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UBSEvidenceLab
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23June2025
Tesla,Inc.
TheTeslaRobotaxiNetworkopportunity
Investorfocusonrobotaxiishigh.WithTeslalaunchingtheirfirstrobotaxiserviceinAustin,investorfocusontheautonomousride-hailingopportunityisveryhigh.Assuch,wetakealookattheopportunity.Net,ifallgoesaccordingtoplan(technology,regulatory,buildingandscalinganetwork,etc.)theopportunitycanbesignificant-potentiallya2.3mmvehiclefleetby2040generating~$200bninrevenue.Recall,ElonMuskindicatedthatautonomyisoneoftwo(alongwithhumanoidrobots)maindriversofthestock’slong-termvalue.WhileTeslaappearstobewellpositioned,webelievetheopportunityisalreadypricedintothestock.Webuiltoutourrobotaximodelandbelievetheopportunityisworth~$99/sharewhichwhenconsideringotherpartsofTSLA'sbusiness,stillleavesuscautiousonTSLA'soverallvaluation.
Teslaisuniquelypositionedforanallrobotaxiservice.Thisisduetotheirverticalintegrationofautonomousstackandvehicle,alongwithrunningtheirowntransportationnetworkcompany(TNC).Inthisnote,welayoutaplausiblecaseforhowTesla’sUSrobotaxiservicecangrowandwhatitcouldlooklikeby2040.Thatsaid,TSLA'sinitialrobotaxiservicemaystartsmall/limitedincluding:10-20vehicles,geo-fenced,employees/inviteonly,safetymonitors,tele-operations.But,thisisn’tdifferentfromhowotherautonomousridehailingservicesstarted.Webelieveit’sprudentforTeslatobeginoperationsthiswaybeforescaling.Despitelimitedinitialoperations,startingtheservicecanhelpTeslacontroltherobotaxinarrativewhilealsodrawingmoreinvestorinterestandfocustothisopportunity,whichcouldbuoythestock.Note:whilewedetailourassumptionsinside,wecaveatthatalotofassumptionsneedtobemadeandwhencombinedwithalongevaluationperiod,thisincreasesthevariabilityofoutcomes.Pleasereachoutforourmodeltoinputyourownassumptions.
Robotaxisimulation.Togiveaglimpseintowhatarobotaxiworldcouldlooklike,UBSEvidenceLabtookrealNYCTLCdataandsimulatedarobotaxifleet.Seep.20.
Valuation:RaisingPTto$215from$190.Ourrobotaximodelyieldsavalueof~$350bnor~$99/share(assumingsuccessfultech,execution,regulation),abovethethe~$225bn($64/share)wepreviouslyassignedtothebusiness.However,webelievethecore“traditional”autobusinessmaybeworthonly$25/shareandEnergy~$19/share.Thatwouldstillleave~$180/shareor~$630bnlefttojusttoexplainthecurrentstockprice(notevenconsideringunderwritinganinvestment).Wecurrentlyassign$250bntotheTeslapremium(whichincludesotheroptionalityincludingHumanoidRobots),whichisinlinewiththe2-year“unidentified”premiumaverage.Ournew$215PTisbasedon90xour2026EPSestimate(vs.80xprior),roughlyinlinewiththe+1st.dev.avg.ThisissupportedbyourSOTPwhichincludesournewupdatedrobotaxiassumptions.
Equities
UnitedStates
AutomobileManufacturers
12-monthrating
Sell*
12mpricetarget
US$215.00
Prior:US$190.00
Price(20Jun2025)
US$321.87
RIC:TSLA.OBBG:TSLAUS
Tradingdataandkeymetrics
52-wkrangeUS$479.86-182.58
Marketcap.US$1,036b
Shareso/s3,218m(COM)
Freefloat86%
Avg.dailyvolume('000)125,391
Avg.dailyvalue(m)US$36,398.7
Commons/hequity(12/25E)US$79.0bP/BV(12/25E)13.0x
NetdebttoEBITDA(12/25E)NM
EPS(UBS,diluted)(USD)
12/25E
From
To
%ch
Cons.
Q1
0.27
0.27
0
0.27
Q2E
0.47
0.43
-8
0.44
Q3E
0.36
0.34
-6
0.49
Q4E
0.45
0.45
2
0.61
12/25E
1.54
1.48
-3
1.91
12/26E
2.38
2.44
2
2.83
12/27E
3.13
2.89
-8
3.71
JosephSpak
Analyst
joseph.spak@
+1-212-7133089
AlejandroNuno
AssociateAnalyst
alejandro.nuno@
+1-212-7133886
GabrielGonzales
AssociateAnalyst
gabriel.gonzales@
+1-212-7134866
Highlights(US$m)
12/22
12/23
12/24
12/25E
12/26E
12/27E
12/28E
12/29E
Revenues
81,462
96,773
97,690
86,699
102,214
118,772
141,573
172,396
EBIT(UBS)
15,216
10,703
9,075
5,357
9,358
11,299
14,975
19,924
Netearnings(UBS)
14,143
10,884
8,005
5,232
8,620
10,234
13,241
17,476
EPS(UBS,diluted)(US$)
4.07
3.12
2.29
1.48
2.44
2.89
3.73
4.91
DPS(net)(US$)
0.00
0.00
0.00
0.00
0.00
0.00
0.00
0.00
Net(debt)/cash
19,086
23,864
28,350
31,146
33,924
38,326
45,924
57,063
Profitability/valuation
12/22
12/23
12/24
12/25E
12/26E
12/27E
12/28E
12/29E
EBIT(UBS)margin%
18.7
11.1
9.3
6.2
9.2
9.5
10.6
11.6
ROIC(EBIT)%
64.0
32.2
21.3
11.4
18.2
19.7
23.7
28.9
EV/EBITDA(UBScore)x
41.8
39.8
44.2
79.3
56.3
48.5
39.4
31.6
P/E(UBS,diluted)x
64.4
69.6
NM
NM
NM
NM
86.3
65.5
EquityFCF(UBS)yield%
0.2
(0.3)
(0.5)
0.2
0.3
0.4
(0.3)
0.0
Dividendyield(net)%
0.0
0.0
0.0
0.0
0.0
0.0
0.0
0.0
Source:Companyaccounts,LSEGEikon,UBSestimates.Metricsmarkedas(UBS)havehadanalystadjustmentsapplied.Valuations:basedonanaveragesharepricethatyear,(E):basedonasharepriceofUS$321.87on20-Jun-202515:42:21EDT
ThisreporthasbeenpreparedbyUBSSecuritiesLLC.*Exceptiontocoreratingbands;SeeRequiredDisclosuressection.ANALYSTCERTIFICATIONANDREQUIREDDISCLOSURES,includinginformationontheQuantitativeResearchReviewpublishedbyUBS,beginonpage36.UBSdoesandseekstodobusinesswithcompaniescoveredinitsresearchreports.Asaresult,investorsshouldbeawarethatthefirmmayhaveaconflictofinterestthatcouldaffecttheobjectivityofthisreport.Investorsshouldconsiderthisreportasonlyasinglefactorinmakingtheirinvestmentdecision.
Tesla,Inc.23June2025ab2
Contents
Robotaxi(AutonomousRideHailing)Landscape
3
TeslaNetworkRevenueDrivers
7
TeslaNetworkExpenseFactors
9
ValuingtheTeslaNetwork
13
Valuation
16
Appendix:Additionalanalyses
18
OverviewofUBSEvidenceLabRobotaxiSimulation
20
HowdoestheUBSEvidenceLabrobotaxisimulationwork? 23
JosephSpak
Analyst
joseph.spak@
+1-212-7133089
AlejandroNuno
AssociateAnalyst
alejandro.nuno@
+1-212-7133886
GabrielGonzales
AssociateAnalyst
gabriel.gonzales@
+1-212-7134866
PatrickHummel,CFA
Analyst
patrick.hummel@
+41-44-2395254
Tesla,Inc.UBSResearch
Tesla,Inc.23June2025ab3
Robotaxi(AutonomousRideHailing)Landscape
Toofferarobotaxiservice,threebroadcategoriesofofferingsareneeded:
1.Theautonomousvehicle(AV)stack.Thisconsistsofbothsoftware(the"brains"-perception,decisionmaking,etc.)andthehardware(computeandsensorssuchascameras,radars,lidars,digitalradars,maps,etc.).Clearly,forarobotaxiservicetobecomeareality,thetechnologymustworkandbeextraordinarilysafe.Inthisnote,weareassumingthatthetechnologycontinuestoimproveandgetstolevelswheretheservicecanscaleandbecomeareality,thoughclearlythetimelineonwhichthisoccurscanbevariable.Wearealsoassuminganyregulatoryhurdlesarecleared
2.Thevehicle.Todate,thisismostlyadaptationsofcurrentproductionvehicles,butinthefuture,therecouldbepurposebuiltvehiclesforAVridehailing(andultimately,webelievemultipleformfactorsfordifferentusecaseswillbeneeded).
3.Thetransportationnetworkcompany(TNC).Simplyput,thisisthenetworkthatmatchesridehailingdemandwithridehailingsupply.
Figure1:SelecttaxonomyoftheUSrobotaxiecosystem
USRobotaxiEcosystem
Vehicle
Producer
Tesla
GM
Ford
Stellantis
Toyota
AVStack
TransportationNetworkCo.
Tesla
Waymo
Mobileye
Wayve
MayMobility
Zoox
Nuro
Tesla
Uber
Lyft
WaymoOne
Zoox
Honda
Nissan
VW
Hyundai/Kia
JLR
VerticallyIntegratedRelationship
Zoox
OtherOEMs
Source:Companyreports,UBSResearch
Thereareotherareasneededsuchasfleetmaintenance,remoteortele-operations,charging,etc.Thereisonemorelargecategorywhichisthefleetowner.Weseparatethisoutbecauseinourview,whoownsthefleetdictatesthebusinessmodel.
TherobotaxiBusinessModel
Asrobotaxisarestillverynascent,thebusinessmodelforrobotaxisisnotyetfullydefinedandwillcontinuetoevolve.It'spossiblethatmultiplebusinessmodelsdevelop,especiallyifmultiplescalableAVsolutionscometomarket.Inourview,thebusinessmodelsaredelineatedbya)howverticallyintegratedacompanyisontheabove3broadcategories(AVstack,vehicle,TNC),andb)whoownstheAVfleet.
AVStackandVehicle
Lookingatthefirsttwocategoriesoftherobotaxilandscape,thedeveloperoftheAVstackcansellorlicensetheirstacktoanautomaker.TheymayalsobeabletonegotiateapertripfeefortheuseofthetechnologyinanAVride-hailenvironment.IftheAVstackdeveloperisverticallyintegratedwiththevehiclemaker,thedevelopmentofthestackbecomesacostthevehiclemakermustbear,butthevehiclesellercanchargeafeetothevehicleownerforuseofthetechnology(monthly,annually,perride,etc.).
ThebusinessmodelforsellingavehiclewithanAVstackisverysimilartotoday(thoughend-customersmayvary,i.e.fleetsvs.consumers).Ifthevehicleproducersacquirethe
Tesla,Inc.23June2025ab4
AVstackfroma3rdparty,theirabilitytochargetheownerfortheAVofferinglikelydependsontheiragreementwithsaidstackprovider,butwecanimagineamonthly/annualfee.TheverticallyintegratedAVstack/vehicleproviderwillbeabletochargethevehicleownerforuseoftheAVtechnology.
Whoownsthefleet?
FromtheperspectiveoftheTNCbusinessmodel.TNC'swillneed"on-the-ground"operationsthatcouldinvolveitemslikecharging/fueling,cleaning,maintenance,customersupport,etc.,thoughmanyoftheseoperationscouldalsobeoutsourcedorhandledbypartners.Themoreimportantvariableforthebusinessmodel,inourview,dependsonwhoownsthefleetofAVs.TherearetwoalternativesfortheAVfleetowner:1)TheTNCownsthefleet;2)Fleetowners(companiesand/orindividuals)"contribute"theirAVstothefleetandruntheirAVsontheTNC.Thesetwodifferentpathsresultindifferentbusinessmodelswithadifferentsetofrevenueopportunitiesandcost.
1.TNCownstheAVfleet.Thisisthe"assetheavy"model.TheTNCgetstokeep100%oftheriders'fares(grossbookings)butbearsallthecostsassociatedwithowning,operating,maintainingtheAVs.
2."Contributed"AVfleet.Thisisthe"assetlight"model.FromtheTNC'sperspective,thislooksverysimilartothecurrenthuman-driverTNC,wherecostsareoffloadedtothevehicleowner/driverandtheTNCcollectsa"takerate"orpercentageofeveryride.
Broadly,fromtheTNCperspective,therevenueandearningsopportunityislargeronadollarbasisunderthe"owned"fleet,butthemargin%islower.Inthe"contributedfleet",therevenueopportunityislower,butthemarginsarehigherandthebusinessmodelcouldlookmore"SaaS"like.
Figure2:Theautonomousride-hailingbusinessmodelwillbedefinedbywhoownsthefleet
Transportation
NetworkCompany
“Whoownsthefleet?”
Fleet(TNC)Owned
Collects“takerate”fromAVonnetwork(assetlight)
ContributedFleet
Collectsallrevenuefrom
ride
Responsibleforallcosts,
maintenanceofvehicle
Paysa“takerate”toTNC(if
notsamecompany
Source:UBSResearch
Thusfar,wehaveseenrobotaxicompaniesexploreavarietyofdifferentinitialbusinessmodels.Forinstance,Waymo,whowebelieveisthemostestablishedplayerinthemarket,hastheirownsoftwarestackandplacesthaton3rdpartyvehicles(Jaguarsfornow,butinthefutureHyundaiandZeekrvehicleshavebothbeenannounced).Fornow,Waymoownsthefleetofvehicles.ButwhenitcomestotheTNC,insomemarkets(SF,LA),theyoperatetheirownWaymoOneTNC.Inothermarkets(Austin,Atlanta),they(will)operateexclusivelyonUber.Instillothermarkets(Phoenix),thevehiclesrunonboththeWaymoOneserviceandUber.ItappearstousthatWaymoisexperimentingwiththebusinessmodel.ThisisfurthersupportedbyAlphabetCEOSudarPichai’scommentsonthe1Q25earningscallwherehestated:“Therearefutureoptionalityaroundpersonalownershipaswell.”Tous,thissuggestsselling/licensingtheirsoftware/hardwarestackto3rdpartyOEMswhowouldthensellvehicleswithWaymotech.Thiscouldenableavehiclewith"two-modes"onethatallowstheownertodrivetheirownvehicleif/whentheywantandonethatallowsthevehicletodriveautonomouslywhen
Tesla,Inc.23June2025ab5
ina"WaymoZone"orcontributeittoaTNCthatoperatesWaymo(againwhereWaymooperates).
OtherplayerssuchasMobileye,Wayve,andMayMobilityappeartobelookingtogettheirtechnologyon3rdpartyvehicles(assetlight)andthenthosevehicleson3rdpartyTNCs.Zooxhasdevelopedtheirownsoftware/hardwarestack,vehicle,andlookstoberunningtheirownTNCservicefornow.
Hybridmodels
Human/AVhybrid
Earlyon,especiallyforexistingTNCs,webelievetherecouldbehybridhuman/robotaxifleets.FortheAVfleet,usagewillbelimitedbytheoperationaldesigndomain(ODD).Simplyput,theLevel4autonomousclassificationrobotaxiswillonlyworkinacertainsetofconditions(geography,weather,etc.).SoiftheAVfleetdoesn'tyetgoonhighwaysortoanareathatisnotservicedbytheAV,analternativetostillusethatTNCisneeded.Further,humanfleetshaveamuchgreaterdiversityofvehicleformfactors(fornow)thatanindividualtripmayrequire(e.g.UberXL,UberXXL,UberBlack,etc.).SoanexistingTNCwilllikelystartoutwithahuman/AVhybridmodel.
ThecurrentTNCmodelhasflexible,dynamicsupply.Whendemandislower,thecost(lowerutilization)istakenonbythedriver.Naturally,onecanassumemanydriversmaygooffthenetworkduringlowdemandperiods(sincetheyareindependentcontractorsandmaketheirownhours).IfdemandishigherandiftheTNCneedstogetmoresupplyonthenetwork,theycanincentivizethedriverstodoso.
AsUbershowedintheir4Q24earningscallandautonomousvehicleprimer,ridesharingdemandishighlyvariablethroughtheweek,andthroughtheyear.
Figure3:Ridesharedemandishighlyvariablebytimeofday,week,seasonandgeography
Source:Ubercompanyreports
However,AVs,ifownedbytheTNC,arefixedsupply.Demandisstillhighlyvariable.ThatmeaningfullyimpactstheutilizationoftheAV.ThismeansthatwhenaTNCaddsrobotaxistotheirnetwork,thisfixedsupplyiscompetingwiththeflexiblesupply.Assuch,aTNCmayprefertohavealow,baselevelofAVs,perhapssomethingatorbelowtroughlevelsofdemand,andthenusehumandrivers(inthishybridmodel)tosupplementanddealwithpeakloads.Thisviewwasechoedby
UberCEODara
KhosrowshahiInani
nterviewwithStratechery'sBenThompson
:"You’regoingtoneedabaselayerthat’llbeAV,andthenyou’regoingtoneedvariabilitytomeethighdemandperiods,andthatwillbeultimatelywethinkahybridnetworkofAVsandhumans."
Inourview,thishuman/AVtensioncouldconceptuallylimitadoptionofAVsintraditionalTNCs.
Tesla,Inc.23June2025ab6
Owned/contribution(all-AV)hybrid
ForanAVexclusiveTNC,weseefleetsstartingoutasnear100%ownedbytheTNC,butgravitatingtowardsahybridowned/contributedmodelovertime.ItisthroughthislensthatTeslamaycurrentlybeuniquelypositionedversusotherplayers.Ourthinkingisverymuchinlinewiththis
postfromventurecapitalistReillyBrennan
.
WhatisuniqueaboutTesla,beingtheonlymajorplayerthatissellingpersonallyownedvehiclesandofferingarobotaxisolution,isthattheycanservethemarketwiththebaselayerofrobotaxis,andthensupplementhigherlevelsofdemandwiththefleet/personallyownedTeslavehiclesbyallowingthem(orincentivizingthem)tojointheTeslanetworktomatchsupplytodemand.ThislimitsTesla’sdirectexposuretoperiodsoflowerutilization.
WhileitmaybepossibleforindividualTesla(orotherAV)ownerstoputtheirvehiclesonaTNC,weseethisevolvingmoretowardsthedomainoffleetcompanies.Fleetcompanieswillbebetterequippedtomanage,maintainandservicetheAVs.Thismaybesimilartohowtherehasbeenmore"professionalization"ofhostpropertiesonAirbnb(fromindividualownership)overtime.WealsoseethepotentialforREIT-likestructurestoemergetoownandmanageAVfleets.
TheTeslaNetwork
Aswesurveythelandscapewelaidoutabove(andadmittedlytakingforgrantedfactorssuchasthetechworks,anetworkcanbebuilt,therearenoregulatoryhurdlesandconsumersadoptthetechnology,etc.),Tesladoesappeartobeuniquelypositionedforarobotaxiservice.TeslahasdevelopedtheirownsoftwarestackandhasstatedtheywanttoruntheirownTNCwhichwearecalling"TheTeslaNetwork".Webelievethattheywillinitiallyownallthecars.Goingforward,inourview,atleastinmajorareasitislikelythattheywillcontinuetoneedtoowncarstoserviceabaselevelofdemand.Overtime,weexpect“individuals”,likelyfleetbusinesseswhowillown,maintainandservicethevehicles,topurchaseTeslavehiclesandplacethemontheTeslaNetwork.OurvisionfortheTeslaNetworkisthehybridowned/contributedmodelwedescribeabove.
ThiscreatestwodifferentpathsontheTeslaNetwork,eachwithadifferentlooking"P&L”.
●ForTeslaownedvehicles,Teslawouldgetalltherevenueassociatedwiththeride,orwhatTNC’scall“grossbookings”.Butthentheywouldincurtheassociatedcostssuchas,depreciation,insurance,maintenance,parking/tolls,cleaning,charging,teleoperators,etc.
●Forpersonal/fleetownedcontributedvehicles,Teslawouldgettherevenuefromsellingthevehicle,amonthly/annualfeeforaccesstoFSD,andthena“take-rate”ontheride.WewouldonlyconsidertherevenuedirectlyrelatedtotheTeslaNetworktobethe“take-rate”(thevehicleandFSDrevenuewouldflowtoautomotive).Sothissideofthebusinessmodelislikelylowerrevenue/ride,buthighermargin.
Infollowingsections,welayoutaplausiblecaseforhowweseetheTeslaNetworkdevelopingoverthenext15years.Wecaveatthattherearealotofassumptionsneededtobemadewhich,whencombinedwithanelongatedperiodoftimeweareevaluating,canleadtoagreatvariabilityofoutcomes.NOTE:Wedetailourbasecaseassumptionsforrevenueandcosts.Again,westressthatthisiswhataplausiblescenariocouldlookliketous.Ifyou'dliketoflextheseassumptions,youcanrequestourmodeltodoso.
Tesla,Inc.23June2025ab7
Tesla,Inc.UBSResearch
TeslaNetworkRevenueDrivers
FleetSize
Forthisexercise,weestimatethatTesla’sfleetofvehiclesintheirrobotaxiservicecouldgrowto2.3mmvehiclesby2040.Withinthat,webelieveinitiallyallvehicleswillbeTeslaowned.Overtime,webelievefleetoperators(andpersonallyownedTesla’s)canbeaddedtothefleet.Inourmodel,weforecastthepercentofnewvehiclesaddedtotherobotaxifleetownedbyTeslatotrenddownto~30%by2040,whichbringsdowntheamountofTeslaownedvehiclesinthefleet~40%by2040.Notewebelievetheremaybe~2mmUber/LyftdriversintheUStoday.Wewouldexpectthisnumbertogrowasridesharing"takesshare"andwemustalsoconsiderothertaxiservices.Butimplicitly,thisvisionofthefutureassumesthatsuchaservice,ifsuccessful,couldbegintoeatintopersonalvehicleownership,particularlyinurbanareas.
Figure4:By2040,weestimateTeslaNetworkvehiclescouldgrowto~2.3mmrobo-taxisintheUS
AverageTSLARobotaxiFleetSize
FLeetSize(mm)
2.5
2.0
1.5
1.0
0.5
0.0
2.3
2.1
1.9
1.7
1.4
1.2
1.0
0.9
0.7
0.5
0.4
0.2
0.0
0.1
20272028202920302031203220332034203520362037203820392040
Source:UBSe
Figure5:Overtime,weexpectconsumerownedvehiclestomakeupthemajorityofthefleet
Teslaowned
FleetMix
Contributedfleet
100%
10%
17%
90%
80%
70%
23%29%
36%39%43%45%
48%50%53%
56%58%59%
60%
50%
83%
90%
77%71%
40%
64%61%57%55%52%50%
30%
47%44%42%41%
20%
10%
0%
20272028202920302031203220332034203520362037203820392040
Source:UBSe
Again,whatisuniqueaboutTeslaistheyaretheonlymajorplayerthatisproducingtheirownvehicles(andabletosellthemtoconsumers)thatmayalsobeabletoofferarobotaxisolution.Thisallowsthemtoserveamarketwiththebaselayerofrobotaxisandthensupplementhigherlevelsofdemandwiththefleet/personallyownedTeslarobotaxisbyallowingthem(orincentivizingthem)tojointheTeslanetworktomatchsupplytodemand.ThislimitsTesla’sdirectexposuretoperiodsoflowerutilization.OtherTNCswouldhavetorelyonabaselayerofAVs,supplementedbyhumandriverstomeetvariabledemand.Butthiscouldcreatetensionforhumandrivers.GivenweexpectTeslavehiclestobeexclusivetotheTeslaNetwork,thiswouldalsolimittheabilityofotherTNCstogo"allAV",atleastuntilthereareadditional3rdpartyAVsthatindividuals/companiescancontributetothefleetthusallowingthoseTNCstomimicabase"owned"AV,variable"contributedAV"model.
Milespercarandutilization
Weassumeeachrobotaxidrivesfor8hours/dayatanaveragespeedof25miles/hour.Thisequatesto200miles/day/vehicle.Weassumethat(atthetotalTeslaNetworklevel),utilizationstartsoutat50%,growingto70%by2040(therewillalwaysbesome“deadhead”milesdriven(milesdrivenbythevehiclewithoutapassenger,ornonrevenue-generating).Weassumethatthevehiclesareoperable350daysoutoftheyear(~2weeksofmaintenance/downtime).Thistranslatestoanaveragevehicledriving~35krevenuegeneratingmilesperyear(initially)to~49krevenuegeneratingmilesperyearby
2040.Note:thetotalnumberofmilesbeingdrivenannuallyis~70k.
AttheTeslaNetworklevel,theexerciseshows~164bnpassengermilesdrivenonthenetworkby2040.
Tesla,Inc.23June2025ab8
Figure6:Overtime,weseetheconsumerownedfleetoutweighingtheTeslaownedfleetinmilesdriven
AnnualPassengerMilesDriven(bn)TeslaOwnedContributedfleet
180
160
140
120
100
80
60
40
20
0
20272028202920302031203220332034203520362037203820392040
Source:UBSe
Figure7:Notallmileagewillbeutilizedtransportingpassengersastherewillalwaysbe"dead-head"miles.However,wemodelutilizationtoimproveovertime
%Utilization
80%
70%
70%
60%
65%65%
60%60%60%
55%55%55%55%50%50%50%50%
50%
40%
30%
20%
10%
0%
20272028202920302031203220332034203520362037203820392040
Source:UBSe
TeslaNetworkrevenuepermile
Weassumethattherevenue(orcosttotheconsumer)willstartoutat$3/mile.Fornow,wekeepthatflatthroughouttheforecast.Thepricepermilecoulddecreaseascostscomedownandifrobotaxiserviceshitacertainlevelofscaleorifthereisadditionalcompetition.Thecostcouldincreaseifcompetitiondoesn'tdevelopand/orifconsumersarewillingtopayaforapremiumservice/experience.
●FortheTeslaownedvehicles,this$/mileratetimestheTeslaownedpassengermilesistheirrevenue.By2040,thiswouldsuggest~$143bningrossbookingswhichwouldalsobethestraightTeslarevenue.
●Fornon-Teslaownedbutcontributedvehicles,thepassengermilestimesthatratewouldsuggestgrossbookingsof$202bnby2040(so~$345bnintotalTeslaNetworkgrossbookings).However,weassumea30%takewhichbringsTeslaNetworkrevenuefromthesevehiclesto~$61bnin2040.
●TotalTeslaNetworkrevenuein2040is$203bn.
Figure8:Weforecastfleetgrossbookingstoreachnearly~$350bnin2040...
AnnualGrossBookings(bn)#TeslaOwnedaContributedfleet
400
350
300
250
200
150
100
50
0
20272028202920302031203220332034203520362037203820392040
Source:UBSe
Figure9:...whichwouldtranslateto~$200bnin2040revenue,acrossbothTeslaownedandcontributedvehicles
AnnualRevenue(bn)TeslaOwnedContributedfleet
250
200
150
100
50
0
2
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