The Agent Benchmark

‹ Plant and infrastructure operator agents

Constellation Space

AI operating system for mega-scale satellite networks.

constellation.space

1.8Score#773 of 999 agents#8 of 10 in Plant and infrastructure operator
Visit siteCompare

Why it ranks #773

Constellation Space, an AI plant and infrastructure operator from YC W26, ranks #773 of 999 AI agents and #8 of 10 in Plant and infrastructure operator, with a score of 1.8 of 10. Data as of .

The score adds four parts, each 0 to 10, by weight. Every point comes from public evidence. How scoring works ·

  1. Proof

    Do customers use it? 30% of the score

    0

    No public claims of customers or revenue yet.

    Not found: revenue or growth (+4), named customers (+3), a customer result (+2), a customer count (+2), work done at scale (+2)

  2. Scale

    Is there a real company behind it? 30% of the score

    2

    4 people.

    • +2
      4 people on its YC page3 or 4 people

    Not found: funding round in its news (+3)

  3. Momentum

    Is it shipping and growing now? 25% of the score

    1

    Shows a new batch.

    • +1
      New: YC Winter 2026

    Not found: launch YC post in the last 6 months (+3), open roles on YC (+2), new traction claim in the last 6 months (+2), funding news in the last year (+2)

  4. Autonomy

    How much of the job does it do on its own? 15% of the score

    6

    Supervised agent: takes actions in other systems; a person approves key steps.

    • +6
      Level 2 of 4: Supervised agentTakes actions in other systems; a person approves key steps.
    What the model read
    • Acts in other systems: 85% likely
    • Finishes whole tasks: 43% likely
    • Calls itself an agent: 3% likely

    Level 2: Takes actions in other systems; a person approves key steps.

About Constellation Space

Constellation Space is building the autonomous infrastructure layer for the next generation of space networking. As satellite constellations rapidly scale from hundreds of nodes to tens of thousands, traditional ground-based orchestration fundamentally breaks down. ConstellationOS bridges this gap by providing zero-intervention network handoffs, predictive thermal load-balancing, and sub-second optical routing.

Our founding team spent years building and operating satellite systems at SpaceX, Blue Origin, and NASA. We started Constellation to solve the problem we kept running into: reactive monitoring doesn't scale.

Read more

We are building the sub-second routing protocols and hyperscale load-balancing infrastructure that will manage the future of off-world telecommunications and compute.

hello@constellation-io.com

Founders

Launches and news

  1. News16 Mar 2026Meet The New Y-Combinator Startups Poised To Change Tech
  2. Launch YC12 Jan 2026Constellation — The Operating System for SpaceWe're building AI for satellite mission assurance.
  3. News21 Nov 2025Startup Radar: Meet 5 new early stage tech companies in Seattle – GeekWire

Alternatives in Plant and infrastructure operator

The top Plant and infrastructure operator agents by score, with Constellation Space in its place.

  1. 1EdviroPlant and infrastructure operatorS26AI That Operates Energy InfrastructureProof4Scale1Momentum8Autonomy6Score4.4
  2. 2InvertixPlant and infrastructure operatorF26Energy Superintelligence, AI that operates critical infrastructureProof0Scale3Momentum4Autonomy6Score2.8
  3. 3VoltairPlant and infrastructure operatorW26Autonomous Drones for Earth ObservationProof0Scale3Momentum3Autonomy6Score2.6
  4. 4Orca AerospacePlant and infrastructure operatorF26AI spacecraft operators that lives onboard the vehicleProof0Scale2Momentum3Autonomy6Score2.3
  5. 5Salem Robotics IncPlant and infrastructure operatorS26Deploying robots to replace workers in hazardous spacesProof0Scale1Momentum4Autonomy6Score2.2
  6. 8Constellation SpacePlant and infrastructure operatorW26AI operating system for mega-scale satellite networks.Proof0Scale2Momentum1Autonomy6Score1.8

All 10 Plant and infrastructure operator agents →

↑ ↓ to move · Enter to open