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P3
CHARGINGSUCCESSRATE
CHARGINGSUCCESSRATE(CSR)
Keymetricmeasuringthesuccessrateofchargingsessionsfromtheuserperspective
Authors(P3):LukasSchriewer,RafaelDulinski
Co-authors(NationalCentreforChargingInfrastructure):RonHemmerling,MaikSchumacherP3incooperationwiththeNationalCentreforChargingInfrastructure
Osnabrück/Berlin,24March2026
二LEITSTELLE
NationalCentre
forChargingInfrastructure
1
CHARGINGSUCCESSRATE
TableofContents
1.StatusQuo2
1.1.PubliccharginginGermany:Transitionfromtheearlyadopter
markettotheearlymassmarket2
1.2.Morethanjustuptime:Whyuserexperiencerequiresnew
metrics3
1.3.Technicalavailabilityvs.actualchargingsuccess:Insightsfrom
practicalexperience(P3fieldtests)4
2.ChargingSuccessRate(CSR)–Concept6
3.ChargingSuccessRate(CSR)–KPIDefinition8
3.1.ChargingSuccessRate(CSR)8
3.2.AuthenticationSuccessRate(ASR)11
3.3.TransactionSuccessRate(TSR)12
4.SummaryandOutlook14
ListofAbbreviations16
AuthorsofthisPaper17
Contact18
2
CHARGINGSUCCESSRATE
1.StatusQuo
1.1.PubliccharginginGermany:Transitionfromtheearlyadopter
markettotheearlymassmarket
Iftheramp-upofelectricmobilityand,withit,anationwidetransitiontoclimate-neutralmobilityaretosucceed,auser-friendlyandfullyfunctioningcharginginfrastructureecosystemisimportant.ElectricmobilityhasreachedasignificantscaleinGermany:
around2millionbatteryelectricvehiclesarenowonGermanroads(asof01/2026;source:KBA).Thisprogressnotonlymarksthesuccessoftechnologicalinnovationsandpoliticalsupportmeasuresbutalsorepresentsasignificantmilestoneinthetransformationofthemobilitysector.
Alongsidetheincreaseinelectricvehicles,theavailabilityofcharginginfrastructureisalsodevelopingdynamically.Alonghighways,mainroads,andinurbanareasattheroadside,thenumberofpubliclyaccessiblechargingpointshasrisentoaround187,000inGermany(asof12January2026;source:Bundesnetzagentur.de).Publiclyaccessiblecharginginfrastructureiscomplementedbyprivateandsemi‑private(non‑publiclyaccessible)charginginfrastructureatretailsites,parkingfacilities,workplacesandresidentiallocations.Thisdiversityofcharginginfrastructureisessentialtoaddressdifferentchargingneedsandtoensurecomprehensivecoverage.
TheGermanelectricmobilitymarketisenteringadecisivephaseforthesuccessfultransitionfromearlyadoptertoearlymassmarket.Theinternallycommissionedproject“ChargingInfrastructureintheMassMarket”oftheNationalCentreforChargingInfrastructure,carriedoutbyUSCALEonthebasisofthe“PublicChargingStudy”of2024,hasonceagainclearlyshownthatchargingproblemsarenotuncommon.Problemsinclude,amongotherthings,difficultiesinstartingthechargingtransactionaswellasinterruptionsduringthechargingtransaction.Aselectricmobilitytransitionsintothemassmarket,requirementsforuser-friendlinessand,inparticular,forthereliabilityofthecharginginfrastructureareincreasing.Tobuildtrustamongnewusergroupsandincreaseacceptance,charginginfrastructureinGermanymustnotonlybewidelyavailable,butalsotechnicallyreliable,intuitivetouse,andtransparentlyaccessible.
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CHARGINGSUCCESSRATE
1.2.Morethanjustuptime:Whyuserexperiencerequiresnew
metrics
Technicalavailability(oftenreferredtoas“uptime”)hasbecomeanestablishedindicatorforassessingreliabilityinthecharginginfrastructureindustry.InEuropeanfundingprogrammesaswellasinnationalregulations,targetvaluesof97%to99%uptime(source:ChargeUpEurope–Understanding“Uptime”intheEVChargingIndustry:TowardsaCommonMethodology,09/2024)areincreasinglybecomingstandard.
Despitethewidespreaduseof“uptime”,thereisstillnouniform,cross‑countrydefinitionorcalculationlogicfortheuptimeKPI.Themethodsusedcanvarydependingontheproviderandsystem,makingcomparisonsdifficultandlimitingitsinformativevalue.
Moreover,uptimefocusesexclusivelyonthetechnicaloperationalreadinessofthecharginginfrastructure.Itdoesnottakeintoaccountwhetherachargingattemptcanactuallybecarriedoutsuccessfullyfromtheuser’sperspective.Incertaincases,achargingstationisclassifiedasfullyavailableeventhoughthechargingtransactioncannotbestarted,forexampleduetointeroperabilityissuesbetweentheelectricvehicle,thechargingstation,ortheChargePointOperator(CPO)backendsystem.
Thisdiscrepancybetweentechnicalavailabilityandactualusabilityisnotcapturedbytheuptimemetric.Ananalysisofmorethan20,000in‑fieldchargingtestsinEuropeshowsthatthesuccessrateofchargingsessionsfromauserperspectiveoverthepast24monthswasonlybetween80%and86%–significantlybelowtheidealisedvalueof99%(source:Power2DriveEuropeConference2024,P3,ImportanceofInteroperabilityforReliabilityofPublicHigh-PowerCharging).
Tocomprehensivelyassesstheactualuser-friendlinessandreliabilityofcharginginfrastructure,awiderperspectiveisrequired.Beyondtechnicalavailability,theevaluationmustconsidertheentireuserinteractionatthechargingstation–fromthesuccessfulstarttothesuccessfulcompletionofachargingsession.
P3
1.3.Technicalavailabilityvs.actualchargingsuccess:Insightsfrom
CHARGINOSUCCESSRATE
practicalexperience(P3fieldtests)
Ananalysisofchargingnetworkdata(source:CHARGINGRADAR)showsthatin2025theaveragetechnicalavailability(uptime)ofpublicDCchargingpointsinGermanywas96.2%.Whilethisvalueisacceptable,itneverthelessindicatesconsiderablepotentialforoptimisation.Inthenextstep,basedonthechargingnetworkdata,aninitialapproximationofchargingsuccessalreadyrevealsacleardifference.The“shareofregularsessions”measuredhereassesseschargingsuccessas"conspicuouslyshortchargingduration"andarrivesatanaverageresultof93.7%.Thismeansthataround6.3%ofchargingsessionsendnoticeablyearly(<4minutes),indicatingalikelyerror(source:P3).
WhilesomeCPOsstruggletoachieve“uptime”valuesabove98%,theshareofsuccessfullycompletedchargingsessions(measuredbychargingduration:"shareofregularsessions")isgenerallyevenlower.
Uptime[%]
Shareofregularsessions[%]
98.298.098.398.6982
96.997.0
94.7
93.7
Market
Figurel:Average"uptime"andshareofregularsessions”ofselectedCPOsintheGermanmarketin20251%](source:P3,ownillustration)
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CHARGINGSUCCESSRATE
Inadditiontotheanalysisofchargingnetworkdata,extensivedataonthesuccessrateofchargingsessionsfromtheuserperspectivewascollectedthroughfieldtestsoveraperiodoffiveyears(source:P3).Basedonmorethan20,000CCS2chargingattemptsinEurope(>80differentEVmodels,>100CCS2chargingstationmodels,>80CPOs),thefollowingbecomesevident:
■Thesuccessrateofchargingsessionsfromtheuserperspectiveissignificantlybelowtheuptimelevel.
■In2025,oneinsevenchargingattemptsfailedfromtheusersperspective.
Althoughthisratehasimprovedsignificantlysince2021(from49%to86%in2025),mostfailedattemptsstilloccurbeforetheactualstartofthechargingtransaction.
Failedchargingattempt
Successfulchargingattempt
Whilesuchinsightshavesofarprimarilybeengainedthroughcomplexfieldtests,theycaninfuturealsobederivedfromOpenChargePointProtocol(OCPP)datausingtheChargingSuccessRate(CSR).TheaimisforCPOstoadoptthisstandardiseddefinitioninordertocreateanindustry-wide,user-orientedbenchmark.Byapplyingacommonmethodology,servicequalitycanbeassessedobjectively,benchmarkscanbeestablished,andimprovementmeasurescanbederivedinatargetedmanner.
14%
20%
28%
37%
51%
80%
72%
63%
49%
86%
20212022202320242025
Figure2:Fieldtestresultsofpublicchargingattemptsfromtheuserperspective,CCS2inEurope(source:P3,ownillustration)
6
CHARGINGSUCCESSRATE
2.ChargingSuccessRate(CSR)–Concept
Theuserjourneyinpublicchargingbeginswiththesearchforandselectionofasuitablechargingpoint.Userscanchoosebetweendifferentlocations,poweroutputlevels(NCP:Normalchargingpoint;FCP:Fastchargingpoint;HPC:High‑powerchargingpoint),CPOs,andpricingmodels.Selectionisusuallymadeviamobileapps,navigationsystems,oronlineplatforms.Afterarrivingatthechargingstation,thechargingsessionisstartedthroughauthentication–suchasviamobileapp,chargingRFIDcard,debit/creditcard,orautomaticallyviaPlug&Charge.Theelectricvehicleisthenconnected,andthechargingtransactionbegins.Duringthechargingtransaction,usersreceiveinformationonprogressandchargingpoweroutput.Oncethechargingtransactioniscomplete,theprocessisterminated,thechargingconnectorisunlockedandremoved.Billingishandleddigitally,forexampleviamobileapporemail,andincludesanoverviewofconsumptionandcosts.
BEFOREARRIVAL
Choosingalocation&gettingthere
SearchParking
CHARGINGATTEMPT
Authentication,EV-EVSEhandshake,authorisation
Start:Pluginthecableandauthenticate
AFTERUSE
Billing
CHARGINGTRANSACTION
ElectricitysupplyuptotargetSoC
MonitorEnd/unplugReceiveinvoice
EVSEUSER
EVSEAuthoriseHandshakeChargingtransactionChargingtransaction
statusEV&EVSEstartsends
Figure3:“Userjourney”inpubliccharging(source:P3,ownillustration)
TheKPI“uptime”focusesonthetechnicalavailabilityofthecharginginfrastructureandthusprimarilyreflectstheprerequisitesforitsuse.Itisanecessaryconditionforachargingsession(combinationofachargingattemptandthecorrespondingchargingtransaction),butitisnotsufficienttoassessactualchargingsuccessfromtheuser’sperspective.
InadditiontotheKPI“uptime,”themetric“ShareofRegularSessions”isalsofrequentlyusedinthecharginginfrastructureindustrytoassessthequalityofchargingsessions.However,thismetricevaluateschargingqualitysolelyonthebasisofchargingduration:veryshortsessions(<4minutes)indicateerrors.Themetricreflectsusagepatterns,butonitsownhaslimitedexplanatorypower.
7
CHARGINGSUCCESSRATE
Foramorecomprehensiveandpreciseassessment,acomplementaryuser-centricKPIisrequired:the“ChargingSuccessRate”(CSR).Itcapturesthecompleteprocessofusingachargingstation–fromauthenticationandcommunicationsetupbetweenthevehicleandthechargingstation,throughanuninterruptedchargingtransaction,toreachingthedesiredchargingstate(stateofcharge,chargingduration,andchargingpoweroutput).Onlybycombiningtechnicalanduser-relatedmetricscantheactualqualityandreliabilityofcharginginfrastructureberealisticallyassessed.
BEFOREARRIVAL
Choosingalocation&gettingthere
CHARGINGTRANSACTION
ElectricitysupplyuptotargetSoC
AFTERUSE
Billing
MonitorEnd/unplugReceiveinvoice
EVSEAuthoriseHandshakeChargingtransactionChargingtransaction
statusEV&EVSEstartsends
Shareofregularsessions
Uptime
CHARGINGATTEMPT
Authentication,EV-EVSEhandshake,authorisation
Start:Pluginthecableandauthenticate
Search
Parking
KPIEVSEUSER
NEWINDUSTRY
KPISET
ChargingSuccessRate(CSR)
Figure4:KPI“ChargingSuccessRate”formeasuringthesuccessrateofchargingsessionsfromtheuser’sperspective(source:P3,ownillustration)
TomeasuretheChargingSuccessRate(CSR),thecommunicationprotocolOCPP(version1.6orhigher)isused,whichisregardedasthedefactostandardforcommunicationbetweenthechargingstation(EVSE)andtheCPO’sbackendsystem.OCPPtransmitsalloperatingstatesofthechargingpointsaswellasthechargingstationasawholeinrealtime,thusenablingaprecisederivationoftechnicalandoperationalbehaviourthroughoutthechargingsession.WiththerecognitionofOCPP2.0.1asanofficialIECstandard(IEC63584)inOctober2024,theprotocolwasfurtherformalisedandinternationallystandardised,confirmingtheroleofOCPPastheglobalcommunicationstandardforcharginginfrastructure.
8
3.ChargingSuccessRate(CSR)
–KPIDefinition
CHARGINGSUCCESSRATE
BEFOREARRIVAL
Choosingalocation&gettingthere
CHARGINGTRANSACTION
ElectricitysupplyuptotargetSoC
AFTERUSE
Billing
CHARGINGATTEMPT
Authentication,EV-EVSEhandshake,authorisation
EVSEAuthoriseHandshakeChargingtransactionChargingtransaction
statusEV&EVSEstartsends
TransactionSuccessRate
(TSR)
EVSEUSER
KPICSR
AuthenticationSuccessRate
(ASR)
NEW
ChargingSuccessRate(CSR)
End/unplugReceiveinvoice
Monitor
SearchParking
Start:Pluginthecableandauthenticate
Figure5:BreakdownofCSRintothesub-KPIs“AuthenticationSuccessRate”and“TransactionSuccessRate”(source:P3,ownillustration)
TodeterminetheChargingSuccessRate(3.1),twoadditionalkeyfigures(sub‑KPIs)relevanttoasuccessfulchargingsessionarerequired:
■“AuthenticationSuccessRate(ASR)”(3.2)
■“TransactionSuccessRate(TSR)”(3.3)
3.1.ChargingSuccessRate(CSR)
Chargingsuccessisdefinedasthepercentageofchargingattemptsthatsuccessfullystartachargingtransaction(i.e.,thechargingstationbeginsdeliveringelectricitytotheelectricvehicle)andsubsequentlycompletethatchargingtransactionsuccessfully.
9
CHARGINGSUCCESSRATE
Thismetricmeasurestheshareofallchargingattemptscarriedoutbyallusersoveradefinedperiodoftimethatmeetthefollowingcriteria:
1.Successfulstart–Thechargingattemptwasauthorisedandthechargingtransactionwassuccessfullystarted.
2.Error-freecompletion–Thechargingtransactionwascompletedwithouterrorsthatwouldhaveunexpectedlyinterruptedorterminatedthechargingtransaction.
3.Smoothunplugging–Theuserwasabletounplugtheelectricvehiclewithoutrequiringmanualinterventiontounlocktheconnectorfromtheelectricvehicle.
TheKPI“ChargingSuccessRate”(CSR),expressedasapercentage,referstoanindividualchargingpointatachargingstation,andcanbemeasuredbyaggregatingindividualchargingpointsatstationandsitelevelaswellasacrosstheentirechargingnetwork.
FormulaforcalculatingtheChargingSuccessRate:
Note:Onlychargingattemptsthatwereactuallystartedcanbesuccessfullycompleted.ToassesstheCSR,theOCPPstatusofthechargingpointisanalysed.Forachargingsessiontobeconsideredsuccessful,thechargingpointmustpassthroughallOCPPstatusmessages(OCPPStatusNotifications)requiredforthispurpose.OCPPStatusNotificationsreflectthecurrentoperatingstateofachargingpoint.TheyaresentbythechargingstationtotheCPObackendsystemwheneverthestatuschanges.
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CHARGINGSUCCESSRATE
Basedonthechronologicalsequenceofthesestatusmessages,itispossibletodeterminewhetherachargingtransactionwas:
■Successfullystarted,
■Endedregularly,or
■Terminatedduetoanerrororinterruption.
AregularsequenceofstatustransitionsforachargingsessionaccordingtoOCPP1.6isasfollows:
■Available→Preparing→Charging→Finishing→Available
Accordingly,thissequenceisconsidered“successful”fortheCSR:
■Available:Chargingpointwaitingforuserinteraction(electricvehicleconnection,authentication)
■Preparing:Vehicleconnectedtothechargingstationandauthenticationisin
progress
■Charging:Energyflowstarts→successfulstartofachargingtransaction
■Finishing:Energyflowstopped,electricvehicleisstillconnected
■Available:Cableremoved→successfulendofachargingtransaction
11
CHARGINGSUCCESSRATE
3.2.AuthenticationSuccessRate(ASR)
“AuthenticationSuccess”referstothepercentageofchargingattemptsthatresultinachargingstation(EVSE)successfullystartingtodeliverelectricitytoanelectricvehicle(EV).
Thismetricmeasurestheshareofallchargingattemptscarriedoutbyalluserswithinadefinedperiodthatweresuccessful–meaningthatallrequiredstepstoinitiatepowerdeliverytothevehiclewerecompletedwithoutretriesormanualinterventionbytheuser.Thisincludes,amongotherthings:
■Authenticationoftheelectricvehicleordriver
■Paymentauthorisationand
■Successfulestablishmentofcommunicationbetweentheelectricvehicleandthechargingstation.
Themetric“AuthenticationSuccessRate(ASR)”isexpressedasapercentageandmayrefertooneormorechargingpointsatoneormorechargingstations.
FormulaforcalculatingtheAuthenticationSuccessRate(ASR):
ToassesstheASR,theOCPPstatusofthechargingpointisanalysed.Forachargingtransactiontobeconsideredsuccessfullystarted,thechargingpointmustpassthroughallOCPPstatusmessages(OCPPStatusNotifications)requiredforthispurpose.Basedonthechronologicalsequenceofthesestatusmessages,itcanbedeterminedwhetherachargingtransaction:
■Wassuccessfullystarted
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CHARGINGSUCCESSRATE
AccordingtoOCPP1.6,aregularsequenceofstatustransitionsforasuccessfullystartedchargingtransactionisasfollows:
■Available→Preparing→Charging
Accordingly,thissequenceisconsidered“successful”fortheASR:
■Available:Chargingpointwaitingforuserinteraction(vehicleconnection,authentication)
■Preparing:Electricvehicleconnectedtothechargingstation,authenticationandauthorisationareinprogress
■Charging:Energyflowstarts→Successfulstartofachargingtransaction
3.3.TransactionSuccessRate(TSR)
“TransactionSuccess”measurestheshareofsuccessfulchargingtransactionscarriedoutbyalluserswithinadefinedperiodthatmeetthefollowingcriteria:
1.Error-freecompletionofthechargingtransaction–Wascompletedwithouttechnicalerrorsthatwouldhaveunexpectedlyinterruptedorabortedthechargingtransaction.
2.Smoothunplugging–Theuserwasabletounplugtheelectricvehiclewithoutrequiringmanualinterventiontounlocktheconnectorfromtheelectricvehicle.
Themetric“TransactionSuccessRate(TSR)”isexpressedasapercentageandmayrefertooneormorechargingpointsatoneormorechargingstations.
13FormulaforcalculatingtheTransactionSuccessRate(TSR):
CHARGINGSUCCESSRATE
ToassesstheTSR,theOCPPstatusofthechargingpointisanalysed.Forachargingtransactiontobeconsideredsuccessfullycompleted,thechargingpointmustpassthroughallOCPPstatusmessages(OCPPStatusNotifications)requiredforthispurpose.
Basedonthechronologicalsequenceofthesestatusmessages,itcanbedeterminedwhetherachargingtransaction:
■Wasendedregularly.
AccordingtoOCPP1.6,aregularsequenceofstatustransitionsforaregularlycompletedchargingtransactionisasfollows:
■Charging→Finishing→Available
Accordingly,thissequenceisconsidered“successful”fortheTSR:
■Charging:Energyflowstarts→Successfulstartofachargingtransaction
■Finishing:Energyflowstopped,electricvehicleisstillconnected
■Available:Cableremoved→Successfulendofachargingtransaction
14
CHARGINGSUCCESSRATE
4.SummaryandOutlook
TheChargingSuccessRate(CSR)representsaninnovativemetricforevaluatingsuccessfulchargingsessionsatpublicchargingpoints.Incontrasttoestablishedmetricssuchasuptime,whichprimarilyreflectthetechnicaloperatingstatusofachargingpoint,theCSRfocusesontheactualuserexperience–particularlyonthesuccessfulstartofachargingtransaction,whichinpracticeoftenrepresentsthegreatesthurdle.
TheCSRischaracterisedbyahigherlevelofgranularity,asittakesintoaccounttheentireuserinteractionatthechargingstationfromtheselectionofthechargingpoint,throughauthenticationandcableplug-in,tothestartandcompletionofthechargingtransaction.Thesequenceofthesestepsmayvarydependingonthechargingstationmodelandoperator.Thisdetailedperspectivenotonlyenablesamorerealisticassessmentofchargingqualityfromtheuser’spointofviewbutalsoallowsforthetargetedidentificationoferrorsourceswithinthecharginguserjourney.Performanceindicatorssuchasuptimecaptureonlythetechnicalavailabilityofthecharginginfrastructure;however,theyexcludecriticalusage-relatedissues.Forexample,achargingstationmaybeconsidered“available”ifitisoperationalandonlineyetrepeatedlyfailstoallowsuccessfulauthenticationandthuspreventanyenergyflow.Onlybycombiningtechnicalanduser‑centricKPIscansuchfunctionallimitationsbesystematicallyidentifiedandaddressed.
AnotheradvantageoftheCSRliesinitspotentialforstandardisation.Throughuniformdefinitionandcalculationmethodology,itcanserveasabenchmarkinginstrumentacrossdifferentCPOsandtherebycontributetoimprovingservi
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