The Agent Benchmark

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Top AI agents for engineering and industry

71 ranked · 5 markets

The top AI agents for engineering and industry on The Agent Benchmark are Handoff (4.8 of 10), Edviro (4.4) and Mach9 (4.1), of 71 ranked. Data as of 3 Oct 2026.

The category covers hardware, mechanical, electrical, and chip design; architecture and construction documents and estimates; manufacturing; operating physical plants and infrastructure; and field service and trades work.

Ranked agents
71
in 5 markets; 1 more not ranked
Median score
2.3
of 10
From YC
71
none from outside YC

Ranked agents

All 71, best score first. The score adds public proof, scale, momentum and autonomy; it is not a hands-on test. How scoring works

  1. 1HandoffArchitecture and construction specialistW20AI estimator & agent for remodelers.Proof0Scale7Momentum7Autonomy6Score4.8
  2. 2EdviroPlant and infrastructure operatorS26AI That Operates Energy InfrastructureProof4Scale1Momentum8Autonomy6Score4.4
  3. 3Mach9Architecture and construction specialistS21AI CAD Software for Civil EngineeringProof3Scale5Momentum3Autonomy6Score4.1
  4. 4FeldyArchitecture and construction specialistW24Field-First AI for home servicesProof2Scale3Momentum5Autonomy6Score3.7
  5. 5PairioField technician assistantSp26AI mobile app that helps factory technicians fix broken machinesProof2Scale2Momentum6Autonomy6Score3.6
  6. 6Structured AIArchitecture and construction specialistF25The AI drawing review platform for architects and engineers.Proof0Scale5Momentum4Autonomy6Score3.4
  7. 7MarengoArchitecture and construction specialistS26AI-Native Engineering Firm designing Data CentersProof4Scale1Momentum4Autonomy6Score3.4
  8. 8DraftaidHardware engineerW24Go from 3D models to CAD drawings using AIProof4Scale4Momentum0Autonomy6Score3.3
  9. 9MOVEdotHardware engineerF25AI Agents for Hardware EngineeringProof4Scale4Momentum0Autonomy6Score3.3
  10. 10TorusArchitecture and construction specialistS26Legora for physical engineering firmsProof0Scale3Momentum6Autonomy6Score3.3
  11. 11CarSignalField technician assistantS26The AI Operating System for Auto Shops.Proof2Scale1Momentum6Autonomy6Score3.3
  12. 12Bild AIArchitecture and construction specialistW25AI estimating & detailing for Division 8 doors, frames & hardwareProof2Scale4Momentum2Autonomy6Score3.2
  13. 13Diode Computers, Inc.Hardware engineerS24Automate circuit board design using AIProof0Scale6Momentum2Autonomy6Score3.2
  14. 14autarcArchitecture and construction specialistS24autarc is the agentic OS for energy installers.Proof2Scale5Momentum0Autonomy6Score3.0
  15. 15MorphoAIHardware engineerSp25Software tool for designing robots and machinesProof2Scale3Momentum2Autonomy6Score2.9
  16. 16GroundControlManufacturing engineerSp25Vertical AI for highly-regulated manufacturingProof2Scale3Momentum2Autonomy6Score2.9
  17. 17Navier AIHardware engineerW24Agent-Driven EngineeringProof0Scale5Momentum2Autonomy6Score2.9
  18. 18FrescoArchitecture and construction specialistF24AI copilot for construction estimatorsProof4Scale1Momentum2Autonomy6Score2.9
  19. 19RevionField technician assistantW26Intelligence for Automotive OperationsProof0Scale4Momentum3Autonomy6Score2.8
  20. 20InvertixPlant and infrastructure operatorF26Energy Superintelligence, AI that operates critical infrastructureProof0Scale3Momentum4Autonomy6Score2.8
  21. 21AllooviumArchitecture and construction specialistS26The company brain for construction companiesProof0Scale3Momentum4Autonomy6Score2.8
  22. 22sizelessArchitecture and construction specialistS23The spatial AI to plan, build and maintain the world's infrastructureProof2Scale2Momentum3Autonomy6Score2.8
  23. 23AvoiceArchitecture and construction specialistW26AI-native workspace for AECProof2Scale3Momentum1Autonomy6Score2.7
  24. 24HERAHardware engineerS26We make sure every factory in the world builds without mistakes.Proof0Scale1Momentum6Autonomy6Score2.7
  25. 25RudusArchitecture and construction specialistSp26AI Takeoffs for ConcreteProof0Scale1Momentum6Autonomy6Score2.7
  26. 26SembleArchitecture and construction specialistF25The all-in-one software for integrators.Proof0Scale4Momentum2Autonomy6Score2.6
  27. 27SilimateHardware engineerS23Fast, efficient agents for chip design and debugProof0Scale3Momentum3Autonomy6Score2.6
  28. 28VoltairPlant and infrastructure operatorW26Autonomous Drones for Earth ObservationProof0Scale3Momentum3Autonomy6Score2.6
  29. 29PLAN0 AIArchitecture and construction specialistSp26Construction Cost Intelligence.Proof0Scale2Momentum4Autonomy6Score2.5
  30. 30AtrisaHardware engineerSp26AI Agents for Analog Circuit DesignProof0Scale2Momentum4Autonomy6Score2.5
  31. 31Bucket RoboticsManufacturing engineerS24Defect detection for manufacturing built from CAD and synthetic data.Proof0Scale3Momentum2Autonomy6Score2.3
  32. 32Allus AIManufacturing engineerF25Transforming manufacturing with our next-gen Vision Foundation ModelProof0Scale3Momentum2Autonomy6Score2.3
  33. 33Mbodi AIManufacturing engineerSp25Industrial Robots that Learn and Operate Like HumansProof0Scale3Momentum2Autonomy6Score2.3
  34. 34atopileHardware engineerW24We make tools to design electronics circuit boards with codeProof0Scale3Momentum2Autonomy6Score2.3
  35. 35PhotoniumHardware engineerSp25AI-Powered Optical Consulting & SoftwareProof0Scale3Momentum2Autonomy6Score2.3
  36. 36OuterportHardware engineerS24EDA for Industrial Control SystemsProof0Scale2Momentum3Autonomy6Score2.3
  37. 37Visibl SemiconductorsHardware engineerW26Custom silicon for power electronicsProof0Scale2Momentum3Autonomy6Score2.3
  38. 38Orca AerospacePlant and infrastructure operatorF26AI spacecraft operators that lives onboard the vehicleProof0Scale2Momentum3Autonomy6Score2.3
  39. 39StillwindHardware engineerW25PCB component librarianProof0Scale2Momentum3Autonomy6Score2.3
  40. 40OctaPulseManufacturing engineerW26CV and robotics to automate quality inspection in fish farmsProof3Scale1Momentum1Autonomy6Score2.3
  41. 41Dawn IndustriesManufacturing engineerS26Automatic Diagnosis & Fix for Industrial Automation CellsProof0Scale1Momentum4Autonomy6Score2.2
  42. 42hardware intelligenceHardware engineerS26AI tools for the chips your AI runs onProof0Scale1Momentum4Autonomy6Score2.2
  43. 43KebraField technician assistantS26AI For The Skilled WorkforceProof0Scale1Momentum4Autonomy6Score2.2
  44. 44Salem Robotics IncPlant and infrastructure operatorS26Deploying robots to replace workers in hazardous spacesProof0Scale1Momentum4Autonomy6Score2.2
  45. 45SubVysionArchitecture and construction specialistS26Autonomous rovers to make the ‘Google Maps’ of underground utilitiesProof0Scale1Momentum4Autonomy6Score2.2
  46. 46AdamHardware engineerW25AI Powered CADProof0Scale2Momentum2Autonomy6Score2.0
  47. 47AravoltaPlant and infrastructure operatorSp25Software to monitor, control, and optimize data centers.Proof0Scale2Momentum2Autonomy6Score2.0
  48. 48ArchiLabsArchitecture and construction specialistF24AI Data Center DesignProof0Scale2Momentum2Autonomy6Score2.0
  49. 49BootLoopHardware engineerS25Firmware in minutes, not months - rigorously tested on real hardwareProof0Scale2Momentum2Autonomy6Score2.0
  50. 50AutoSituArchitecture and construction specialistW26The AI operating system for the built worldProof0Scale1Momentum3Autonomy6Score2.0
  51. 51SidekickManufacturing engineerS26AI agent that manages manufacturing operations over textProof0Scale0Momentum4Autonomy6Score1.9
  52. 52Bronco AIHardware engineerS23AI for ASIC Design VerificationProof0Scale3Momentum0Autonomy6Score1.8
  53. 53Roundabout TechnologiesPlant and infrastructure operatorF24Software for AI-powered traffic lightsProof0Scale3Momentum0Autonomy6Score1.8
  54. 54EmbedderHardware engineerS25The Enterprise AI Platform for Embedded SoftwareProof0Scale3Momentum0Autonomy6Score1.8
  55. 55InspectMind AIArchitecture and construction specialistW24AI agent for construction drawings reviewProof2Scale1Momentum0Autonomy6Score1.8
  56. 56Constellation SpacePlant and infrastructure operatorW26AI operating system for mega-scale satellite networks.Proof0Scale2Momentum1Autonomy6Score1.8
  57. 57AviernPlant and infrastructure operatorF26Unmanned airplanes for geospatial intelligenceProof0Scale2Momentum1Autonomy6Score1.8
  58. 58AlkaliArchitecture and construction specialistSp25The smarter way to estimate steel.Proof0Scale1Momentum2Autonomy6Score1.7
  59. 59MacadamiaHardware engineerW25AI Agents for Complex Engineering ProjectsProof0Scale1Momentum2Autonomy6Score1.7
  60. 60Opusense AIArchitecture and construction specialistSp25AI for Field Inspection ReportsProof0Scale1Momentum2Autonomy6Score1.7
  61. 61Aurorin CADHardware engineerW26Claude code for Mechanical EngineersProof0Scale0Momentum3Autonomy6Score1.7
  62. 62ZymblyField technician assistantW26The decision-support layer for aviation ops teams to know what to do…Proof0Scale0Momentum3Autonomy6Score1.7
  63. 63SilogyHardware engineerW24An AI-powered test and debug platform for chip developersProof0Scale2Momentum0Autonomy6Score1.5
  64. 64XTrafficPlant and infrastructure operatorS24Technology for cities to automate and manage their traffic lights.Proof0Scale2Momentum0Autonomy6Score1.5
  65. 65BidflowArchitecture and construction specialistW26AI Takeoffs for ElectricalProof0Scale1Momentum1Autonomy6Score1.5
  66. 66Inviscid AIHardware engineerW26Real-time Physics Simulations for Industrial Facilities & Data CentersProof0Scale1Momentum1Autonomy6Score1.5
  67. 67REV1Hardware engineerW26Claude Code for Mechanical EngineersProof0Scale1Momentum1Autonomy6Score1.5
  68. 68SigmanticAIHardware engineerS25The Cursor for Chip Design - Delivering Silicon-Ready Chip Designs…Proof0Scale1Momentum0Autonomy6Score1.2
  69. 69DartboardField technician assistantW25AI-native remote operations center for hardware fleetsProof0Scale1Momentum0Autonomy6Score1.2
  70. 70HelonicArchitecture and construction specialistF25Automatic Construction Drawing Clash DetectionProof0Scale1Momentum0Autonomy6Score1.2
  71. 71HilstartHardware engineerS26Autonomous Hardware TestingProof0Scale0Momentum1Autonomy6Score1.2

Markets in Engineering and industry

Each market is one job. Its page ranks the agents that do it.

Data as of 3 Oct 2026. The score uses public evidence only. Read the methodology · Missing an agent? Submit it

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