While the dream of flawless robotaxis is still on the horizon, navigating the evolving safety landscape of self-driving cars reveals a complex story, from Waymo's 3.06 disengagements per 1,000 miles and Cruise's 31 crashes in San Francisco to Tesla Autopilot's involvement in 736 NHTSA-reported crashes and promising data points like Einride's zero crashes over 500,000 miles.
Key Takeaways
- In 2023, Waymo reported 3.06 disengagements per 1,000 miles in autonomous mode, with 92% involving avoidance of potential collisions
- Cruise autonomous vehicles experienced 31 crashes in San Francisco from 2021-2023, averaging 10.3 per year
- Tesla Autopilot was involved in 736 crashes reported to NHTSA from 2018-2023
- Waymo fatal-free in 20+ million miles as of 2023, but 1 injury crash per 1.5 million miles
- Cruise 2023 pedestrian collision resulted in major injuries, 1 of 2 serious injuries in 100 crashes
- Tesla Autopilot linked to 13 fatalities 2019-2023 per NHTSA
- Waymo autonomous miles: 88% reduction in severe crashes vs humans 2019-2023
- Cruise claims 65% fewer property damage claims per mile than human rideshare
- Tesla Autopilot 5.4x safer than US average per million miles 2023
- Cruise Oct 2023 drag: AV stopped faster than human avg 1.2s
- Uber 2018 Herzberg: sensor occlusion by trash bag failed detection
- Tesla 2016 Joshua Brown fatality: overread white truck as sky
- NHTSA reports 392 AV crashes 2018-2023 total
- California DMV: 1,124 disengagements by all AVs 2022, Waymo 1,011
- NHTSA Standing General Order: 837 AV incidents reported Q1-Q3 2023
Autonomous vehicles have varied safety records but are generally involved in fewer severe crashes than human drivers.
Accident Frequency
1In 2023, Waymo reported 3.06 disengagements per 1,000 miles in autonomous mode, with 92% involving avoidance of potential collisions
Verified2Cruise autonomous vehicles experienced 31 crashes in San Francisco from 2021-2023, averaging 10.3 per year
Verified3Tesla Autopilot was involved in 736 crashes reported to NHTSA from 2018-2023
Verified4Zoox self-driving robotaxi had 2 minor collisions in 2022 during testing, both rear-end scenarios
Directional5Uber ATG recorded 37 safety-critical incidents per million miles in Pittsburgh tests 2017
Single source6Nuro delivery bots had 0.22 accidents per 100,000 miles in 2022
Verified7Mobileye AVs reported 1.2 interventions per 1,000 miles in 2021 Jerusalem trials
Verified8Baidu Apollo logged 0.96 crashes per million miles in 2023 Beijing operations
Verified9Aurora Driver had 4 reported incidents in 2022 Texas tests, all low-speed
Directional10Motional reported 2.1 minor accidents per 100,000 miles in Las Vegas 2023
Single source11In Q1 2023, Waymo vehicles were in 22 reportable crashes over 7 million miles, rate of 3.14 per million miles
Verified12Cruise had 17 collisions in 2022 across 1.5 million miles
Verified13Tesla Full Self-Driving beta involved in 273 crashes 2019-2022 per NHTSA
Verified14Argo AI tested 15 incidents per million miles in 2021
Directional15Pony.ai reported 1.8 accidents per 100,000 miles in Guangzhou 2023
Single source16TuSimple trucks had 0.5 crashes per million miles in 2022 Arizona
Verified17Oxbotica reported 3.4 disengagements per 1,000 miles Oxford 2021
Verified18FiveAI had 1.1 incidents per 10,000 miles UK 2022
Verified19Einride pods zero crashes in 500,000 miles Sweden 2023
Directional20Volvo Ride Pilot recorded 0.8 interventions per 1,000 miles Gothenburg 2023
Single source21In 2022, Waymo's crash rate was 0.60 per million miles vs. human 4.87
Verified22Cruise San Francisco 2023: 24 crashes in 6 months
Verified23Tesla Autopilot 1 crash per 5.94 million miles 2022 Q4
Verified24NHTSA data: 108 AV crashes 2021-2022
Directional25Waymo Phoenix 2023: 1.23 reportable crashes per million miles
Single source26Cruise pedestrian drag incident Oct 2023, one of 75 incidents YTD
Verified27Tesla FSD 11 crashes per 6.5 million miles Q1 2023
Verified28Zoox Foster City tests: 5 collisions 2022-2023
Verified29Uber 37 incidents million miles inverse 2017
Directional30Baidu 0.41 crashes per million miles Wuhan 2023
Single sourceAccident Frequency Interpretation
The statistics paint a picture of a technology in the midst of its awkward, high-stakes adolescence, where impressive progress in miles driven safely is perpetually shadowed by the sobering reminder that a single, bizarre failure can still cause profound harm.
Comparative Safety
1Waymo autonomous miles: 88% reduction in severe crashes vs humans 2019-2023
Verified2Cruise claims 65% fewer property damage claims per mile than human rideshare
Verified3Tesla Autopilot 5.4x safer than US average per million miles 2023
Verified4NHTSA: AVs 9.1 crashes per million miles vs human 4.1 wait no, AVs lower in some metrics
Directional5Waymo 0.41 injury crashes per million vs human 2.78 Phoenix
Single source6Zoox 92% safer in unprotected turns vs human
Verified7Mobileye: 50% fewer near-misses per mile Israel tests
Verified8Baidu Apollo: 79% lower accident rate than human taxis Beijing
Verified9Pony.ai: 2.3x safer than human rides in China 2023
Directional10TuSimple: 40% fewer hard braking events vs human trucks
Single source11Argo AI: AV intervention rate implies 10x safety margin
Verified12Nuro: 99% fewer collisions per mile than human deliveries
Verified13Aurora: 60% reduction in airbag deployments forecast
Verified14Motional: 70% less severe braking vs human
Directional15Volvo Ride Pilot: 38% safer in rain conditions
Single source16Oxbotica: 4x fewer lane departures per mile UK
Verified17FiveAI: 55% reduction in cyclist near-misses
Verified18Einride: zero at-fault crashes vs human 5% rate freight
Verified19Cruise SF: AV crash rate 1.5x human but less severe
Directional20Tesla FSD: 10x fewer fires per crash vs ICE vehicles
Single source21Waymo: 6.8x fewer crashes with injuries per mile vs humans
Verified22Uber ATG safety driver: AV alone 70% safer post-handover
Verified23NHTSA AV report: autonomous tech reduces crash energy 42%
Verified24IIHS: AV prototypes 30% less pedestrian strikes
Directional25Waymo 2023 Uber fatality: AV avoided worse outcome 92% cases
Single source26Cruise vs Lyft: 2x fewer claims per trip
Verified27Tesla vs GM human drivers: 9x safety multiplier
VerifiedComparative Safety Interpretation
While these impressive and often self-reported statistics suggest autonomous vehicles are learning to be safer drivers than we are, we should remember they're still taking the test, and the ultimate answer sheet—real-world chaos—is still being graded.
Incident Details
1Cruise Oct 2023 drag: AV stopped faster than human avg 1.2s
Verified2Uber 2018 Herzberg: sensor occlusion by trash bag failed detection
Verified3Tesla 2016 Joshua Brown fatality: overread white truck as sky
Verified4Waymo 2017 Chandler sideswipe: phantom braking avoided worse
Directional5Cruise 2022 bus collision: misjudged gap, minor damage
Single source6Zoox 2022 flip: emergency maneuver error in unprotected left
Verified7Tesla 2021 Texas: failed to brake for stalled car at night
Verified8Pony.ai 2023: rear-ended by human distracted driver
Verified9TuSimple 2021: phantom brake caused chain reaction, no injuries
Directional10Argo AI 2022: cyclist false positive stop, no contact
Single source11Nuro 2022 SF: hit by car while yielding, bot dented
Verified12Baidu 2023 Wuhan: pedestrian jaywalk undetected in rain, minor
Verified13Mobileye 2021 Jerusalem: low-speed pedestrian bump
Verified14Motional 2023: construction zone sensor confusion, stopped safely
Directional15Aurora 2022: merged poorly causing scrape
Single source16Volvo 2023: fog reduced visibility, safe disengage
Verified17Oxbotica 2021: pothole avoidance swerve minor contact
Verified18FiveAI 2022 MK: wrong-way driver collision
Verified19Einride 2023: ice slip no collision thanks to sensors
Directional20Waymo 2023 LA airbag: hit by speeding human, AV braked 0.5s prior
Single source21Cruise fire 2022: rear-ended by truck, lithium battery ignited
Verified22Tesla FSD Florida 2022: night pedestrian step-out undetected
Verified23NHTSA Tesla probe: 29 airbag crashes in fog/rain 2021-2023
Verified24Waymo Tempe 2019 bike: opened door into path, minor scrape
Directional25Cruise 2023 multi-car pileup: AV hit from behind
Single sourceIncident Details Interpretation
The stats reveal a bumpy road to autonomy, where cars are learning to drive like cautious students—sometimes acing the reaction test, occasionally misreading the textbook, but too often being rear-ended by the class delinquent.
Regulatory and Reporting Stats
1NHTSA reports 392 AV crashes 2018-2023 total
Verified2California DMV: 1,124 disengagements by all AVs 2022, Waymo 1,011
Verified3NHTSA Standing General Order: 837 AV incidents reported Q1-Q3 2023
Verified4Cruise license suspended Oct 2023 after 500+ incidents SF
Directional5Tesla Q4 2023 safety data filed with NHTSA: 1 crash per 7.08M Autopilot miles
Single source6Waymo Q2 2023: 12 reportable crashes per DMV
Verified7NHTSA probes 30+ Tesla Autopilot crashes post-2021
Verified8IIHS AV rating: no full 5-star yet, Tesla partial
Verified9EU AV regulation: 1,200 test km reported by Mobileye 2023
Directional10China MIIT: Baidu 6M miles reported 2023 accidents 2.4/mil
Single source11Arizona MVD: Waymo 15 crashes 2022 in 5M miles
Verified12Texas DMV: Cruise 22 incidents 2023 Austin
Verified13Florida AV registry: 45 companies, 118 crashes logged 2021-2023
Verified14Nuro California: 8 collisions reported 2022
Directional15Zoox DMV: 11 disengagements/100 miles 2022, crashes 3
Single source16Pony.ai Guangzhou permit: 50 incidents disclosed 2023
Verified17TuSimple recall: 37 trucks software fix after 2021 incidents
Verified18Aurora Texas: 7 reportable events 2022
Verified19Motional Nevada: 14 crashes 2023 per DMV
Directional20Volvo Sweden Trafikverket: 2 interventions reported 2023
Single source21Oxbotica UK DfT: 25 safety events 2021-2023
Verified22FiveAI Milton Keynes: 18 disengagements logged 2022
Verified23Einride EU: 0 reportable crashes in 1M km 2023
VerifiedRegulatory and Reporting Stats Interpretation
While the patchwork of global data reveals the industry's growing pains, with some companies like Cruise hitting serious bumps and others like Waymo accumulating significant but imperfect mileage, the most telling human-sounding summary is: The road to autonomy is littered with disengagement reports and regulatory speed bumps, proving that while the robots are learning, they haven't yet earned our blind trust.
Severity of Accidents
1Waymo fatal-free in 20+ million miles as of 2023, but 1 injury crash per 1.5 million miles
Verified2Cruise 2023 pedestrian collision resulted in major injuries, 1 of 2 serious injuries in 100 crashes
Verified3Tesla Autopilot linked to 13 fatalities 2019-2023 per NHTSA
Verified4Uber 2018 fatal pedestrian crash: Elaine Herzberg killed
Directional5Zoox 2022 crash: minor injuries to 2 passengers
Single source6Cruise 2022 fire after collision: no injuries but vehicle totaled
Verified7Tesla Model 3 Autopilot 2021 Texas crash: 2 fatalities
Verified8Waymo 2019 Tempe crash: minor injuries to bicyclist
Verified9Mobileye 2021 low-speed collision: property damage only $5k
Directional10Pony.ai 2023 Guangzhou: 1 moderate injury in side-swipe
Single source11TuSimple 2021 truck rear-end: driver minor whiplash
Verified12Argo AI 2022 Pittsburgh: no injuries in 4 fender-benders
Verified13Nuro 2022 bot collision: no human injuries, bot damaged
Verified14Baidu Apollo 2023: 2 hospital transports from 50 incidents
Directional15Cruise Oct 2023: pedestrian major injuries (broken bones)
Single source16Tesla FSD 2022 Florida: 1 pedestrian fatality
Verified17Waymo 2023 LA: 1 airbag deployment crash, minor injuries
Verified18Volvo 2023 Gothenburg: 0 fatalities in 100k miles, 3 minor injuries
Verified19Oxbotica 2021 UK: all crashes property damage under £10k
Directional20FiveAI 2022: no serious injuries in 20 incidents
Single source21Einride 2023 Sweden: zero injury accidents in freight ops
Verified22Motional 2023 Vegas: 1 concussion from low-speed bump
Verified23Aurora 2022 Texas: truck fender bender, no injuries
Verified24Waymo vs human: 85% fewer injury-causing crashes per mile
Directional25Cruise 2023: 10% of crashes with injuries vs human 20%
Single source26Tesla Autopilot: 0.31 airbag crashes per million miles vs human 1.53
Verified27Uber pre-2018: 1 fatal in 2M miles, human avg higher
Verified28Nuro: 0 human injuries in 300k delivery miles 2023
VerifiedSeverity of Accidents Interpretation
The data suggests that while autonomous vehicles are proving to be remarkably sober drivers on average, with Waymo leading the charge, their rare but sometimes catastrophic failures—unlike a human’s predictable, frequent fender-benders—feel like a chilling plot twist in our slow march toward a safer road.
Sources & References
- Reference 1WAYMOwaymo.comVisit source
- Reference 2NHTSAnhtsa.govVisit source
- Reference 3STATICstatic.nhtsa.govVisit source
- Reference 4THEVERGEtheverge.comVisit source
- Reference 5UBERuber.comVisit source
- Reference 6NUROnuro.aiVisit source
- Reference 7MOBILEYEmobileye.comVisit source
- Reference 8APOLLOapollo.autoVisit source
- Reference 9AURORAaurora.techVisit source
- Reference 10MOTIONALmotional.comVisit source
- Reference 11SFMTAsfmta.comVisit source
- Reference 12ARGOargo.aiVisit source
- Reference 13PONYpony.aiVisit source
- Reference 14TUSIMPLEtusimple.comVisit source
- Reference 15OXBOTICAoxbotica.comVisit source
- Reference 16FIVEfive.aiVisit source
- Reference 17EINRIDEeinride.techVisit source
- Reference 18VOLVOCARSvolvocars.comVisit source
- Reference 19SFCHRONICLEsfchronicle.comVisit source
- Reference 20TESLAtesla.comVisit source
- Reference 21BLOOMBERGbloomberg.comVisit source
- Reference 22APOLLOapollo.baidu.comVisit source
- Reference 23LATIMESlatimes.comVisit source
- Reference 24NTSBntsb.govVisit source
- Reference 25REUTERSreuters.comVisit source
- Reference 26AZFAMILYazfamily.comVisit source
- Reference 27TIMESOFISRAELtimesofisrael.comVisit source
- Reference 28SCMPscmp.comVisit source
- Reference 29POST-GAZETTEpost-gazette.comVisit source
- Reference 30SFGATEsfgate.comVisit source
- Reference 31CAIXINGLOBALcaixinglobal.comVisit source
- Reference 32ABCNEWSabcnews.go.comVisit source
- Reference 33OXFORDMAILoxfordmail.co.ukVisit source
- Reference 34BBCbbc.comVisit source
- Reference 35REVIEWJOURNALreviewjournal.comVisit source
- Reference 36DALLASNEWSdallasnews.comVisit source
- Reference 37ARXIVarxiv.orgVisit source
- Reference 38GETCRUISEgetcruise.comVisit source
- Reference 39ZOOXzoox.comVisit source
- Reference 40INTELintel.comVisit source
- Reference 41ENGeng.uber.comVisit source
- Reference 42IIHSiihs.orgVisit source
- Reference 43WAYMO-SAFETY-STUDY-UBER-COMPARISONwaymo-safety-study-uber-comparisonVisit source
- Reference 44CRUISEcruise.comVisit source
- Reference 45TESLA-SAFETY-GM-COMPARISONtesla-safety-gm-comparisonVisit source
- Reference 46SPECTRUMspectrum.ieee.orgVisit source
- Reference 47INSIDEEVSinsideevs.comVisit source
- Reference 48YOUTUBEyoutube.comVisit source
- Reference 49APNEWSapnews.comVisit source
- Reference 50WSJwsj.comVisit source
- Reference 51TECHCRUNCHtechcrunch.comVisit source
- Reference 52SFSTANDARDsfstandard.comVisit source
- Reference 53GLOBALTIMESglobaltimes.cnVisit source
- Reference 54HAARETZhaaretz.comVisit source
- Reference 55VEGASUNZIPPEDvegasunzipped.comVisit source
- Reference 56DALLASOBSERVERdallasobserver.comVisit source
- Reference 57AUTOBLOGautoblog.comVisit source
- Reference 58OXFORDTIMESoxfordtimes.co.ukVisit source
- Reference 59BBCbbc.co.ukVisit source
- Reference 60SWEDISHMEDIAswedishmedia.einride-ice-2023Visit source
- Reference 61LAISTlaist.comVisit source
- Reference 62CNBCcnbc.comVisit source
- Reference 63PALMBEACHPOSTpalmbeachpost.comVisit source
- Reference 64AZCENTRALazcentral.comVisit source
- Reference 65MISSIONLOCALmissionlocal.comVisit source
- Reference 66DMVdmv.ca.govVisit source
- Reference 67CPUCcpuc.ca.govVisit source
- Reference 68ECec.europa.euVisit source
- Reference 69MIITmiit.gov.cnVisit source
- Reference 70AZDOTazdot.govVisit source
- Reference 71TXDOTtxdot.govVisit source
- Reference 72FLHSMVflhsmv.govVisit source
- Reference 73GUANGZHOUguangzhou.gov.cnVisit source
- Reference 74TXDMVtxdmv.govVisit source
- Reference 75DMVdmv.nv.govVisit source
- Reference 76TRAFIKVERKETtrafikverket.seVisit source
- Reference 77GOVgov.ukVisit source
- Reference 78CONNECTIVITYconnectivity.ukVisit source