Leading score68.00 % lower
Verified AI benchmark
IIHS Real-World Safety — Crash Rate Reduction Leaderboard
IIHS real-world safety comparison of Waymo driverless operation with human drivers in matched locations/periods; score is percent lower police-reportable crash involvement per mile.
Semantic classUnclassified
CategoryAutonomous Driving DirectionHigher is better
Version2026 IIHS study Verified entities1
How to interpret this leaderboard
What this benchmark does—and does not—measure
This leaderboard preserves the benchmark's own metric, source and test date. Results are comparable only within the same benchmark definition and semantic class; missing data is never treated as a zero.
Method & source
- Unit
- % lower
- Results
- 1
- Latest test
- Jul 23, 2026
- Distinct source links
- 1
Entities at top score1
Evidence freshnessJul 23, 2026
Verified results
IIHS Real-World Safety — Crash Rate Reduction rankings
Only the latest verified result for each listed entity is shown. Equal scores receive the same displayed rank.
| Rank | Model / Tool | Score | Tested | Evidence |
|---|---|---|---|---|
| #1 | Waymo One | 68.00% lower | Jul 23, 2026 | Insurance Institute for Highway Safety (IIHS) |
What to keep in mind
A benchmark is one evidence signal, not a universal product verdict. Test conditions, benchmark versions, source methodology and date can all affect interpretation. Compare shared benchmarks and current product evidence before making a model or tool decision.
Why dates and sources are shown
AI Orbit retains the source and tested date for each verified result so readers can judge whether evidence is current enough for their use case. Older evidence is not silently presented as a new test.