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Independent humanoid-robot metrics · Xodexa
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Marine / Underwater Robot Leaderboard

2 robots · ranked by MARMX
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#RobotStatusAutonomy DoFPayloadSpeed Conf.MARMX
1 commercial task-autonomous 5.1 m/s medium 80.3
2 commercial task-autonomous medium 57.9

Best underwater robots in 2026: who leads and why

Surveyor by Saildrone is the highest-scoring underwater robot on the MARMX in 2026, at 80.3 out of 100 — 22.4 points clear of Voyager by Saildrone (57.9).

The leaders share a strength: Surveyor on commercial readiness & deployment (100.0) and Voyager on commercial readiness & deployment (99.0). The MARMX weights mobility & locomotion (30%), autonomy & intelligence (25%) and hardware & engineering (25%) above the rest, so a lead there is worth more than the same lead elsewhere.

Frequently asked questions

What is the best underwater robot in 2026?

On the MARMX, Surveyor by Saildrone scores highest, at 80.3 out of 100. Voyager (57.9) follow. Scores are computed from published specifications and deployments, each checked against at least two independent sources.

How are underwater robots ranked here?

By the Marine Metric (MARMX), a 0–100 composite of autonomy & intelligence (25%), manipulation & dexterity (8%), mobility & locomotion (30%), hardware & engineering (25%) and commercial readiness & deployment (12%), normalised against reference scales specific to underwater robots. The weights are published and the scores are reproducible from public specifications.

Reading the table. MARMX is the weighted composite (0–100) for this category, normalised against marine / underwater-specific reference scales. “Autonomy” shows the demonstrated mode — teleoperated systems are capped low regardless of hardware. “Conf.” is the data-confidence grade for that robot's specs. Click any row for the full breakdown and sources.
These rankings are not comparable across categories. Each category has its own index, its own pillar weights and its own reference scales, so a score of 71 on the MARMX and a score of 71 on another leaderboard answer different questions. Only autonomy and commercial readiness are scored from ladders that mean the same thing everywhere. Why →