# Deep Tech & Hardware: Best tools in the Machine Relations Index

Canonical URL: https://machinerelations.ai/index/categories/deep-tech-hardware/best_x
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 / Best tools segment. Rates use the segment denominator only: 121 observed runs across 7 dates.

| Rank | Source | Source role | Citation rate | Cited runs | Observed runs | Run dates | Confidence |
|---|---|---|---:|---:|---:|---:|---|
| #1 of 328 | [Reddit](https://machinerelations.ai/index/domains/reddit.com) | Community and social platform | 20.66% | 25 | 121 | 7 | Unavailable |
| #2 of 328 | [Arxiv.org](https://machinerelations.ai/index/domains/arxiv.org) | Academic and government source | 17.36% | 21 | 121 | 7 | Unavailable |
| #3 of 328 | [Aimultiple.com](https://machinerelations.ai/index/domains/aimultiple.com) | Editorial publication | 15.70% | 19 | 121 | 7 | Unavailable |
| #4 of 328 | [YouTube](https://machinerelations.ai/index/domains/youtube.com) | Search or media platform | 14.88% | 18 | 121 | 7 | Unavailable |
| #5 of 328 | [Generationrobots.com](https://machinerelations.ai/index/domains/generationrobots.com) | Other observed source | 14.05% | 17 | 121 | 7 | Unavailable |
| #6 of 328 | [Hokuyo-usa.com](https://machinerelations.ai/index/domains/hokuyo-usa.com) | Other observed source | 14.05% | 17 | 121 | 7 | Unavailable |
| #7 of 328 | [Patsnap.com](https://machinerelations.ai/index/domains/patsnap.com) | Other observed source | 12.40% | 15 | 121 | 7 | Unavailable |
| #8 of 328 | [Smartbotparts.com](https://machinerelations.ai/index/domains/smartbotparts.com) | Other observed source | 12.40% | 15 | 121 | 7 | Unavailable |
| #9 of 328 | [Openelab.io](https://machinerelations.ai/index/domains/openelab.io) | Other observed source | 10.74% | 13 | 121 | 7 | Unavailable |
| #10 of 328 | [Geniatech.com](https://machinerelations.ai/index/domains/geniatech.com) | Other observed source | 9.92% | 12 | 121 | 7 | Unavailable |
| #11 of 328 | [Lidarseek.com](https://machinerelations.ai/index/domains/lidarseek.com) | Other observed source | 9.92% | 12 | 121 | 7 | Unavailable |
| #12 of 328 | [Medium](https://machinerelations.ai/index/domains/medium.com) | Editorial publication | 9.92% | 12 | 121 | 7 | Unavailable |
| #13 of 328 | [Orbbec.com](https://machinerelations.ai/index/domains/orbbec.com) | Other observed source | 9.92% | 12 | 121 | 7 | Unavailable |
| #14 of 328 | [Chip.computer](https://machinerelations.ai/index/domains/chip.computer) | Other observed source | 8.26% | 10 | 121 | 7 | Unavailable |
| #15 of 328 | [LinkedIn](https://machinerelations.ai/index/domains/linkedin.com) | Community and social platform | 8.26% | 10 | 121 | 7 | Unavailable |
| #16 of 328 | [Mdpi.com](https://machinerelations.ai/index/domains/mdpi.com) | Other observed source | 8.26% | 10 | 121 | 7 | Unavailable |
| #17 of 328 | [Roboticscenter.ai](https://machinerelations.ai/index/domains/roboticscenter.ai) | Other observed source | 8.26% | 10 | 121 | 7 | Unavailable |
| #18 of 328 | [Uvation.com](https://machinerelations.ai/index/domains/uvation.com) | Other observed source | 8.26% | 10 | 121 | 7 | Unavailable |
| #19 of 328 | [NIH](https://machinerelations.ai/index/domains/nih.gov) | Academic and government source | 7.44% | 9 | 121 | 7 | Unavailable |
| #20 of 328 | [Predictabledesigns.com](https://machinerelations.ai/index/domains/predictabledesigns.com) | Other observed source | 7.44% | 9 | 121 | 7 | Unavailable |
| #21 of 328 | [Ti.com](https://machinerelations.ai/index/domains/ti.com) | Other observed source | 7.44% | 9 | 121 | 7 | Unavailable |
| #22 of 328 | [Neuchips.ai](https://machinerelations.ai/index/domains/neuchips.ai) | Other observed source | 6.61% | 8 | 121 | 7 | Unavailable |
| #23 of 328 | [Researchgate.net](https://machinerelations.ai/index/domains/researchgate.net) | Academic and government source | 6.61% | 8 | 121 | 7 | Unavailable |
| #24 of 328 | [Troylendman.com](https://machinerelations.ai/index/domains/troylendman.com) | Vendor-owned source | 6.61% | 8 | 121 | 7 | Unavailable |
| #25 of 328 | [Digikey.com](https://machinerelations.ai/index/domains/digikey.com) | Other observed source | 5.79% | 7 | 121 | 7 | Unavailable |
| #26 of 328 | [Edn.com](https://machinerelations.ai/index/domains/edn.com) | Other observed source | 5.79% | 7 | 121 | 7 | Unavailable |
| #27 of 328 | [Electronics-lab.com](https://machinerelations.ai/index/domains/electronics-lab.com) | Other observed source | 5.79% | 7 | 121 | 7 | Unavailable |
| #28 of 328 | [Github.com](https://machinerelations.ai/index/domains/github.com) | Community and social platform | 5.79% | 7 | 121 | 7 | Unavailable |
| #29 of 328 | [Hesaitech.com](https://machinerelations.ai/index/domains/hesaitech.com) | Other observed source | 5.79% | 7 | 121 | 7 | Unavailable |
| #30 of 328 | [Jaycarlson.net](https://machinerelations.ai/index/domains/jaycarlson.net) | Other observed source | 5.79% | 7 | 121 | 7 | Unavailable |
| #31 of 328 | [Mrdvs.com](https://machinerelations.ai/index/domains/mrdvs.com) | Other observed source | 5.79% | 7 | 121 | 7 | Unavailable |
| #32 of 328 | [Allpcb.com](https://machinerelations.ai/index/domains/allpcb.com) | Other observed source | 4.96% | 6 | 121 | 7 | Unavailable |
| #33 of 328 | [Done.land](https://machinerelations.ai/index/domains/done.land) | Other observed source | 4.96% | 6 | 121 | 7 | Unavailable |
| #34 of 328 | [Gideon.ai](https://machinerelations.ai/index/domains/gideon.ai) | Other observed source | 4.96% | 6 | 121 | 7 | Unavailable |
| #35 of 328 | [Sciencedirect.com](https://machinerelations.ai/index/domains/sciencedirect.com) | Academic and government source | 4.96% | 6 | 121 | 7 | Unavailable |
| #36 of 328 | [Substack.com](https://machinerelations.ai/index/domains/substack.com) | Community and social platform | 4.96% | 6 | 121 | 7 | Unavailable |
| #37 of 328 | [Techstoriess.com](https://machinerelations.ai/index/domains/techstoriess.com) | Other observed source | 4.96% | 6 | 121 | 7 | Unavailable |
| #38 of 328 | [Wonderfulpcb.com](https://machinerelations.ai/index/domains/wonderfulpcb.com) | Other observed source | 4.96% | 6 | 121 | 7 | Unavailable |
| #39 of 328 | [Avai.ai](https://machinerelations.ai/index/domains/avai.ai) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #40 of 328 | [Engineeridea.com](https://machinerelations.ai/index/domains/engineeridea.com) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #41 of 328 | [Hailo.ai](https://machinerelations.ai/index/domains/hailo.ai) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #42 of 328 | [Indrorobotics.com](https://machinerelations.ai/index/domains/indrorobotics.com) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #43 of 328 | [Industrialsafetysensor.com](https://machinerelations.ai/index/domains/industrialsafetysensor.com) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #44 of 328 | [Livoxtech.com](https://machinerelations.ai/index/domains/livoxtech.com) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #45 of 328 | [Myrobotproject.com](https://machinerelations.ai/index/domains/myrobotproject.com) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #46 of 328 | [Tomshardware.com](https://machinerelations.ai/index/domains/tomshardware.com) | Other observed source | 4.13% | 5 | 121 | 7 | Unavailable |
| #47 of 328 | [Uspto.gov](https://machinerelations.ai/index/domains/uspto.gov) | Academic and government source | 4.13% | 5 | 121 | 7 | Unavailable |
| #48 of 328 | [Ai Journal](https://machinerelations.ai/index/domains/aijourn.com) | Editorial publication | 3.31% | 4 | 121 | 7 | Unavailable |
| #49 of 328 | [Avnet.com](https://machinerelations.ai/index/domains/avnet.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #50 of 328 | [Bestgpusforai.com](https://machinerelations.ai/index/domains/bestgpusforai.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #51 of 328 | [Depthcamera.com](https://machinerelations.ai/index/domains/depthcamera.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #52 of 328 | [Electronicsdesign.au](https://machinerelations.ai/index/domains/electronicsdesign.au) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #53 of 328 | [Findmychip.com](https://machinerelations.ai/index/domains/findmychip.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #54 of 328 | [Flux.ai](https://machinerelations.ai/index/domains/flux.ai) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #55 of 328 | [Machineu.com](https://machinerelations.ai/index/domains/machineu.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #56 of 328 | [Market.us](https://machinerelations.ai/index/domains/market.us) | Market and company database | 3.31% | 4 | 121 | 7 | Unavailable |
| #57 of 328 | [Neuralcoretech.com](https://machinerelations.ai/index/domains/neuralcoretech.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #58 of 328 | [Ouster.com](https://machinerelations.ai/index/domains/ouster.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #59 of 328 | [Qualcomm.com](https://machinerelations.ai/index/domains/qualcomm.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #60 of 328 | [Robosense.cn](https://machinerelations.ai/index/domains/robosense.cn) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #61 of 328 | [Siliconflow.com](https://machinerelations.ai/index/domains/siliconflow.com) | Vendor-owned source | 3.31% | 4 | 121 | 7 | Unavailable |
| #62 of 328 | [Springer.com](https://machinerelations.ai/index/domains/springer.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #63 of 328 | [Therobotreport.com](https://machinerelations.ai/index/domains/therobotreport.com) | Editorial publication | 3.31% | 4 | 121 | 7 | Unavailable |
| #64 of 328 | [Us-lidar.com](https://machinerelations.ai/index/domains/us-lidar.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #65 of 328 | [Woodsidecap.com](https://machinerelations.ai/index/domains/woodsidecap.com) | Analyst and consulting research | 3.31% | 4 | 121 | 7 | Unavailable |
| #66 of 328 | [Xenomatix.com](https://machinerelations.ai/index/domains/xenomatix.com) | Other observed source | 3.31% | 4 | 121 | 7 | Unavailable |
| #67 of 328 | [Accio.com](https://machinerelations.ai/index/domains/accio.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #68 of 328 | [Allaboutcircuits.com](https://machinerelations.ai/index/domains/allaboutcircuits.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #69 of 328 | [Autonomoustuff.com](https://machinerelations.ai/index/domains/autonomoustuff.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #70 of 328 | [Blickfeld.com](https://machinerelations.ai/index/domains/blickfeld.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #71 of 328 | [Cambrian-ai.com](https://machinerelations.ai/index/domains/cambrian-ai.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #72 of 328 | [Carnegierobotics.com](https://machinerelations.ai/index/domains/carnegierobotics.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #73 of 328 | [Cmu.edu](https://machinerelations.ai/index/domains/cmu.edu) | Academic and government source | 2.48% | 3 | 121 | 7 | Unavailable |
| #74 of 328 | [Embeddedrelated.com](https://machinerelations.ai/index/domains/embeddedrelated.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #75 of 328 | [Farnell.com](https://machinerelations.ai/index/domains/farnell.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #76 of 328 | [Globalgpssystems.com](https://machinerelations.ai/index/domains/globalgpssystems.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #77 of 328 | [Hackster.io](https://machinerelations.ai/index/domains/hackster.io) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #78 of 328 | [Hothardware.com](https://machinerelations.ai/index/domains/hothardware.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #79 of 328 | [Hycmoop.com](https://machinerelations.ai/index/domains/hycmoop.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #80 of 328 | [Industrialmonitordirect.com](https://machinerelations.ai/index/domains/industrialmonitordirect.com) | Editorial publication | 2.48% | 3 | 121 | 7 | Unavailable |
| #81 of 328 | [Institutionofelectronics.ac.uk](https://machinerelations.ai/index/domains/institutionofelectronics.ac.uk) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #82 of 328 | [Iscano.com](https://machinerelations.ai/index/domains/iscano.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #83 of 328 | [Kisacoresearch.com](https://machinerelations.ai/index/domains/kisacoresearch.com) | Market and company database | 2.48% | 3 | 121 | 7 | Unavailable |
| #84 of 328 | [Kit.edu](https://machinerelations.ai/index/domains/kit.edu) | Academic and government source | 2.48% | 3 | 121 | 7 | Unavailable |
| #85 of 328 | [Marketresearchtelecast.com](https://machinerelations.ai/index/domains/marketresearchtelecast.com) | Market and company database | 2.48% | 3 | 121 | 7 | Unavailable |
| #86 of 328 | [Matterport.com](https://machinerelations.ai/index/domains/matterport.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #87 of 328 | [Nvidia.com](https://machinerelations.ai/index/domains/nvidia.com) | Vendor-owned source | 2.48% | 3 | 121 | 7 | Unavailable |
| #88 of 328 | [Openelab.com](https://machinerelations.ai/index/domains/openelab.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #89 of 328 | [Pivoratech.com](https://machinerelations.ai/index/domains/pivoratech.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #90 of 328 | [Pnwscientific.com](https://machinerelations.ai/index/domains/pnwscientific.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #91 of 328 | [Quasi.ai](https://machinerelations.ai/index/domains/quasi.ai) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #92 of 328 | [Renesas.com](https://machinerelations.ai/index/domains/renesas.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #93 of 328 | [Robotshop.com](https://machinerelations.ai/index/domains/robotshop.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #94 of 328 | [Rs-online.com](https://machinerelations.ai/index/domains/rs-online.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #95 of 328 | [Sensorlidar.com](https://machinerelations.ai/index/domains/sensorlidar.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #96 of 328 | [Siliconreport.com](https://machinerelations.ai/index/domains/siliconreport.com) | Editorial publication | 2.48% | 3 | 121 | 7 | Unavailable |
| #97 of 328 | [Skku.edu](https://machinerelations.ai/index/domains/skku.edu) | Academic and government source | 2.48% | 3 | 121 | 7 | Unavailable |
| #98 of 328 | [Stereolabs.com](https://machinerelations.ai/index/domains/stereolabs.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #99 of 328 | [Studica.com](https://machinerelations.ai/index/domains/studica.com) | Other observed source | 2.48% | 3 | 121 | 7 | Unavailable |
| #100 of 328 | [Techinsights.com](https://machinerelations.ai/index/domains/techinsights.com) | Market and company database | 2.48% | 3 | 121 | 7 | Unavailable |

## Citation

Deep Tech & Hardware / Best tools: 328 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/best_x.