# Deep Tech & Hardware: Is it worth it in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/categories/deep-tech-hardware/is_x_worth
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 / Is it worth it 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 181 | [Vlsishuttle.com](https://machinerelations.ai/index/domains/vlsishuttle.com) | Other observed source | 35.24% | 37 | 105 | 7 | Unavailable |
| #2 of 181 | [Siliconanalysts.com](https://machinerelations.ai/index/domains/siliconanalysts.com) | Other observed source | 28.57% | 30 | 105 | 7 | Unavailable |
| #3 of 181 | [Towersemi.com](https://machinerelations.ai/index/domains/towersemi.com) | Other observed source | 18.10% | 19 | 105 | 7 | Unavailable |
| #4 of 181 | [Anysilicon.com](https://machinerelations.ai/index/domains/anysilicon.com) | Other observed source | 16.19% | 17 | 105 | 7 | Unavailable |
| #5 of 181 | [Dataintelo.com](https://machinerelations.ai/index/domains/dataintelo.com) | Market and company database | 14.29% | 15 | 105 | 7 | Unavailable |
| #6 of 181 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 14.29% | 15 | 105 | 7 | Unavailable |
| #7 of 181 | [Mst-sg.com](https://machinerelations.ai/index/domains/mst-sg.com) | Other observed source | 12.38% | 13 | 105 | 7 | Unavailable |
| #8 of 181 | [Wikipedia](https://machinerelations.ai/index/domains/wikipedia.org) | Academic and government source | 11.43% | 12 | 105 | 7 | Unavailable |
| #9 of 181 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 10.48% | 11 | 105 | 7 | Unavailable |
| #10 of 181 | [Patsnap.com](https://machinerelations.ai/index/domains/patsnap.com) | Other observed source | 10.48% | 11 | 105 | 7 | Unavailable |
| #11 of 181 | [Stackexchange.com](https://machinerelations.ai/index/domains/stackexchange.com) | Community and social platform | 10.48% | 11 | 105 | 7 | Unavailable |
| #12 of 181 | [Tompwservice.com](https://machinerelations.ai/index/domains/tompwservice.com) | Other observed source | 10.48% | 11 | 105 | 7 | Unavailable |
| #13 of 181 | [Europractice-ic.com](https://machinerelations.ai/index/domains/europractice-ic.com) | Other observed source | 9.52% | 10 | 105 | 7 | Unavailable |
| #14 of 181 | [Photondelta.com](https://machinerelations.ai/index/domains/photondelta.com) | Other observed source | 8.57% | 9 | 105 | 7 | Unavailable |
| #15 of 181 | [Semiengineering.com](https://machinerelations.ai/index/domains/semiengineering.com) | Other observed source | 8.57% | 9 | 105 | 7 | Unavailable |
| #16 of 181 | [Gf.com](https://machinerelations.ai/index/domains/gf.com) | Other observed source | 7.62% | 8 | 105 | 7 | Unavailable |
| #17 of 181 | [Makerstage.com](https://machinerelations.ai/index/domains/makerstage.com) | Other observed source | 7.62% | 8 | 105 | 7 | Unavailable |
| #18 of 181 | [Allpcb.com](https://machinerelations.ai/index/domains/allpcb.com) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #19 of 181 | [Ethz.ch](https://machinerelations.ai/index/domains/ethz.ch) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #20 of 181 | [Rapid-protos.com](https://machinerelations.ai/index/domains/rapid-protos.com) | Other observed source | 6.67% | 7 | 105 | 7 | Unavailable |
| #21 of 181 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 6.67% | 7 | 105 | 7 | Unavailable |
| #22 of 181 | [Ams-osram.com](https://machinerelations.ai/index/domains/ams-osram.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #23 of 181 | [Analog.com](https://machinerelations.ai/index/domains/analog.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #24 of 181 | [Ptsmake.com](https://machinerelations.ai/index/domains/ptsmake.com) | Other observed source | 5.71% | 6 | 105 | 7 | Unavailable |
| #25 of 181 | [Sciencedirect.com](https://machinerelations.ai/index/domains/sciencedirect.com) | Academic and government source | 5.71% | 6 | 105 | 7 | Unavailable |
| #26 of 181 | [Substack.com](https://machinerelations.ai/index/domains/substack.com) | Community and social platform | 5.71% | 6 | 105 | 7 | Unavailable |
| #27 of 181 | [Hightoweradvisors.com](https://machinerelations.ai/index/domains/hightoweradvisors.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #28 of 181 | [Hontitan.com](https://machinerelations.ai/index/domains/hontitan.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #29 of 181 | [Ieee.org](https://machinerelations.ai/index/domains/ieee.org) | Academic and government source | 4.76% | 5 | 105 | 7 | Unavailable |
| #30 of 181 | [Rapidaxis.com](https://machinerelations.ai/index/domains/rapidaxis.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #31 of 181 | [TechRadar](https://machinerelations.ai/index/domains/techradar.com) | Editorial publication | 4.76% | 5 | 105 | 7 | Unavailable |
| #32 of 181 | [Xfab.com](https://machinerelations.ai/index/domains/xfab.com) | Other observed source | 4.76% | 5 | 105 | 7 | Unavailable |
| #33 of 181 | [Approvedmachining.com](https://machinerelations.ai/index/domains/approvedmachining.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #34 of 181 | [Cnstamping.com](https://machinerelations.ai/index/domains/cnstamping.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #35 of 181 | [Crmicro.com](https://machinerelations.ai/index/domains/crmicro.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #36 of 181 | [Cuhk.edu.hk](https://machinerelations.ai/index/domains/cuhk.edu.hk) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #37 of 181 | [Deeptech-ventures.com](https://machinerelations.ai/index/domains/deeptech-ventures.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #38 of 181 | [Financialcontent.com](https://machinerelations.ai/index/domains/financialcontent.com) | Wire and press-release distribution | 3.81% | 4 | 105 | 7 | Unavailable |
| #39 of 181 | [Grokipedia.com](https://machinerelations.ai/index/domains/grokipedia.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #40 of 181 | [Hmaking.com](https://machinerelations.ai/index/domains/hmaking.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #41 of 181 | [Hubs.com](https://machinerelations.ai/index/domains/hubs.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #42 of 181 | [Inneos.com](https://machinerelations.ai/index/domains/inneos.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #43 of 181 | [Machining-custom.com](https://machinerelations.ai/index/domains/machining-custom.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #44 of 181 | [Marvell.com](https://machinerelations.ai/index/domains/marvell.com) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #45 of 181 | [Pgc.com.tw](https://machinerelations.ai/index/domains/pgc.com.tw) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #46 of 181 | [Sotonfab.co.uk](https://machinerelations.ai/index/domains/sotonfab.co.uk) | Other observed source | 3.81% | 4 | 105 | 7 | Unavailable |
| #47 of 181 | [Alphachips.co.kr](https://machinerelations.ai/index/domains/alphachips.co.kr) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #48 of 181 | [Equipic.com](https://machinerelations.ai/index/domains/equipic.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #49 of 181 | [Fabcon.com](https://machinerelations.ai/index/domains/fabcon.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #50 of 181 | [Hexatronicdatacenter.com](https://machinerelations.ai/index/domains/hexatronicdatacenter.com) | Market and company database | 2.86% | 3 | 105 | 7 | Unavailable |
| #51 of 181 | [Idtechex.com](https://machinerelations.ai/index/domains/idtechex.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #52 of 181 | [Kipost.net](https://machinerelations.ai/index/domains/kipost.net) | Editorial publication | 2.86% | 3 | 105 | 7 | Unavailable |
| #53 of 181 | [Oberg.com](https://machinerelations.ai/index/domains/oberg.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #54 of 181 | [Protolabs.com](https://machinerelations.ai/index/domains/protolabs.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #55 of 181 | [Qsfptek.com](https://machinerelations.ai/index/domains/qsfptek.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #56 of 181 | [Rapidefficient.com](https://machinerelations.ai/index/domains/rapidefficient.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #57 of 181 | [Researchintelo.com](https://machinerelations.ai/index/domains/researchintelo.com) | Market and company database | 2.86% | 3 | 105 | 7 | Unavailable |
| #58 of 181 | [Spie.org](https://machinerelations.ai/index/domains/spie.org) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #59 of 181 | [Vlsifacts.com](https://machinerelations.ai/index/domains/vlsifacts.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #60 of 181 | [Znt-richter.com](https://machinerelations.ai/index/domains/znt-richter.com) | Other observed source | 2.86% | 3 | 105 | 7 | Unavailable |
| #61 of 181 | [Ai2.work](https://machinerelations.ai/index/domains/ai2.work) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #62 of 181 | [Aip.org](https://machinerelations.ai/index/domains/aip.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #63 of 181 | [Allaboutcircuits.com](https://machinerelations.ai/index/domains/allaboutcircuits.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #64 of 181 | [Allenpress.com](https://machinerelations.ai/index/domains/allenpress.com) | Editorial publication | 1.90% | 2 | 105 | 7 | Unavailable |
| #65 of 181 | [Arxiv.org](https://machinerelations.ai/index/domains/arxiv.org) | Academic and government source | 1.90% | 2 | 105 | 7 | Unavailable |
| #66 of 181 | [Bolymetal.com](https://machinerelations.ai/index/domains/bolymetal.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #67 of 181 | [Cncsam.com](https://machinerelations.ai/index/domains/cncsam.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #68 of 181 | [Coexintech.org](https://machinerelations.ai/index/domains/coexintech.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #69 of 181 | [Dajinprecision.com](https://machinerelations.ai/index/domains/dajinprecision.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #70 of 181 | [Eetimes.com](https://machinerelations.ai/index/domains/eetimes.com) | Editorial publication | 1.90% | 2 | 105 | 7 | Unavailable |
| #71 of 181 | [Emergentmind.com](https://machinerelations.ai/index/domains/emergentmind.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #72 of 181 | [Hal.science](https://machinerelations.ai/index/domains/hal.science) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #73 of 181 | [Hjtc.com.cn](https://machinerelations.ai/index/domains/hjtc.com.cn) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #74 of 181 | [Introl.com](https://machinerelations.ai/index/domains/introl.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #75 of 181 | [Itiger.com](https://machinerelations.ai/index/domains/itiger.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #76 of 181 | [Jbcmachine.com](https://machinerelations.ai/index/domains/jbcmachine.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #77 of 181 | [Jiga.io](https://machinerelations.ai/index/domains/jiga.io) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #78 of 181 | [Keson-precision.com](https://machinerelations.ai/index/domains/keson-precision.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #79 of 181 | [Lightinterconnect.com](https://machinerelations.ai/index/domains/lightinterconnect.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #80 of 181 | [Microelectronicsuk.com](https://machinerelations.ai/index/domains/microelectronicsuk.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #81 of 181 | [Pakcrypt.org](https://machinerelations.ai/index/domains/pakcrypt.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #82 of 181 | [Photonics.com](https://machinerelations.ai/index/domains/photonics.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #83 of 181 | [Psu.edu](https://machinerelations.ai/index/domains/psu.edu) | Academic and government source | 1.90% | 2 | 105 | 7 | Unavailable |
| #84 of 181 | [Sigcomm.org](https://machinerelations.ai/index/domains/sigcomm.org) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #85 of 181 | [Tomshardware.com](https://machinerelations.ai/index/domains/tomshardware.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #86 of 181 | [Tsmc.com](https://machinerelations.ai/index/domains/tsmc.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #87 of 181 | [Uci.edu](https://machinerelations.ai/index/domains/uci.edu) | Academic and government source | 1.90% | 2 | 105 | 7 | Unavailable |
| #88 of 181 | [Ucsd.edu](https://machinerelations.ai/index/domains/ucsd.edu) | Academic and government source | 1.90% | 2 | 105 | 7 | Unavailable |
| #89 of 181 | [Ums-rf.com](https://machinerelations.ai/index/domains/ums-rf.com) | Other observed source | 1.90% | 2 | 105 | 7 | Unavailable |
| #90 of 181 | [Windowsforum.com](https://machinerelations.ai/index/domains/windowsforum.com) | Community and social platform | 1.90% | 2 | 105 | 7 | Unavailable |
| #91 of 181 | [Academia.edu](https://machinerelations.ai/index/domains/academia.edu) | Academic and government source | 0.95% | 1 | 105 | 7 | Unavailable |
| #92 of 181 | [Allaboutav.co.uk](https://machinerelations.ai/index/domains/allaboutav.co.uk) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |
| #93 of 181 | [Aminext.blog](https://machinerelations.ai/index/domains/aminext.blog) | Editorial publication | 0.95% | 1 | 105 | 7 | Unavailable |
| #94 of 181 | [Ampcom.com](https://machinerelations.ai/index/domains/ampcom.com) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |
| #95 of 181 | [Anebon.com](https://machinerelations.ai/index/domains/anebon.com) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |
| #96 of 181 | [Apecs.eu](https://machinerelations.ai/index/domains/apecs.eu) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |
| #97 of 181 | [Arnet-infra.com](https://machinerelations.ai/index/domains/arnet-infra.com) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |
| #98 of 181 | [Asteraix.com](https://machinerelations.ai/index/domains/asteraix.com) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |
| #99 of 181 | [Atlas-scientific.com](https://machinerelations.ai/index/domains/atlas-scientific.com) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |
| #100 of 181 | [Broadcom.com](https://machinerelations.ai/index/domains/broadcom.com) | Other observed source | 0.95% | 1 | 105 | 7 | Unavailable |

## Citation

Deep Tech & Hardware / Is it worth it: 181 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/is_x_worth.