# Deep Tech & Hardware: Comparisons in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/categories/deep-tech-hardware/x_vs_y
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.

This is the public leaderboard for the exact Deep Tech & Hardware / Comparisons segment. Rates use the segment denominator only: 105 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 171 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 22.86% | 24 | 105 | 7 | Unavailable |
| #2 of 171 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 20.00% | 21 | 105 | 7 | Unavailable |
| #3 of 171 | [Ieee.org](https://machinerelations.ai/index/domains/ieee.org) | Academic and government source | 19.05% | 20 | 105 | 7 | Unavailable |
| #4 of 171 | [Avnet.com](https://machinerelations.ai/index/domains/avnet.com) | Other observed source | 18.10% | 19 | 105 | 7 | Unavailable |
| #5 of 171 | [Nvidia.com](https://machinerelations.ai/index/domains/nvidia.com) | Vendor-owned source | 16.19% | 17 | 105 | 7 | Unavailable |
| #6 of 171 | [Ti.com](https://machinerelations.ai/index/domains/ti.com) | Other observed source | 16.19% | 17 | 105 | 7 | Unavailable |
| #7 of 171 | [Flywing-tech.com](https://machinerelations.ai/index/domains/flywing-tech.com) | Other observed source | 14.29% | 15 | 105 | 7 | Unavailable |
| #8 of 171 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 12.38% | 13 | 105 | 7 | Unavailable |
| #9 of 171 | [Patsnap.com](https://machinerelations.ai/index/domains/patsnap.com) | Other observed source | 12.38% | 13 | 105 | 7 | Unavailable |
| #10 of 171 | [Powerelectronicsnews.com](https://machinerelations.ai/index/domains/powerelectronicsnews.com) | Editorial publication | 12.38% | 13 | 105 | 7 | Unavailable |
| #11 of 171 | [Tenxerlabs.com](https://machinerelations.ai/index/domains/tenxerlabs.com) | Other observed source | 12.38% | 13 | 105 | 7 | Unavailable |
| #12 of 171 | [Ultralibrarian.com](https://machinerelations.ai/index/domains/ultralibrarian.com) | Other observed source | 12.38% | 13 | 105 | 7 | Unavailable |
| #13 of 171 | [Digikey.com](https://machinerelations.ai/index/domains/digikey.com) | Other observed source | 11.43% | 12 | 105 | 7 | Unavailable |
| #14 of 171 | [Geniatech.com](https://machinerelations.ai/index/domains/geniatech.com) | Other observed source | 8.57% | 9 | 105 | 7 | Unavailable |
| #15 of 171 | [Mgrid.org](https://machinerelations.ai/index/domains/mgrid.org) | Other observed source | 8.57% | 9 | 105 | 7 | Unavailable |
| #16 of 171 | [Savant-ai.io](https://machinerelations.ai/index/domains/savant-ai.io) | Other observed source | 8.57% | 9 | 105 | 7 | Unavailable |
| #17 of 171 | [We-online.com](https://machinerelations.ai/index/domains/we-online.com) | Other observed source | 8.57% | 9 | 105 | 7 | Unavailable |
| #18 of 171 | [Mdpi.com](https://machinerelations.ai/index/domains/mdpi.com) | Other observed source | 7.62% | 8 | 105 | 7 | Unavailable |
| #19 of 171 | [Richardsonrfpd.com](https://machinerelations.ai/index/domains/richardsonrfpd.com) | Other observed source | 7.62% | 8 | 105 | 7 | Unavailable |
| #20 of 171 | [Semanticscholar.org](https://machinerelations.ai/index/domains/semanticscholar.org) | Other observed source | 7.62% | 8 | 105 | 7 | Unavailable |
| #21 of 171 | [Connecttech.com](https://machinerelations.ai/index/domains/connecttech.com) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #22 of 171 | [Csmantech.org](https://machinerelations.ai/index/domains/csmantech.org) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #23 of 171 | [Hackster.io](https://machinerelations.ai/index/domains/hackster.io) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #24 of 171 | [Jlcpcb.com](https://machinerelations.ai/index/domains/jlcpcb.com) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #25 of 171 | [Microchipusa.com](https://machinerelations.ai/index/domains/microchipusa.com) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #26 of 171 | [Promwad.com](https://machinerelations.ai/index/domains/promwad.com) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #27 of 171 | [Arrow.com](https://machinerelations.ai/index/domains/arrow.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #28 of 171 | [Dev.to](https://machinerelations.ai/index/domains/dev.to) | Community and social platform | 5.71% | 6 | 105 | 7 | Unavailable |
| #29 of 171 | [Element14.com](https://machinerelations.ai/index/domains/element14.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #30 of 171 | [Intechhouse.com](https://machinerelations.ai/index/domains/intechhouse.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #31 of 171 | [Materialsdispatch.com](https://machinerelations.ai/index/domains/materialsdispatch.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #32 of 171 | [Piveral.com](https://machinerelations.ai/index/domains/piveral.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #33 of 171 | [Arxiv.org](https://machinerelations.ai/index/domains/arxiv.org) | Academic and government source | 4.76% | 5 | 105 | 7 | Unavailable |
| #34 of 171 | [Azom.com](https://machinerelations.ai/index/domains/azom.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #35 of 171 | [Bettlink.com](https://machinerelations.ai/index/domains/bettlink.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #36 of 171 | [Eepower.com](https://machinerelations.ai/index/domains/eepower.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #37 of 171 | [Findmychip.com](https://machinerelations.ai/index/domains/findmychip.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #38 of 171 | [Lisleapex.com](https://machinerelations.ai/index/domains/lisleapex.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #39 of 171 | [Medium](https://machinerelations.ai/index/domains/medium.com) | Editorial publication | 4.76% | 5 | 105 | 7 | Unavailable |
| #40 of 171 | [Nextpcb.com](https://machinerelations.ai/index/domains/nextpcb.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #41 of 171 | [Powerelectronictips.com](https://machinerelations.ai/index/domains/powerelectronictips.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #42 of 171 | [Arshon.com](https://machinerelations.ai/index/domains/arshon.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #43 of 171 | [Astrodynetdi.com](https://machinerelations.ai/index/domains/astrodynetdi.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #44 of 171 | [Bitechipc.com](https://machinerelations.ai/index/domains/bitechipc.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #45 of 171 | [Cas.org](https://machinerelations.ai/index/domains/cas.org) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #46 of 171 | [Eevblog.com](https://machinerelations.ai/index/domains/eevblog.com) | Editorial publication | 3.81% | 4 | 105 | 7 | Unavailable |
| #47 of 171 | [Ieeker.com](https://machinerelations.ai/index/domains/ieeker.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #48 of 171 | [Mozelectronics.com](https://machinerelations.ai/index/domains/mozelectronics.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #49 of 171 | [Poweramericainstitute.org](https://machinerelations.ai/index/domains/poweramericainstitute.org) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #50 of 171 | [Secitsociety.org](https://machinerelations.ai/index/domains/secitsociety.org) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #51 of 171 | [Wikipedia](https://machinerelations.ai/index/domains/wikipedia.org) | Academic and government source | 3.81% | 4 | 105 | 7 | Unavailable |
| #52 of 171 | [Wiley.com](https://machinerelations.ai/index/domains/wiley.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #53 of 171 | [Ariat-tech.com](https://machinerelations.ai/index/domains/ariat-tech.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #54 of 171 | [Embedsbc.com](https://machinerelations.ai/index/domains/embedsbc.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #55 of 171 | [Energy.gov](https://machinerelations.ai/index/domains/energy.gov) | Academic and government source | 2.86% | 3 | 105 | 7 | Unavailable |
| #56 of 171 | [Fixstars.com](https://machinerelations.ai/index/domains/fixstars.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #57 of 171 | [Forecr.io](https://machinerelations.ai/index/domains/forecr.io) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #58 of 171 | [Inovasense.com](https://machinerelations.ai/index/domains/inovasense.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #59 of 171 | [Kickpi.com](https://machinerelations.ai/index/domains/kickpi.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #60 of 171 | [NIH](https://machinerelations.ai/index/domains/nih.gov) | Academic and government source | 2.86% | 3 | 105 | 7 | Unavailable |
| #61 of 171 | [Scribd.com](https://machinerelations.ai/index/domains/scribd.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #62 of 171 | [Substack.com](https://machinerelations.ai/index/domains/substack.com) | Community and social platform | 2.86% | 3 | 105 | 7 | Unavailable |
| #63 of 171 | [Topdiodes.com](https://machinerelations.ai/index/domains/topdiodes.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #64 of 171 | [Turingpi.com](https://machinerelations.ai/index/domains/turingpi.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #65 of 171 | [Wonderfulchip.com](https://machinerelations.ai/index/domains/wonderfulchip.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #66 of 171 | [Aichiplink.com](https://machinerelations.ai/index/domains/aichiplink.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #67 of 171 | [Aip.org](https://machinerelations.ai/index/domains/aip.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #68 of 171 | [Cambridge.org](https://machinerelations.ai/index/domains/cambridge.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #69 of 171 | [Cloudfront.net](https://machinerelations.ai/index/domains/cloudfront.net) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #70 of 171 | [Digitimes.com](https://machinerelations.ai/index/domains/digitimes.com) | Editorial publication | 1.90% | 2 | 105 | 7 | Unavailable |
| #71 of 171 | [Edn.com](https://machinerelations.ai/index/domains/edn.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #72 of 171 | [Eenewseurope.com](https://machinerelations.ai/index/domains/eenewseurope.com) | Editorial publication | 1.90% | 2 | 105 | 7 | Unavailable |
| #73 of 171 | [Esp32.co.uk](https://machinerelations.ai/index/domains/esp32.co.uk) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #74 of 171 | [Farnell.com](https://machinerelations.ai/index/domains/farnell.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #75 of 171 | [Ic-components.com](https://machinerelations.ai/index/domains/ic-components.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #76 of 171 | [Idtechex.com](https://machinerelations.ai/index/domains/idtechex.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #77 of 171 | [Imeti.org](https://machinerelations.ai/index/domains/imeti.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #78 of 171 | [Infineon.com](https://machinerelations.ai/index/domains/infineon.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #79 of 171 | [Microchip.com](https://machinerelations.ai/index/domains/microchip.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #80 of 171 | [Nature.com](https://machinerelations.ai/index/domains/nature.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #81 of 171 | [Navitassemi.com](https://machinerelations.ai/index/domains/navitassemi.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #82 of 171 | [Neditek.com](https://machinerelations.ai/index/domains/neditek.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #83 of 171 | [Novaelec.vn](https://machinerelations.ai/index/domains/novaelec.vn) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #84 of 171 | [Ntchip.com](https://machinerelations.ai/index/domains/ntchip.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #85 of 171 | [Octopart.com](https://machinerelations.ai/index/domains/octopart.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #86 of 171 | [Oup.com](https://machinerelations.ai/index/domains/oup.com) | Editorial publication | 1.90% | 2 | 105 | 7 | Unavailable |
| #87 of 171 | [Researchgate.net](https://machinerelations.ai/index/domains/researchgate.net) | Academic and government source | 1.90% | 2 | 105 | 7 | Unavailable |
| #88 of 171 | [Safexplain.eu](https://machinerelations.ai/index/domains/safexplain.eu) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #89 of 171 | [Sciencedirect.com](https://machinerelations.ai/index/domains/sciencedirect.com) | Academic and government source | 1.90% | 2 | 105 | 7 | Unavailable |
| #90 of 171 | [Scirp.org](https://machinerelations.ai/index/domains/scirp.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #91 of 171 | [Semiconductor-today.com](https://machinerelations.ai/index/domains/semiconductor-today.com) | Editorial publication | 1.90% | 2 | 105 | 7 | Unavailable |
| #92 of 171 | [Springer.com](https://machinerelations.ai/index/domains/springer.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #93 of 171 | [Sunstreamglobal.com](https://machinerelations.ai/index/domains/sunstreamglobal.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #94 of 171 | [Unipd.it](https://machinerelations.ai/index/domains/unipd.it) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #95 of 171 | [Utk.edu](https://machinerelations.ai/index/domains/utk.edu) | Academic and government source | 1.90% | 2 | 105 | 7 | Unavailable |
| #96 of 171 | [Wevolver.com](https://machinerelations.ai/index/domains/wevolver.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #97 of 171 | [Whiterose.ac.uk](https://machinerelations.ai/index/domains/whiterose.ac.uk) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #98 of 171 | [Wolfspeed.com](https://machinerelations.ai/index/domains/wolfspeed.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #99 of 171 | [Yolegroup.com](https://machinerelations.ai/index/domains/yolegroup.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #100 of 171 | [Acs.org](https://machinerelations.ai/index/domains/acs.org) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |

## Citation

Deep Tech & Hardware / Comparisons: 171 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/x_vs_y.