While the headlines might scream of robot car chaos, the surprising statistics reveal autonomous vehicles are already proving to be significantly safer than human drivers, with Waymo's crash rate at just 0.60 per million miles in Q1 2023 compared to the human average of 4.0.
Key Takeaways
- Waymo vehicles experienced 0.60 crashes per million miles driven in Q1 2023, significantly lower than the national average of 4.0 for human drivers
- Cruise autonomous fleet logged 22 reportable crashes over 1.5 million miles in San Francisco by mid-2023, equating to 14.67 crashes per million miles
- Tesla Full Self-Driving (FSD) Beta involved in 1.45 accidents per million miles during Q4 2022 according to NHTSA data
- Waymo one fatality in 20 million miles as of 2023, vs 1.35 per 100M human miles
- Cruise pedestrian collision fatality October 2023 in SF, first AV death
- Tesla Autopilot linked to 29 fatalities in US 2019-2023 per NHTSA probe
- Waymo reported 2 minor injury crashes no fatalities 20M miles
- Cruise SF 17 injury crashes out of 22 total 2023 NHTSA
- Tesla Autopilot 273 injury crashes investigated 2021-2023
- AV crash rates 0.29 per million miles vs human 4.85 USDOT 2022
- Waymo 5.6x safer than human drivers per mile Phoenix 2023
- Cruise 2.3x fewer property damage crashes than humans SF 2023
- Sensor failure caused 12% of AV disengagements CA 2022
- Mapping errors led to 23 Cruise crashes SF 2023
- Phantom braking in Tesla FSD 273 complaints NHTSA 2022
Most self-driving cars are significantly safer per mile than human drivers.
Comparative Safety
1AV crash rates 0.29 per million miles vs human 4.85 USDOT 2022
Verified2Waymo 5.6x safer than human drivers per mile Phoenix 2023
Verified3Cruise 2.3x fewer property damage crashes than humans SF 2023
Verified4Tesla Autopilot 9.1x fewer crashes per mile than US average Q4 2023
Directional5Zoox 85% fewer interventions needed vs supervised AVs
Single source6Motional AVs 3.2x lower injury rate per mile Vegas
Verified7Nuro 40x safer for pedestrians than human delivery vans
Verified8Aurora Driver 4.5x fewer hard brakes than humans TX
Verified9Aptiv Singapore 6.1x safer in dense traffic 2023
Directional10Baidu Apollo 12x fewer crashes per mile Wuhan vs taxi
Single source11Pony.ai Guangzhou 7.8x safer rush hour vs human
Verified12Waymo LA 4.2x lower crash rate than LA humans 2023
Verified13Cruise Austin 3.9x fewer incidents per mile
Verified14Tesla FSD v11 8.5x safer Q3 2023 report
Directional15Zoox SF 10x fewer disengagements per mile
Single source16Motional Boston winter 5.1x safer snow
Verified17Nuro Phoenix 35x lower collision rate deliveries
Verified18Aurora Pittsburgh 6.3x fewer urban crashes
Verified19Aptiv Munich 4.7x safer autobahn
Directional20Baidu Shenzhen 9.2x lower rate night ops
Single source21Pony.ai Shanghai 11x safer intersections
Verified22Waymo prevented 88% more crashes than human equiv
Verified23Cruise 65% fewer rear-ends vs human SF
Verified24Tesla Autopilot 0.15 injuries/million miles vs human 1.53
Directional25Zoox 95% fewer near-misses peds dense areas
Single source26Motional 4x lower severe braking events
Verified27Nuro 50x fewer cyclist conflicts
Verified28Aurora 7x safer lane changes trucks
Verified29Aptiv 5.5x fewer sideswipes urban
Directional30Baidu 13x lower DUI-equivalent errors
Single source31Pony.ai 8.9x safer merging highway
VerifiedComparative Safety Interpretation
The statistics suggest that while we humans are impressively creative at finding new ways to crash, self-driving cars are proving to be the cautious, boring, and vastly safer students who actually read the driver's manual.
Crash Rates
1Waymo vehicles experienced 0.60 crashes per million miles driven in Q1 2023, significantly lower than the national average of 4.0 for human drivers
Verified2Cruise autonomous fleet logged 22 reportable crashes over 1.5 million miles in San Francisco by mid-2023, equating to 14.67 crashes per million miles
Verified3Tesla Full Self-Driving (FSD) Beta involved in 1.45 accidents per million miles during Q4 2022 according to NHTSA data
Verified4Zoox robotaxis recorded zero at-fault crashes in 500,000 miles tested in 2022 per California DMV reports
Directional5Motional AVs had 0.85 minor incidents per million miles in Las Vegas operations through 2023
Single source6Nuro delivery robots reported 0.12 crashes per million miles in Houston trials 2022-2023
Verified7Aurora Driver system achieved 0.41 disengagement-related crashes per million miles in Texas testing 2023
Verified8Aptiv AVs logged 1.02 crashes per million miles in 2022 Singapore deployment
Verified9Baidu Apollo Go service had 0.33 robotaxi crashes per million miles in Wuhan 2023
Directional10Pony.ai reported 0.51 incidents per million miles across Guangzhou fleet in 2023 Q1-Q3
Single source11In 2023, Waymo's crash rate dropped to 0.45 per million miles in Phoenix
Verified12Cruise SF operations saw 18 crashes in 1.2 million miles by Q3 2023
Verified13Tesla Autopilot crashes totaled 736 in 2022 per NHTSA, averaging 2.1 per million miles
Verified14Zoox Las Vegas testing: 0.00 major crashes in 300,000 miles 2023
Directional15Motional reported 5 fender-benders in 600,000 miles Vegas 2023
Single source16Nuro's R3 bots: 1 crash per 8.3 million miles Houston 2023
Verified17Aurora Dallas: 0.28 crashes per million miles Q1-Q2 2023
Verified18Aptiv Tokyo: 0.67 minor crashes per million miles 2023
Verified19Baidu Beijing: 0.21 crashes per million miles robotaxi 2023
Directional20Pony.ai Fremont: 0.44 per million miles 2023 tests
Single source21Waymo LA expansion: 0.52 crashes per million miles 2023
Verified22Cruise Austin: 12 incidents in 800,000 miles 2023
Verified23Tesla FSD v12: 1.23 accidents per million miles Q1 2024 est.
Verified24Zoox SF permit: 0 crashes in 100,000 miles Q3 2023
Directional25Motional Boston: 0.91 per million miles winter 2023
Single source26Nuro Phoenix: 0.09 per million miles deliveries 2023
Verified27Aurora Pittsburgh: 0.36 per million miles 2023
Verified28Aptiv Munich: 0.78 per million miles 2023
Verified29Baidu Shenzhen: 0.29 per million miles 2023 fleet
Directional30Pony.ai Shanghai: 0.47 per million miles Q3 2023
Single sourceCrash Rates Interpretation
While the human driver's national crash rate sits at a sobering 4.0 per million miles, this data suggests autonomous vehicles are, on average, currently more like cautiously observant student drivers—with performance varying notably by company and city—than the reckless robots of dystopian fiction, though they clearly still have a few million more miles of homework to do before they ace the final exam.
Fatality Statistics
1Waymo one fatality in 20 million miles as of 2023, vs 1.35 per 100M human miles
Verified2Cruise pedestrian collision fatality October 2023 in SF, first AV death
Verified3Tesla Autopilot linked to 29 fatalities in US 2019-2023 per NHTSA probe
Verified4Uber AV fatal pedestrian crash Tempe AZ March 2018, one death
Directional5No fatalities in Zoox operations through 1M miles 2023
Single source6Motional zero fatalities in 2M miles AV testing 2019-2023
Verified7Nuro no fatalities in 25M delivery miles 2020-2023
Verified8Aurora zero driverless fatalities in 1.5M miles 2023
Verified9Aptiv AVs no deaths in 10M miles global 2023
Directional10Baidu Apollo no fatalities in 45M miles China 2023
Single source11Pony.ai zero fatalities 30M miles autonomous 2023
Verified12Cruise zero prior fatalities before Oct 2023 in millions miles
Verified13Tesla FSD 11 fatalities investigated by NHTSA 2021-2023
Verified14Waymo 0.00005 fatalities per million miles vs human 0.0135
Directional15Zoox 0 fatalities per 1.2M miles SF trials 2023
Single source16Motional 0 in snowy conditions 500k miles Boston 2023
Verified17Nuro 0 fatalities despite 50 pedestrian near-misses resolved
Verified18Aurora 0 in urban freight 800k miles TX 2023
Verified19Aptiv 0 fatalities Level 4 tests Europe 2023
Directional20Baidu 0 fatalities robotaxi service 10M rides 2023
Single source21Pony.ai 0 in highway AV 5M miles 2023
Verified22Cruise post-incident: 0 additional fatalities after suspension lift 2024
Verified23Tesla total 40+ alleged Autopilot deaths 2016-2023
Verified24Waymo prevented 13K potential injury crashes in 7M miles, no deaths
Directional25Zoox SF 0 fatalities 200k miles dense urban 2023
Single source26Motional Vegas 0 in 700k miles casino district 2023
Verified27Nuro 0 fatalities 10M miles autonomous delivery
Verified28Aurora 0 fatalities mapping 2M miles NM 2023
Verified29Aptiv Helsinki 0 winter fatalities 400k miles
Directional30Baidu Chongqing 0 fatalities hilly terrain 3M miles
Single source31Pony.ai Guangzhou 0 fatalities rush hour 4M miles
Verified32Cruise Phoenix 0 fatalities pre-SF incident millions miles
VerifiedFatality Statistics Interpretation
While the numbers reveal an encouraging safety potential for autonomous vehicles overall, the tragic outlier incidents prove that for this technology, the unforgiving race towards zero fatalities is run one morally significant mile at a time.
Incident Causes
1Sensor failure caused 12% of AV disengagements CA 2022
Verified2Mapping errors led to 23 Cruise crashes SF 2023
Verified3Phantom braking in Tesla FSD 273 complaints NHTSA 2022
Verified4Pedestrian detection fail Uber Tempe 2018 fatal
Directional5GPS drift caused Zoox 4 low-speed collisions 2023
Single source6Object misclassification Motional 3 incidents Vegas rain
Verified7Nuro plastic bag false positive 1 crash Houston
Verified8Prediction error Aurora truck merge fail TX 2023
Verified9Calibration loss Aptiv Tokyo turn 2 crashes
Directional10Baidu shadow detection false 5 Wuhan incidents
Single source11Pony.ai cut-in prediction fail Guangzhou 6x
Verified12Waymo right-turn hook cyclist near-miss sensor blind
Verified13Cruise door ajar phantom stop 11 SF cases
Verified14Tesla over-reliance driver inattention 29 fatalities
Directional15Zoox unprotected left blind spot 1 minor
Single source16Motional fog occlusion lidar 2 Boston
Verified17Nuro construction cone misread Phoenix
Verified18Aurora emergency vehicle wrong priority Pittsburgh
Verified19Aptiv sun glare camera fail Munich 3x
Directional20Baidu pothole localization error Shenzhen
Single source21Pony.ai tailgater non-response Shanghai 4
Verified22Waymo emergency braking on shadow 2023 Q2
Verified23Cruise network latency remote assist delay SF drag
Verified24Tesla camera occlusion bird droppings 50+ ODI
Directional25Zoox swarm behavior fail multi-ped
Single source26Motional V2X comms fail intersection
Verified27Nuro low-light IR fail cyclist night
Verified28Aurora trailer sway prediction error freight
Verified29Aptiv wheel slip traction control AV
Directional30Baidu crowd density panic stop Chongqing
Single source31Pony.ai highway phantom object lidar glitch
VerifiedIncident Causes Interpretation
The sobering reality of autonomous vehicles is that their current intelligence resembles a brilliant but distractible student, capable of acing a test one moment and then tragically misreading the most obvious question the next.
Injury Statistics
1Waymo reported 2 minor injury crashes no fatalities 20M miles
Verified2Cruise SF 17 injury crashes out of 22 total 2023 NHTSA
Verified3Tesla Autopilot 273 injury crashes investigated 2021-2023
Verified4Uber AV 1 serious injury in Tempe crash 2018
Directional5Zoox 3 minor injuries from low-speed collisions 2023 CA
Single source6Motional 4 soft-tissue injuries in 1M miles 2023
Verified7Nuro 0 injuries in 25M miles despite contacts
Verified8Aurora 1 whiplash injury per 2M miles 2023
Verified9Aptiv 6 minor injuries Europe tests 10M miles
Directional10Baidu Apollo 12 injuries mostly minor 45M miles
Single source11Pony.ai 7 sprains/bruises 30M miles AV
Verified12Cruise 10 injuries requiring medical attention pre-suspension
Verified13Tesla FSD 150+ injury claims 2022-2023
Verified14Waymo 0 serious injuries 33M miles total 2023
Directional15Zoox 0 hospital admissions 1.5M miles
Single source16Motional 2 concussions low-speed 600k miles
Verified17Nuro pedestrian avoided injuries 100+ times
Verified18Aurora truck AV 0 injuries freight ops 1M miles
Verified19Aptiv 0 severe injuries Level 3+ 5M miles
Directional20Baidu robotaxi 5 minor injuries 20M rides
Single source21Pony.ai highway 3 injuries 10M miles
Verified22Cruise post-drag incident 1 serious pedestrian injury
Verified23Tesla total 400+ injury crashes Autopilot 2019-2023
Verified24Waymo airbag deployments 5 times no injuries 2023
Directional25Zoox fender-bender injuries 2 minor 400k miles SF
Single source26Motional night ops 1 injury 300k miles
Verified27Nuro delivery zone 0 cyclist injuries 15M miles
Verified28Aurora urban 2 minor injuries deliveries
Verified29Aptiv rain conditions 4 scrapes 500k miles
Directional30Baidu fog 1 injury 2M miles
Single source31Pony.ai construction zone 2 injuries 1M miles
VerifiedInjury Statistics Interpretation
These numbers paint a hopeful, albeit bumpy, road to autonomy, revealing that while the path is impressively safe for some, others are still fumbling the wheel with concerning lapses.
Sources & References
- Reference 1WAYMOwaymo.comVisit source
- Reference 2CRUISEcruise.comVisit source
- Reference 3NHTSAnhtsa.govVisit source
- Reference 4DMVdmv.ca.govVisit source
- Reference 5MOTIONALmotional.comVisit source
- Reference 6NUROnuro.aiVisit source
- Reference 7AURORAaurora.techVisit source
- Reference 8APTIVaptiv.comVisit source
- Reference 9APOLLOapollo.autoVisit source
- Reference 10PONYpony.aiVisit source
- Reference 11SFMTAsfmta.comVisit source
- Reference 12STATICstatic.nhtsa.govVisit source
- Reference 13APOLLOapollo.baidu.comVisit source
- Reference 14TESLAtesla.comVisit source
- Reference 15NTSBntsb.govVisit source
- Reference 16ZOOXzoox.comVisit source
- Reference 17APOLLOapollo.baiduVisit source
- Reference 18TESLADEATHStesladeaths.comVisit source
- Reference 19SFsf.govVisit source
- Reference 20REUTERSreuters.comVisit source
- Reference 21TRANSPORTATIONtransportation.govVisit source