geodetics.comgeodetics.comOther observed source2.11%523712
#79 of 402Github.comgithub.comCommunity and social platform2.11%523712
#80 of 402Hi1718.comhi1718.comOther observed source2.11%523712
#81 of 402Hiredronepilot.ukhiredronepilot.ukOther observed source2.11%523712
#82 of 402Mediummedium.comCommunity and social platform2.11%523712
#83 of 402Nasa.govnasa.govAcademic and government source2.11%523712
#84 of 402Nauticexpo.comnauticexpo.comOther observed source2.11%523712
#85 of 402Nexty-ele.comnexty-ele.comOther observed source2.11%523712
#86 of 402Onsemi.comonsemi.comOther observed source2.11%523712
#87 of 402Ouster.ioouster.ioOther observed source2.11%523712
#88 of 402Safran-navigation-timing.comsafran-navigation-timing.comOther observed source2.11%523712
#89 of 402Sick.comsick.comOther observed source2.11%523712
#90 of 402Ti.comti.comOther observed source2.11%523712
#91 of 402Accio.comaccio.comOther observed source1.69%423712
#92 of 402Aerovisiondrones.comaerovisiondrones.comOther observed source1.69%423712
#93 of 402Amrax.aiamrax.aiOther observed source1.69%423712
#94 of 402Astrodynetdi.comastrodynetdi.comOther observed source1.69%423712
#95 of 402Canalgeomatics.comcanalgeomatics.comOther observed source1.69%423712
#96 of 402Cas.orgcas.orgOther observed source1.69%423712
#97 of 402Childrenrobotics.comchildrenrobotics.comOther observed source1.69%423712
#98 of 402Copernicus.orgcopernicus.orgOther observed source1.69%423712
#99 of 402Datrontechnology.co.ukdatrontechnology.co.ukOther observed source1.69%423712
#100 of 402Directindustry.comdirectindustry.comOther observed source1.69%423712

Showing the first 100 rows from 402 observed domains.

Cite this
Citation
Machine Relations Index (MRI), Machine Relations Research — machinerelations.ai. Deep Tech & Hardware / Top lists: 402 observed source domains in the leaderboard, measured on 237 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/deep-tech-hardware/top_list. CC BY 4.0.
APA
Parrott, J. (2026). Deep Tech & Hardware / Top lists in the Machine Relations Index (Version mri_score_v2.1+2026-11-02+f9aaeca0db15) [Data set]. Machine Relations Research. https://machinerelations.ai/index/categories/deep-tech-hardware/top_list https://doi.org/10.5281/zenodo.23652423
BibTeX
@misc{parrott2026mrideeptechhardwaretoplist,
  author = {Parrott, Jaxon},
  title = {Deep Tech \& Hardware / Top lists 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/deep-tech-hardware/top_list},
  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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