How we know what we publish.
The indices
Each index scores one kind of thing and lives on its own page. There is no combined total.
| Index | Measures | Page | Phase |
|---|---|---|---|
| Embodied reasoning | Embodied vision-language models | Models | Phase 1 |
| Robot policy | VLA policies on arms and in simulation | Models | Phase 2 |
| World model | Video and action-conditioned world models | Models | Phase 2 |
| Hardware | Humanoids, hands, joints: rated vs measured | Robots | Phase 2 |
| Deployment maturity | Makers' production, deliveries, commercial traction | Robots | Phase 1 |
| Components | Hands, joints, reducers, screws, motors, sensors, e-skin, arms | Components | Phase 1 |
Evidence grades
| Grade | Meaning | Example | Shown |
|---|---|---|---|
| E1 Verified | Verified | We saw it, measured it, or found a checkable record (site visit, our test, public tender award, registry change) | Public |
| E2 Filed | Filed | A document with legal liability (prospectus, exchange filing, annual report) | Public |
| E3 Corroborated | Corroborated | At least two independent first-hand sources agree; sources never named | Public conclusion |
| E5 Company-stated | Company-stated | The company's own claim with no outside support | Public, labeled |
| Third-party est. | Third-party estimate | An analyst or media estimate; the firm is named | Public, labeled |
Data older than 90 days drops one grade or is marked as possibly stale. Two claims from the same source never count as corroboration.
Sample size
At a 50% success rate, the 95% confidence interval is about:
| Trials | ± points |
|---|---|
| 20 | 22 |
| 50 | 14 |
| 100 | 10 |
Every result shows its interval. If we cannot afford enough trials, we do not publish the ranking.
Independence
- No company can pay to change its rank or to review results before publication.
- Paid custom tests never change a company's public score; the method is the same for everyone.
- Every commercial or personal relationship is disclosed on the relevant page.
- Errors are corrected in public, with a dated log.
Disclosures
Data pending
Corrections log
No corrections yet.