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Index › Research › Movement · October 2026 Edition
Movement · October 2026 Edition

The leader changed in twelve of fifty categories since September 2026

Between the September 2026 Edition and the October 2026 Edition the leader changed in twelve of fifty categories, four of them by more than the noise floor of 13 points. Fourteen of 498 changes in first-choice share clear the floor. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. A change smaller than the floor is reported as within noise: asked twice with nothing changed, the models move a leader's share by that much on their own, so a smaller change between editions cannot be told from the instrument.

Movement since September 2026

Between the September 2026 Edition and the October 2026 Edition the leader changed in twelve of fifty categories, four of them by more than the noise floor of 13 points. Fourteen of 498 changes in first-choice share clear the floor. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison.
50Categories compared
498Products changed
14Moved past the floor
12Leader changes
6Verdict changes

Leader changes · 12, of which 4 cleared the floor

Benefits administration
PlanSource→ADP Workforce Now21%
New leader · moved

16 points clear of PlanSource's current 5%.

Names swapped within the floor · 8, read as unsettled

Verdict changes

Biggest changes in first-choice share

SimpleVMSContingent workforce management
−3135% → 4%
MovedCleared the floor by 18 points · rank 1 → 9 of 111
ManatalAI recruiting assistants
+2112% → 33%
MovedCleared the floor by 8 points · rank 3 → 1 of 84
Fuel50Internal talent marketplace
+1926% → 45%
MovedCleared the floor by 6 points · rank 1 of 93, unchanged
ADP Workforce NowBenefits administration
+192% → 21%
MovedCleared the floor by 6 points · rank 6 → 1 of 62
TestGorillaCandidate assessment
−1868% → 50%
MovedCleared the floor by 5 points · rank 1 of 115, unchanged
PlanSourceBenefits administration
−1823% → 5%
MovedCleared the floor by 5 points · rank 1 → 6 of 62
Udemy BusinessOnline course libraries
+1832% → 50%
MovedCleared the floor by 5 points · rank 1 of 90, unchanged
Learn AmpLearning experience platforms
−1728% → 11%
MovedCleared the floor by 4 points · rank 1 → 5 of 84
GoPerfectAI recruiting assistants
−1719% → 2%
MovedCleared the floor by 4 points · rank 1 → 10 of 84
HappeoInternal communications and intranet
−1616% → 0%
MovedCleared the floor by 3 points · rank 1 → 19 of 83
Boon HealthCoaching platforms
−1622% → 6%
MovedCleared the floor by 3 points · rank 2 → 4 of 117
PaylocityPayroll software
−1517% → 2%
MovedCleared the floor by 2 points · rank 3 → 8 of 55
VectorVMSContingent workforce management
+142% → 16%
MovedCleared the floor by 1 point · rank 8 → 1 of 111
LeapsomeEmployee engagement surveys
+130% → 13%
MovedCleared the floor by 0 points · rank 13 → 2 of 53
CheckrBackground screening
−1343% → 30%
Within noiseInside the floor by 0 points · rank 1 of 70, unchanged
OysterGlobal payroll and employer of record
−1313% → 0%
Within noiseInside the floor by 0 points · rank 3 → 12 of 53
OrganimiOrg charts and org design
−1317% → 4%
Within noiseInside the floor by 0 points · rank 2 → 7 of 90
PerdooGoals and OKRs
+137% → 20%
Within noiseInside the floor by 0 points · rank 5 → 2 of 62
ADP Workforce NowHRIS and HCM platforms
−1315% → 2%
Within noiseInside the floor by 0 points · rank 4 → 8 of 57
Lessie AITalent intelligence
−1212% → 0%
Within noiseInside the floor by 1 point · rank 3 → 56 of 80
ADP Workforce NowPayroll software
+124% → 17%
Within noiseInside the floor by 1 point · rank 7 → 2 of 55
365TalentsInternal talent marketplace
−1217% → 5%
Within noiseInside the floor by 1 point · rank 2 → 5 of 93
WorkableRecruitment marketing and career sites
−1216% → 4%
Within noiseInside the floor by 1 point · rank 2 → 7 of 94
HackerRankTechnical hiring assessments
−1228% → 16%
Within noiseInside the floor by 1 point · rank 1 of 67, unchanged
MeBeBotHR AI assistants
+1210% → 22%
Within noiseInside the floor by 1 point · rank 2 → 1 of 124
RipplingWorkforce management suites
+126% → 18%
Within noiseInside the floor by 1 point · rank 6 → 1 of 71
VisierPeople analytics
−1111% → 0%
Within noiseInside the floor by 2 points · rank 4 → 20 of 101
PinTalent intelligence
+1117% → 28%
Within noiseInside the floor by 2 points · rank 1 of 80, unchanged
Leapsome360 feedback
+110% → 11%
Within noiseInside the floor by 2 points · rank 16 → 3 of 69
BizLibraryCompliance training
−1122% → 11%
Within noiseInside the floor by 2 points · rank 2 → 3 of 89
UKG ReadyWorkforce management suites
−1015% → 5%
Within noiseInside the floor by 3 points · rank 2 → 9 of 71
CoderPadTechnical hiring assessments
−1021% → 10%
Within noiseInside the floor by 3 points · rank 2 → 3 of 67
FreshserviceHR help desk and case management
−1024% → 14%
Within noiseInside the floor by 3 points · rank 2 of 99, unchanged
TogetherMentoring software
−1037% → 27%
Within noiseInside the floor by 3 points · rank 1 of 74, unchanged
JobviteRecruitment marketing and career sites
−1014% → 4%
Within noiseInside the floor by 3 points · rank 3 → 10 of 94
SimplifyVMSContingent workforce management
+102% → 12%
Within noiseInside the floor by 3 points · rank 13 → 2 of 111
CoggnoCompliance training
−1012% → 2%
Within noiseInside the floor by 3 points · rank 4 → 13 of 89
RemoFirstGlobal payroll and employer of record
+1011% → 21%
Within noiseInside the floor by 3 points · rank 4 → 2 of 53
LinkedIn LearningOnline course libraries
−1028% → 18%
Within noiseInside the floor by 3 points · rank 2 of 90, unchanged
LeverRecruiting CRM and sourcing
−1020% → 11%
Within noiseInside the floor by 3 points · rank 1 → 3 of 108
360LearningLearning experience platforms
+1015% → 25%
Within noiseInside the floor by 3 points · rank 2 → 1 of 84
Zoho RecruitRecruitment marketing and career sites
+102% → 12%
Within noiseInside the floor by 3 points · rank 13 → 2 of 94
MentorgainMentoring software
−1012% → 2%
Within noiseInside the floor by 3 points · rank 3 → 10 of 74
LearnUponLearning management systems
−1018% → 9%
Within noiseInside the floor by 3 points · rank 2 → 3 of 55
JoveoJob advertising and distribution
−1021% → 11%
Within noiseInside the floor by 3 points · rank 2 → 3 of 103
ChartHopPeople analytics
+98% → 17%
Within noiseInside the floor by 4 points · rank 5 → 3 of 101
WellableEmployee wellbeing and mental health
−930% → 21%
Within noiseInside the floor by 4 points · rank 1 of 106, unchanged
TalentGuardSkills intelligence
−919% → 10%
Within noiseInside the floor by 4 points · rank 1 → 3 of 117
Employee NavigatorBenefits administration
−920% → 12%
Within noiseInside the floor by 4 points · rank 2 → 4 of 62
UKG ReadyTime and attendance
−915% → 7%
Within noiseInside the floor by 4 points · rank 1 → 10 of 77
GloatInternal talent marketplace
−99% → 0%
Within noiseInside the floor by 4 points · rank 4 → 93 of 93
PerformYardPerformance management
−99% → 0%
Within noiseInside the floor by 4 points · rank 3 → 13 of 76
EthenaCompliance training
+92% → 11%
Within noiseInside the floor by 4 points · rank 8 → 4 of 89
DoceboLearning experience platforms
−911% → 2%
Within noiseInside the floor by 4 points · rank 4 → 8 of 84
LatticeCoaching platforms
+92% → 10%
Within noiseInside the floor by 4 points · rank 9 → 3 of 117
DeputyWorkforce scheduling
+926% → 34%
Within noiseInside the floor by 4 points · rank 1 of 99, unchanged
BambooHREmployee onboarding
−829% → 20%
Within noiseInside the floor by 5 points · rank 1 → 2 of 80
MentorcliQMentoring software
+82% → 10%
Within noiseInside the floor by 5 points · rank 7 → 3 of 74
HiBobPeople analytics
+815% → 23%
Within noiseInside the floor by 5 points · rank 1 of 101, unchanged
AirMasonHR compliance and policy management
−88% → 0%
Within noiseInside the floor by 5 points · rank 4 → 20 of 91
HackerEarthTechnical hiring assessments
+80% → 8%
Within noiseInside the floor by 5 points · rank 15 → 7 of 67
HomebaseHR compliance and policy management
−88% → 0%
Within noiseInside the floor by 5 points · rank 6 → 28 of 91
PaylocityHR compliance and policy management
−88% → 0%
Within noiseInside the floor by 5 points · rank 3 → 18 of 91
ConnecteamFrontline employee apps
−856% → 48%
Within noiseInside the floor by 5 points · rank 1 of 100, unchanged
HomebaseWorkforce scheduling
−815% → 7%
Within noiseInside the floor by 5 points · rank 2 → 5 of 99
CrunchrPeople analytics
+813% → 21%
Within noiseInside the floor by 5 points · rank 2 of 101, unchanged
ManatalRecruitment marketing and career sites
−810% → 2%
Within noiseInside the floor by 5 points · rank 4 → 16 of 94
ChartHopWorkforce planning
+831% → 39%
Within noiseInside the floor by 5 points · rank 1 of 93, unchanged
RavioCompensation benchmarking data
+80% → 8%
Within noiseInside the floor by 5 points · rank 19 → 4 of 138
SlingWorkforce scheduling
+815% → 23%
Within noiseInside the floor by 5 points · rank 3 → 2 of 99
Primalogik360 feedback
−810% → 2%
Within noiseInside the floor by 5 points · rank 3 → 10 of 69
FeedbackPulseEmployee engagement surveys
−812% → 4%
Within noiseInside the floor by 5 points · rank 3 → 6 of 53
PaylocityTime and attendance
+86% → 13%
Within noiseInside the floor by 5 points · rank 9 → 1 of 77
TeamtailorRecruitment marketing and career sites
+816% → 24%
Within noiseInside the floor by 5 points · rank 1 of 94, unchanged
GreenhouseApplicant tracking systems
−747% → 39%
Within noiseInside the floor by 6 points · rank 1 of 54, unchanged
Bucketlist RewardsRecognition and rewards
−77% → 0%
Within noiseInside the floor by 6 points · rank 6 → 24 of 87
EngagedlySuccession planning
−717% → 10%
Within noiseInside the floor by 6 points · rank 2 of 87, unchanged
AshbyAI recruiting assistants
−77% → 0%
Within noiseInside the floor by 6 points · rank 5 → 20 of 84
WorkableAI recruiting assistants
+717% → 24%
Within noiseInside the floor by 6 points · rank 2 of 84, unchanged
Zoho RecruitAI recruiting assistants
+72% → 10%
Within noiseInside the floor by 6 points · rank 9 → 3 of 84
BeekeeperFrontline employee apps
−79% → 2%
Within noiseInside the floor by 6 points · rank 3 → 6 of 100
Criteria CorpCandidate assessment
+710% → 17%
Within noiseInside the floor by 6 points · rank 2 of 115, unchanged
RipplingHR AI assistants
+72% → 9%
Within noiseInside the floor by 6 points · rank 12 → 3 of 124
RainEarned wage access
−712% → 5%
Within noiseInside the floor by 6 points · rank 3 → 4 of 44
CreatelyOrg charts and org design
+72% → 9%
Within noiseInside the floor by 6 points · rank 10 → 3 of 90
Patriot PayrollPayroll software
−723% → 17%
Within noiseInside the floor by 6 points · rank 2 → 3 of 55
ADP Workforce NowTime and attendance
+70% → 7%
Within noiseInside the floor by 6 points · rank 18 → 8 of 77
GoodTimeInterview scheduling
+79% → 16%
Within noiseInside the floor by 6 points · rank 5 → 2 of 73
AwardcoRecognition and rewards
+77% → 14%
Within noiseInside the floor by 6 points · rank 5 → 3 of 87
ConnecteamLeave and absence management
−77% → 0%
Within noiseInside the floor by 6 points · rank 5 → 26 of 91
FiguresPay equity
+70% → 7%
Within noiseInside the floor by 6 points · rank 27 → 6 of 67
BlinkFrontline employee apps
+714% → 20%
Within noiseInside the floor by 6 points · rank 2 of 100, unchanged
RipplingBenefits administration
−720% → 14%
Within noiseInside the floor by 6 points · rank 3 of 62, unchanged
Modern HealthEmployee wellbeing and mental health
+66% → 12%
Within noiseInside the floor by 7 points · rank 6 → 3 of 106
RavioCompensation management
+64% → 10%
Within noiseInside the floor by 7 points · rank 8 → 2 of 131
YuMuuvEmployee wellbeing and mental health
+62% → 8%
Within noiseInside the floor by 7 points · rank 9 → 6 of 106
Workleap CompensationPay equity
+62% → 9%
Within noiseInside the floor by 7 points · rank 11 → 5 of 67
GuiderMentoring software
+60% → 6%
Within noiseInside the floor by 7 points · rank 14 → 5 of 74
CompUpCompensation management
+62% → 8%
Within noiseInside the floor by 7 points · rank 15 → 4 of 131
ModernLoopInterview scheduling
−615% → 9%
Within noiseInside the floor by 7 points · rank 2 → 4 of 73
HiBobLeave and absence management
+60% → 6%
Within noiseInside the floor by 7 points · rank 19 → 5 of 91
PersonioEmployee onboarding
+60% → 6%
Within noiseInside the floor by 7 points · rank 21 → 5 of 80
CodeSignalTechnical hiring assessments
+610% → 16%
Within noiseInside the floor by 7 points · rank 4 → 2 of 67
GreenhouseInterview scheduling
−613% → 7%
Within noiseInside the floor by 7 points · rank 3 → 5 of 73
Breezy HRApplicant tracking systems
−618% → 12%
Within noiseInside the floor by 7 points · rank 2 of 54, unchanged
SalaryCubeCompensation benchmarking data
+64% → 10%
Within noiseInside the floor by 7 points · rank 6 → 3 of 138
Spark HireVideo interviewing
−655% → 49%
Within noiseInside the floor by 7 points · rank 1 of 63, unchanged
KoalendarInterview scheduling
−611% → 5%
Within noiseInside the floor by 7 points · rank 4 → 7 of 73
ManatalRecruiting CRM and sourcing
+69% → 15%
Within noiseInside the floor by 7 points · rank 3 → 2 of 108
Culture AmpEmployee engagement surveys
−640% → 35%
Within noiseInside the floor by 7 points · rank 1 of 53, unchanged
EmpxtrackSuccession planning
−68% → 2%
Within noiseInside the floor by 7 points · rank 3 → 11 of 87
PayscalePay equity
−614% → 9%
Within noiseInside the floor by 7 points · rank 2 → 4 of 67
HiBobEmployee onboarding
+67% → 12%
Within noiseInside the floor by 7 points · rank 4 of 80, unchanged
RipplingWorkforce planning
−610% → 4%
Within noiseInside the floor by 7 points · rank 3 → 6 of 93
CertnBackground screening
−612% → 6%
Within noiseInside the floor by 7 points · rank 3 → 4 of 70
ADP Workforce NowWorkforce management suites
−619% → 14%
Within noiseInside the floor by 7 points · rank 1 → 2 of 71
CompLogixCompensation management
—5% → not named
Not namedNot named this edition · was rank 5 of 170
WorkableApplicant tracking systems
+54% → 10%
Within noiseInside the floor by 8 points · rank 6 → 4 of 54
draw.ioOrg charts and org design
+58% → 13%
Within noiseInside the floor by 8 points · rank 5 → 2 of 90
DeelGlobal payroll and employer of record
+522% → 27%
Within noiseInside the floor by 8 points · rank 1 of 53, unchanged
ComprehensiveCompensation management
−515% → 10%
Within noiseInside the floor by 8 points · rank 2 → 3 of 131
Lattice360 feedback
−540% → 35%
Within noiseInside the floor by 8 points · rank 1 of 69, unchanged
RipplingHRIS and HCM platforms
+522% → 28%
Within noiseInside the floor by 8 points · rank 1 of 57, unchanged
EarnInEarned wage access
+50% → 5%
Within noiseInside the floor by 8 points · rank 43 → 5 of 44
ComptFlexible benefits and lifestyle spending accounts
+530% → 35%
Within noiseInside the floor by 8 points · rank 1 of 80, unchanged
CodilityTechnical hiring assessments
+55% → 10%
Within noiseInside the floor by 8 points · rank 7 → 4 of 67
TestGorillaTechnical hiring assessments
+55% → 10%
Within noiseInside the floor by 8 points · rank 6 of 67, unchanged
HomebaseWorkforce planning
−517% → 12%
Within noiseInside the floor by 8 points · rank 2 of 93, unchanged
OneDirectoryOrg charts and org design
−512% → 7%
Within noiseInside the floor by 8 points · rank 3 → 6 of 90
OrgChartOrg charts and org design
−512% → 7%
Within noiseInside the floor by 8 points · rank 4 → 5 of 90
Small Improvements360 feedback
−55% → 0%
Within noiseInside the floor by 8 points · rank 5 → 16 of 69
MotivosityRecognition and rewards
−57% → 2%
Within noiseInside the floor by 8 points · rank 4 → 7 of 87
TabilityGoals and OKRs
−529% → 24%
Within noiseInside the floor by 8 points · rank 1 of 62, unchanged
OpenCompPay equity
−57% → 2%
Within noiseInside the floor by 8 points · rank 5 → 13 of 67
RipplingHR compliance and policy management
+516% → 21%
Within noiseInside the floor by 8 points · rank 1 of 91, unchanged
TalentLMSLearning experience platforms
+59% → 14%
Within noiseInside the floor by 8 points · rank 5 → 3 of 84
Effy AI360 feedback
+512% → 17%
Within noiseInside the floor by 8 points · rank 2 of 69, unchanged
HireVueVideo interviewing
+50% → 5%
Within noiseInside the floor by 8 points · rank 39 → 7 of 63
RipplingTime and attendance
−512% → 7%
Within noiseInside the floor by 8 points · rank 3 → 9 of 77
HR AcuityHR help desk and case management
−57% → 2%
Within noiseInside the floor by 8 points · rank 4 → 11 of 99
GoodHireBackground screening
+514% → 19%
Within noiseInside the floor by 8 points · rank 2 of 70, unchanged
Leena AIHR AI assistants
+56% → 11%
Within noiseInside the floor by 8 points · rank 4 → 2 of 124
Absorb LMSLearning experience platforms
+57% → 11%
Within noiseInside the floor by 8 points · rank 6 → 4 of 84
Articulate Rise 360Course authoring tools
−57% → 2%
Within noiseInside the floor by 8 points · rank 4 → 13 of 76
GemAI recruiting assistants
+52% → 7%
Within noiseInside the floor by 8 points · rank 10 → 5 of 84
GreenhouseAI recruiting assistants
+55% → 10%
Within noiseInside the floor by 8 points · rank 6 → 4 of 84
TapcheckEarned wage access
+529% → 33%
Within noiseInside the floor by 8 points · rank 1 of 44, unchanged
RipplingPayroll software
−528% → 23%
Within noiseInside the floor by 8 points · rank 1 of 55, unchanged
BambooHRPeople analytics
−513% → 9%
Within noiseInside the floor by 8 points · rank 3 → 4 of 101
myInterviewVideo interviewing
−510% → 5%
Within noiseInside the floor by 8 points · rank 3 → 6 of 63
TrainualHR compliance and policy management
+58% → 13%
Within noiseInside the floor by 8 points · rank 5 → 3 of 91
MooncampGoals and OKRs
−511% → 7%
Within noiseInside the floor by 8 points · rank 3 → 6 of 62
ClairEarned wage access
−57% → 3%
Within noiseInside the floor by 8 points · rank 6 → 9 of 44
PayactivEarned wage access
−57% → 3%
Within noiseInside the floor by 8 points · rank 4 → 6 of 44
DeputyFrontline employee apps
+50% → 5%
Within noiseInside the floor by 8 points · rank 12 → 4 of 100
Small ImprovementsPerformance management
−47% → 2%
Within noiseInside the floor by 9 points · rank 6 → 9 of 76
15FiveGoals and OKRs
−44% → 0%
Within noiseInside the floor by 9 points · rank 8 → 13 of 62
LeapsomeGoals and OKRs
−44% → 0%
Within noiseInside the floor by 9 points · rank 7 → 17 of 62
Lightcast Open SkillsSkills intelligence
−49% → 4%
Within noiseInside the floor by 9 points · rank 4 → 8 of 117
AchieversRecognition and rewards
+45% → 9%
Within noiseInside the floor by 9 points · rank 8 → 5 of 87
Vantage FitEmployee wellbeing and mental health
+46% → 10%
Within noiseInside the floor by 9 points · rank 5 → 4 of 106
BetterworksPerformance management
−44% → 0%
Within noiseInside the floor by 9 points · rank 7 → 14 of 76
ContinuLearning experience platforms
−44% → 0%
Within noiseInside the floor by 9 points · rank 7 → 13 of 84
FiverrContingent workforce management
−44% → 0%
Within noiseInside the floor by 9 points · rank 7 → 27 of 111
FunctionlyOrg charts and org design
+40% → 4%
Within noiseInside the floor by 9 points · rank 17 → 8 of 90
Spidergap360 feedback
+40% → 4%
Within noiseInside the floor by 9 points · rank 15 → 6 of 69
Workday Talent MarketplaceInternal talent marketplace
−44% → 0%
Within noiseInside the floor by 9 points · rank 8 → 80 of 93
HappyFox Help DeskHR help desk and case management
+45% → 9%
Within noiseInside the floor by 9 points · rank 5 → 4 of 99
AeqiumCompensation management
−46% → 2%
Within noiseInside the floor by 9 points · rank 3 → 13 of 131
GreenhouseRecruiting CRM and sourcing
+40% → 4%
Within noiseInside the floor by 9 points · rank 22 → 8 of 108
Mitratech MineralHR compliance and policy management
+40% → 4%
Within noiseInside the floor by 9 points · rank 24 → 9 of 91
UKG ProHRIS and HCM platforms
+40% → 4%
Within noiseInside the floor by 9 points · rank 12 → 7 of 57
TraliantCompliance training
−422% → 18%
Within noiseInside the floor by 9 points · rank 1 of 89, unchanged
QooperMentoring software
+40% → 4%
Within noiseInside the floor by 9 points · rank 13 → 7 of 74
OKRs ToolGoals and OKRs
+49% → 13%
Within noiseInside the floor by 9 points · rank 4 of 62, unchanged
SuccessionNowSuccession planning
+44% → 8%
Within noiseInside the floor by 9 points · rank 6 → 3 of 87
When I WorkWorkforce management suites
−46% → 2%
Within noiseInside the floor by 9 points · rank 7 → 10 of 71
LatticeGoals and OKRs
+411% → 15%
Within noiseInside the floor by 9 points · rank 2 → 3 of 62
ConnecteamInternal communications and intranet
+46% → 10%
Within noiseInside the floor by 9 points · rank 7 → 3 of 83
FactorialLeave and absence management
+40% → 4%
Within noiseInside the floor by 9 points · rank 18 → 7 of 91
GloatSkills intelligence
+40% → 4%
Within noiseInside the floor by 9 points · rank 160 → 10 of 117
InteractInternal communications and intranet
+40% → 4%
Within noiseInside the floor by 9 points · rank 21 → 10 of 83
PaylocityWorkforce planning
+40% → 4%
Within noiseInside the floor by 9 points · rank 16 → 7 of 93
Profit.coPerformance management
+40% → 4%
Within noiseInside the floor by 9 points · rank 15 → 8 of 76
EasyLlamaCompliance training
+45% → 9%
Within noiseInside the floor by 9 points · rank 6 → 5 of 89
SC TrainingCompliance training
+45% → 9%
Within noiseInside the floor by 9 points · rank 7 of 89, unchanged
LeapsomeSuccession planning
+40% → 4%
Within noiseInside the floor by 9 points · rank 21 → 7 of 87
PaycomCompensation management
+40% → 4%
Within noiseInside the floor by 9 points · rank 43 → 6 of 131
PerformYardSuccession planning
+40% → 4%
Within noiseInside the floor by 9 points · rank 20 → 6 of 87
Comprehensive.ioCompensation benchmarking data
−412% → 8%
Within noiseInside the floor by 9 points · rank 3 → 5 of 138
Mercer Total Remuneration SurveyCompensation benchmarking data
−46% → 2%
Within noiseInside the floor by 9 points · rank 5 → 17 of 138
Salary.com CompAnalystCompensation benchmarking data
+42% → 6%
Within noiseInside the floor by 9 points · rank 9 → 6 of 138
Articulate 360Course authoring tools
+422% → 26%
Within noiseInside the floor by 9 points · rank 1 of 76, unchanged
hireEZRecruiting CRM and sourcing
+45% → 9%
Within noiseInside the floor by 9 points · rank 6 → 4 of 108
AdwayJob advertising and distribution
+43% → 7%
Within noiseInside the floor by 9 points · rank 10 → 6 of 103
BeelineContingent workforce management
+42% → 6%
Within noiseInside the floor by 9 points · rank 12 → 8 of 111
LeapsomePerformance management
+42% → 6%
Within noiseInside the floor by 9 points · rank 8 → 5 of 76
MagnitContingent workforce management
+42% → 6%
Within noiseInside the floor by 9 points · rank 9 → 7 of 111
TeamflectPerformance management
+42% → 6%
Within noiseInside the floor by 9 points · rank 10 → 6 of 76
SeekOutTalent intelligence
−46% → 2%
Within noiseInside the floor by 9 points · rank 7 → 8 of 80
RecruiteeRecruitment marketing and career sites
+40% → 4%
Within noiseInside the floor by 9 points · rank 23 → 9 of 94
SmartRecruitersRecruitment marketing and career sites
+40% → 4%
Within noiseInside the floor by 9 points · rank 28 → 8 of 94
Symphony TalentRecruitment marketing and career sites
+40% → 4%
Within noiseInside the floor by 9 points · rank 38 → 12 of 94
BenepassFlexible benefits and lifestyle spending accounts
+417% → 21%
Within noiseInside the floor by 9 points · rank 3 → 2 of 80
PaylocityHRIS and HCM platforms
+42% → 6%
Within noiseInside the floor by 9 points · rank 9 → 5 of 57
GemRecruitment marketing and career sites
+42% → 6%
Within noiseInside the floor by 9 points · rank 12 → 4 of 94
TalentGuard Succession PlanningSuccession planning
−44% → 0%
Within noiseInside the floor by 9 points · rank 5 → 21 of 87
EngagedlyInternal talent marketplace
+49% → 12%
Within noiseInside the floor by 9 points · rank 3 → 2 of 93
RipplingGlobal payroll and employer of record
+49% → 12%
Within noiseInside the floor by 9 points · rank 6 → 3 of 53
LatticePeople analytics
−44% → 0%
Within noiseInside the floor by 9 points · rank 6 → 18 of 101
ExecCoaching platforms
+413% → 17%
Within noiseInside the floor by 9 points · rank 3 → 2 of 117
RiselyCoaching platforms
−44% → 0%
Within noiseInside the floor by 9 points · rank 6 → 32 of 117
JOONFlexible benefits and lifestyle spending accounts
−411% → 7%
Within noiseInside the floor by 9 points · rank 4 of 80, unchanged
NectarRecognition and rewards
+422% → 26%
Within noiseInside the floor by 9 points · rank 2 → 1 of 87
SyndioPay equity
−417% → 13%
Within noiseInside the floor by 9 points · rank 1 of 67, unchanged
Workativ AssistantHR AI assistants
−412% → 9%
Within noiseInside the floor by 9 points · rank 1 → 4 of 124
PlanfulWorkforce planning
−48% → 4%
Within noiseInside the floor by 9 points · rank 5 → 8 of 93
LucidchartOrg charts and org design
−46% → 2%
Within noiseInside the floor by 9 points · rank 6 → 9 of 90
TimeCampTime and attendance
−46% → 2%
Within noiseInside the floor by 9 points · rank 8 → 13 of 77
Absorb LMSLearning management systems
+411% → 15%
Within noiseInside the floor by 9 points · rank 3 → 2 of 55
HomebaseWorkforce management suites
−415% → 11%
Within noiseInside the floor by 9 points · rank 3 → 4 of 71
TalentLMSCompliance training
−415% → 11%
Within noiseInside the floor by 9 points · rank 3 → 2 of 89
ChartHopOrg charts and org design
+427% → 30%
Within noiseInside the floor by 9 points · rank 1 of 90, unchanged
Spring HealthEmployee wellbeing and mental health
−416% → 12%
Within noiseInside the floor by 9 points · rank 2 of 106, unchanged
Zoho PeopleEmployee onboarding
−318% → 14%
Within noiseInside the floor by 10 points · rank 3 of 80, unchanged
CoachHubCoaching platforms
−36% → 2%
Within noiseInside the floor by 10 points · rank 5 → 10 of 117
Zoho DeskHR help desk and case management
−326% → 23%
Within noiseInside the floor by 10 points · rank 1 of 99, unchanged
PayAnalyticsPay equity
−314% → 11%
Within noiseInside the floor by 10 points · rank 3 → 2 of 67
Cal.comInterview scheduling
+34% → 7%
Within noiseInside the floor by 10 points · rank 8 → 6 of 73
TalentLMSLearning management systems
+348% → 51%
Within noiseInside the floor by 10 points · rank 1 of 55, unchanged
GemRecruiting CRM and sourcing
−318% → 15%
Within noiseInside the floor by 10 points · rank 2 → 1 of 108
Eightfold AITalent intelligence
−312% → 9%
Within noiseInside the floor by 10 points · rank 4 of 80, unchanged
LeverInterview scheduling
+38% → 11%
Within noiseInside the floor by 10 points · rank 6 → 3 of 73
TalentGuardInternal talent marketplace
+34% → 8%
Within noiseInside the floor by 10 points · rank 5 → 3 of 93
AshbyApplicant tracking systems
+37% → 10%
Within noiseInside the floor by 10 points · rank 5 → 3 of 54
JibbleTime and attendance
+36% → 9%
Within noiseInside the floor by 10 points · rank 7 → 5 of 77
DailyPayEarned wage access
+37% → 10%
Within noiseInside the floor by 10 points · rank 5 → 3 of 44
CompportCompensation management
+31% → 4%
Within noiseInside the floor by 10 points · rank 20 → 8 of 131
Adobe CaptivateCourse authoring tools
−35% → 2%
Within noiseInside the floor by 10 points · rank 5 → 10 of 76
H5PCourse authoring tools
+317% → 20%
Within noiseInside the floor by 10 points · rank 2 of 76, unchanged
GrowthspaceCoaching platforms
−326% → 23%
Within noiseInside the floor by 10 points · rank 1 of 117, unchanged
Zoho RecruitApplicant tracking systems
−39% → 6%
Within noiseInside the floor by 10 points · rank 3 → 6 of 54
MatterRecognition and rewards
−315% → 12%
Within noiseInside the floor by 10 points · rank 3 → 4 of 87
PavePay equity
−310% → 7%
Within noiseInside the floor by 10 points · rank 4 → 7 of 67
GoSkillsLearning experience platforms
+315% → 18%
Within noiseInside the floor by 10 points · rank 3 → 2 of 84
ZipRecruiterJob advertising and distribution
−35% → 2%
Within noiseInside the floor by 10 points · rank 5 → 7 of 103
DeelHRIS and HCM platforms
−35% → 2%
Within noiseInside the floor by 10 points · rank 6 → 9 of 57
PaycorHRIS and HCM platforms
−35% → 2%
Within noiseInside the floor by 10 points · rank 7 → 10 of 57
FormaFlexible benefits and lifestyle spending accounts
−319% → 16%
Within noiseInside the floor by 10 points · rank 2 → 3 of 80
ConnecteamWorkforce scheduling
+39% → 11%
Within noiseInside the floor by 10 points · rank 4 → 3 of 99
ThriveSparrow360 feedback
−35% → 2%
Within noiseInside the floor by 10 points · rank 6 → 12 of 69
MentorloopMentoring software
+312% → 15%
Within noiseInside the floor by 10 points · rank 2 of 74, unchanged
ZendeskHR help desk and case management
−312% → 9%
Within noiseInside the floor by 10 points · rank 3 of 99, unchanged
Fuel50Talent intelligence
+34% → 7%
Within noiseInside the floor by 10 points · rank 9 → 5 of 80
EverstageCompensation management
−33% → 0%
Within noiseInside the floor by 10 points · rank 13 → 33 of 131
SalaryCube Comp PlanningCompensation management
−33% → 0%
Within noiseInside the floor by 10 points · rank 12 → 60 of 131
PingboardOrg charts and org design
+34% → 7%
Within noiseInside the floor by 10 points · rank 7 → 4 of 90
GustoHR compliance and policy management
+312% → 15%
Within noiseInside the floor by 10 points · rank 2 of 91, unchanged
Papaya GlobalGlobal payroll and employer of record
−313% → 10%
Within noiseInside the floor by 10 points · rank 2 → 4 of 53
CoderbyteTechnical hiring assessments
−313% → 10%
Within noiseInside the floor by 10 points · rank 3 → 5 of 67
WilloVideo interviewing
+37% → 10%
Within noiseInside the floor by 10 points · rank 4 → 2 of 63
Trusaic PayParityPay equity
−35% → 2%
Within noiseInside the floor by 10 points · rank 6 → 12 of 67
GustoEmployee onboarding
−37% → 4%
Within noiseInside the floor by 10 points · rank 5 → 7 of 80
BranchEarned wage access
+30% → 3%
Within noiseInside the floor by 10 points · rank 12 → 7 of 44
Chime WorkplaceEarned wage access
+30% → 3%
Within noiseInside the floor by 10 points · rank 13 → 8 of 44
IndeedJob advertising and distribution
−33% → 0%
Within noiseInside the floor by 10 points · rank 9 → 20 of 103
LinkedIn JobsJob advertising and distribution
−33% → 0%
Within noiseInside the floor by 10 points · rank 8 → 21 of 103
PinRecruiting CRM and sourcing
−37% → 4%
Within noiseInside the floor by 10 points · rank 5 → 6 of 108
Workforce.comWorkforce management suites
+34% → 7%
Within noiseInside the floor by 10 points · rank 10 → 5 of 71
RipplingFlexible benefits and lifestyle spending accounts
+32% → 5%
Within noiseInside the floor by 10 points · rank 6 → 5 of 80
Payscale AscentCompensation management
−35% → 2%
Within noiseInside the floor by 10 points · rank 6 → 17 of 131
Betterworks360 feedback
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 15 of 69
Coursera for BusinessOnline course libraries
−22% → 0%
Within noiseInside the floor by 11 points · rank 6 → 12 of 90
Eightfold AIInternal talent marketplace
+20% → 2%
Within noiseInside the floor by 11 points · rank 124 → 13 of 93
SurveyMonkey360 feedback
−22% → 0%
Within noiseInside the floor by 11 points · rank 13 → 69 of 69
BambooHRHR help desk and case management
−25% → 2%
Within noiseInside the floor by 11 points · rank 7 → 9 of 99
HiBobPerformance management
−27% → 4%
Within noiseInside the floor by 11 points · rank 5 → 7 of 76
TalentDesk.ioContingent workforce management
−27% → 4%
Within noiseInside the floor by 11 points · rank 4 → 10 of 111
TimetasticLeave and absence management
−27% → 4%
Within noiseInside the floor by 11 points · rank 6 of 91, unchanged
SHLCandidate assessment
−22% → 0%
Within noiseInside the floor by 11 points · rank 11 → 17 of 115
The Predictive IndexCandidate assessment
−22% → 0%
Within noiseInside the floor by 11 points · rank 6 → 20 of 115
VervoeCandidate assessment
−22% → 0%
Within noiseInside the floor by 11 points · rank 3 → 13 of 115
WorkhumanRecognition and rewards
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 13 of 87
iMochaCandidate assessment
−22% → 0%
Within noiseInside the floor by 11 points · rank 5 → 18 of 115
interviewstreamVideo interviewing
+20% → 2%
Within noiseInside the floor by 11 points · rank 10 → 9 of 63
DoceboLearning management systems
−25% → 2%
Within noiseInside the floor by 11 points · rank 5 → 7 of 55
CodeSignalCandidate assessment
+20% → 2%
Within noiseInside the floor by 11 points · rank 18 → 9 of 115
DaveEarned wage access
−22% → 0%
Within noiseInside the floor by 11 points · rank 11 → 44 of 44
Eightfold AIAI recruiting assistants
+20% → 2%
Within noiseInside the floor by 11 points · rank 83 → 12 of 84
HackerRankCandidate assessment
+20% → 2%
Within noiseInside the floor by 11 points · rank 12 → 7 of 115
HireVueAI recruiting assistants
+20% → 2%
Within noiseInside the floor by 11 points · rank 71 → 11 of 84
Jira Service ManagementHR help desk and case management
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 21 of 99
JuiceboxAI recruiting assistants
+20% → 2%
Within noiseInside the floor by 11 points · rank 20 → 6 of 84
RavioPay equity
−22% → 0%
Within noiseInside the floor by 11 points · rank 12 → 19 of 67
SeekOutAI recruiting assistants
−22% → 0%
Within noiseInside the floor by 11 points · rank 8 → 13 of 84
NamelyBenefits administration
+22% → 5%
Within noiseInside the floor by 11 points · rank 11 → 7 of 62
365TalentsTalent intelligence
+20% → 2%
Within noiseInside the floor by 11 points · rank 18 → 11 of 80
BambooHRBenefits administration
+20% → 2%
Within noiseInside the floor by 11 points · rank 14 → 10 of 62
BeameryTalent intelligence
+20% → 2%
Within noiseInside the floor by 11 points · rank 75 → 15 of 80
FindemTalent intelligence
+20% → 2%
Within noiseInside the floor by 11 points · rank 19 → 9 of 80
PaylocityBenefits administration
+20% → 2%
Within noiseInside the floor by 11 points · rank 13 → 8 of 62
SlackFrontline employee apps
−22% → 0%
Within noiseInside the floor by 11 points · rank 10 → 97 of 100
SlingFrontline employee apps
−22% → 0%
Within noiseInside the floor by 11 points · rank 7 → 20 of 100
ThrivePassFlexible benefits and lifestyle spending accounts
+20% → 2%
Within noiseInside the floor by 11 points · rank 15 → 7 of 80
TriNet ZenefitsBenefits administration
+20% → 2%
Within noiseInside the floor by 11 points · rank 15 → 12 of 62
WorkvivoFrontline employee apps
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 16 of 100
BetterUpCoaching platforms
+22% → 4%
Within noiseInside the floor by 11 points · rank 16 → 9 of 117
HiBobCompensation management
−26% → 4%
Within noiseInside the floor by 11 points · rank 4 → 7 of 131
AbacumWorkforce planning
+24% → 6%
Within noiseInside the floor by 11 points · rank 8 → 4 of 93
HiBobWorkforce planning
+24% → 6%
Within noiseInside the floor by 11 points · rank 7 → 5 of 93
BenefitfocusBenefits administration
−22% → 0%
Within noiseInside the floor by 11 points · rank 8 → 31 of 62
DegreedLearning experience platforms
+20% → 2%
Within noiseInside the floor by 11 points · rank 14 → 11 of 84
Microsoft 365 for Frontline WorkersFrontline employee apps
+20% → 2%
Within noiseInside the floor by 11 points · rank 28 → 13 of 100
MoodleLearning management systems
−22% → 0%
Within noiseInside the floor by 11 points · rank 7 → 13 of 55
SeekOutRecruiting CRM and sourcing
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 20 of 108
BetterworksGoals and OKRs
−24% → 2%
Within noiseInside the floor by 11 points · rank 9 → 7 of 62
HiBobHRIS and HCM platforms
−215% → 13%
Within noiseInside the floor by 11 points · rank 3 of 57, unchanged
TeamflectSuccession planning
+26% → 8%
Within noiseInside the floor by 11 points · rank 4 of 87, unchanged
HumandHR AI assistants
+20% → 2%
Within noiseInside the floor by 11 points · rank 25 → 10 of 124
QuantiveGoals and OKRs
−22% → 0%
Within noiseInside the floor by 11 points · rank 13 → 15 of 62
EaseBenefits administration
−25% → 2%
Within noiseInside the floor by 11 points · rank 5 → 11 of 62
StaffbaseFrontline employee apps
+22% → 5%
Within noiseInside the floor by 11 points · rank 5 → 3 of 100
ADP Workforce NowHR compliance and policy management
+22% → 4%
Within noiseInside the floor by 11 points · rank 10 → 7 of 91
BambooHRHR compliance and policy management
+22% → 4%
Within noiseInside the floor by 11 points · rank 8 → 6 of 91
Eightfold AISkills intelligence
−24% → 2%
Within noiseInside the floor by 11 points · rank 8 → 22 of 117
PaycorHR compliance and policy management
+22% → 4%
Within noiseInside the floor by 11 points · rank 11 → 8 of 91
HirevireVideo interviewing
−210% → 7%
Within noiseInside the floor by 11 points · rank 2 → 3 of 63
PaylocityCompensation management
+22% → 4%
Within noiseInside the floor by 11 points · rank 14 → 10 of 131
RipplingEmployee onboarding
−227% → 24%
Within noiseInside the floor by 11 points · rank 2 → 1 of 80
15Five360 feedback
+20% → 2%
Within noiseInside the floor by 11 points · rank 17 → 9 of 69
Culture AmpPerformance management
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 15 of 76
Day OffLeave and absence management
−22% → 0%
Within noiseInside the floor by 11 points · rank 7 → 29 of 91
G-PGlobal payroll and employer of record
−22% → 0%
Within noiseInside the floor by 11 points · rank 10 → 44 of 53
LitmosLearning experience platforms
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 28 of 84
Microsoft VisioOrg charts and org design
+20% → 2%
Within noiseInside the floor by 11 points · rank 76 → 17 of 90
PandoLogicJob advertising and distribution
+20% → 2%
Within noiseInside the floor by 11 points · rank 68 → 9 of 103
SmartDrawOrg charts and org design
+20% → 2%
Within noiseInside the floor by 11 points · rank 20 → 15 of 90
beqom Pay EquityPay equity
+20% → 2%
Within noiseInside the floor by 11 points · rank 21 → 18 of 67
PaycorPayroll software
−24% → 2%
Within noiseInside the floor by 11 points · rank 8 → 11 of 55
BambooHRWorkforce management suites
−22% → 0%
Within noiseInside the floor by 11 points · rank 12 → 61 of 71
DeelHR compliance and policy management
+20% → 2%
Within noiseInside the floor by 11 points · rank 25 → 10 of 91
HireRightBackground screening
+20% → 2%
Within noiseInside the floor by 11 points · rank 12 → 9 of 70
SterlingBackground screening
+20% → 2%
Within noiseInside the floor by 11 points · rank 42 → 11 of 70
candidate.fyiInterview scheduling
−26% → 4%
Within noiseInside the floor by 11 points · rank 7 → 9 of 73
Ask BambooHRHR AI assistants
−22% → 0%
Within noiseInside the floor by 11 points · rank 11 → 19 of 124
EZRACoaching platforms
+20% → 2%
Within noiseInside the floor by 11 points · rank 85 → 11 of 117
Paychex FlexPayroll software
+20% → 2%
Within noiseInside the floor by 11 points · rank 15 → 9 of 55
Personify HealthEmployee wellbeing and mental health
+20% → 2%
Within noiseInside the floor by 11 points · rank 17 → 10 of 106
100HiresRecruitment marketing and career sites
−26% → 4%
Within noiseInside the floor by 11 points · rank 5 → 11 of 94
Microsoft SharePointInternal communications and intranet
−210% → 8%
Within noiseInside the floor by 11 points · rank 4 of 83, unchanged
ThoughtFarmerInternal communications and intranet
+24% → 6%
Within noiseInside the floor by 11 points · rank 9 → 7 of 83
ADP Workforce NowLeave and absence management
+20% → 2%
Within noiseInside the floor by 11 points · rank 36 → 11 of 91
DeelEmployee onboarding
+20% → 2%
Within noiseInside the floor by 11 points · rank 12 → 8 of 80
DegreedSkills intelligence
+20% → 2%
Within noiseInside the floor by 11 points · rank 30 → 11 of 117
JostleInternal communications and intranet
+20% → 2%
Within noiseInside the floor by 11 points · rank 20 → 14 of 83
MangoAppsInternal communications and intranet
+22% → 4%
Within noiseInside the floor by 11 points · rank 11 of 83, unchanged
StaffbaseInternal communications and intranet
+20% → 2%
Within noiseInside the floor by 11 points · rank 17 → 12 of 83
Microsoft TeamsInternal communications and intranet
−216% → 14%
Within noiseInside the floor by 11 points · rank 2 → 1 of 83
SimpplrInternal communications and intranet
+210% → 12%
Within noiseInside the floor by 11 points · rank 3 → 2 of 83
GreenhouseRecruitment marketing and career sites
−24% → 2%
Within noiseInside the floor by 11 points · rank 7 → 14 of 94
Profit.coGoals and OKRs
+27% → 9%
Within noiseInside the floor by 11 points · rank 6 → 5 of 62
ZayZoonEarned wage access
+226% → 28%
Within noiseInside the floor by 11 points · rank 2 of 44, unchanged
AppcastJob advertising and distribution
+215% → 17%
Within noiseInside the floor by 11 points · rank 3 → 2 of 103
Articulate StorylineCourse authoring tools
+20% → 2%
Within noiseInside the floor by 11 points · rank 19 → 14 of 76
FiguresCompensation management
+20% → 2%
Within noiseInside the floor by 11 points · rank 34 → 15 of 131
LinkedIn Talent SolutionsRecruitment marketing and career sites
−22% → 0%
Within noiseInside the floor by 11 points · rank 14 → 92 of 94
PayscaleCompensation management
+20% → 2%
Within noiseInside the floor by 11 points · rank 33 → 12 of 131
Workday Succession PlanningSuccession planning
+20% → 2%
Within noiseInside the floor by 11 points · rank 27 → 20 of 87
dominKnow | ONECourse authoring tools
+20% → 2%
Within noiseInside the floor by 11 points · rank 21 → 11 of 76
RadfordCompensation benchmarking data
+24% → 6%
Within noiseInside the floor by 11 points · rank 7 of 138, unchanged
PayscaleCompensation benchmarking data
−224% → 22%
Within noiseInside the floor by 11 points · rank 1 of 138, unchanged
GustoPayroll software
+24% → 6%
Within noiseInside the floor by 11 points · rank 6 of 55, unchanged
WorkableRecruiting CRM and sourcing
+22% → 4%
Within noiseInside the floor by 11 points · rank 10 → 9 of 108
AeqiumPay equity
+22% → 4%
Within noiseInside the floor by 11 points · rank 10 → 9 of 67
ADPListMentoring software
−22% → 0%
Within noiseInside the floor by 11 points · rank 8 → 16 of 74
LeverRecruitment marketing and career sites
+20% → 2%
Within noiseInside the floor by 11 points · rank 36 → 15 of 94
Ten Thousand CoffeesMentoring software
−22% → 0%
Within noiseInside the floor by 11 points · rank 9 → 19 of 74
Fuel50Skills intelligence
+22% → 4%
Within noiseInside the floor by 11 points · rank 9 → 7 of 117
PaycomPayroll software
+26% → 8%
Within noiseInside the floor by 11 points · rank 5 of 55, unchanged
MoveworksHR AI assistants
−24% → 2%
Within noiseInside the floor by 11 points · rank 9 of 124, unchanged
15Five EngageEmployee engagement surveys
−26% → 4%
Within noiseInside the floor by 11 points · rank 6 → 5 of 53
Buddy PunchTime and attendance
−22% → 0%
Within noiseInside the floor by 11 points · rank 12 → 19 of 77
LatticeEmployee engagement surveys
+210% → 12%
Within noiseInside the floor by 11 points · rank 4 of 53, unchanged
OrgvueOrg charts and org design
−22% → 0%
Within noiseInside the floor by 11 points · rank 12 → 18 of 90
Qualtrics EmployeeXMEmployee engagement surveys
+20% → 2%
Within noiseInside the floor by 11 points · rank 45 → 14 of 53
UKG Pro Succession PlanningSuccession planning
−22% → 0%
Within noiseInside the floor by 11 points · rank 10 → 25 of 87
Culture AmpPeople analytics
−22% → 0%
Within noiseInside the floor by 11 points · rank 10 → 17 of 101
YouCanBookMeInterview scheduling
−22% → 0%
Within noiseInside the floor by 11 points · rank 12 → 20 of 73
PhenomRecruitment marketing and career sites
+24% → 6%
Within noiseInside the floor by 11 points · rank 6 of 94, unchanged
TalentLyftRecruitment marketing and career sites
+24% → 6%
Within noiseInside the floor by 11 points · rank 9 → 3 of 94
Accurate BackgroundBackground screening
+22% → 4%
Within noiseInside the floor by 11 points · rank 6 of 70, unchanged
FeedbackPulse360 feedback
+22% → 4%
Within noiseInside the floor by 11 points · rank 10 → 8 of 69
PerformYard360 feedback
+22% → 4%
Within noiseInside the floor by 11 points · rank 7 of 69, unchanged
BambooHRSuccession planning
−24% → 2%
Within noiseInside the floor by 11 points · rank 8 → 10 of 87
SuccessionStackSuccession planning
−24% → 2%
Within noiseInside the floor by 11 points · rank 7 → 18 of 87
LoxoTalent intelligence
−24% → 2%
Within noiseInside the floor by 11 points · rank 8 → 10 of 80
360LearningLearning management systems
+25% → 6%
Within noiseInside the floor by 11 points · rank 4 of 55, unchanged
ConnecteamWorkforce management suites
−26% → 5%
Within noiseInside the floor by 11 points · rank 8 → 7 of 71
DeputyWorkforce management suites
−26% → 5%
Within noiseInside the floor by 11 points · rank 5 → 6 of 71
LatticeHR AI assistants
−26% → 4%
Within noiseInside the floor by 11 points · rank 5 → 8 of 124
DoodleInterview scheduling
+20% → 2%
Within noiseInside the floor by 11 points · rank 67 → 18 of 73
365TalentsSkills intelligence
+26% → 8%
Within noiseInside the floor by 11 points · rank 6 → 4 of 117
WorksomeContingent workforce management
+24% → 6%
Within noiseInside the floor by 11 points · rank 6 of 111, unchanged
GustoHRIS and HCM platforms
+22% → 4%
Within noiseInside the floor by 11 points · rank 8 → 6 of 57
ChronusMentoring software
−26% → 4%
Within noiseInside the floor by 11 points · rank 6 → 8 of 74
ManatalApplicant tracking systems
+22% → 4%
Within noiseInside the floor by 11 points · rank 8 of 54, unchanged
GemTalent intelligence
+215% → 16%
Within noiseInside the floor by 11 points · rank 2 of 80, unchanged
iMochaSkills intelligence
+29% → 10%
Within noiseInside the floor by 11 points · rank 3 → 2 of 117
CanvaOrg charts and org design
−24% → 2%
Within noiseInside the floor by 11 points · rank 9 → 12 of 90
MiroOrg charts and org design
−24% → 2%
Within noiseInside the floor by 11 points · rank 8 → 16 of 90
Lyra HealthEmployee wellbeing and mental health
−210% → 8%
Within noiseInside the floor by 11 points · rank 3 → 5 of 106
15FivePerformance management
+27% → 8%
Within noiseInside the floor by 11 points · rank 4 → 3 of 76
Conexis VMSContingent workforce management
+27% → 8%
Within noiseInside the floor by 11 points · rank 5 of 111, unchanged
QuickBooks TimeTime and attendance
−24% → 2%
Within noiseInside the floor by 11 points · rank 10 → 11 of 77
Lattice CompensationCompensation management
−24% → 2%
Within noiseInside the floor by 11 points · rank 9 → 16 of 131
QuotaPathCompensation management
−24% → 2%
Within noiseInside the floor by 11 points · rank 10 → 14 of 131
MetaviewTalent intelligence
−26% → 5%
Within noiseInside the floor by 11 points · rank 6 → 7 of 80
Absorb LMSCompliance training
+27% → 9%
Within noiseInside the floor by 11 points · rank 5 → 6 of 89
Workday Adaptive PlanningWorkforce planning
−28% → 6%
Within noiseInside the floor by 11 points · rank 4 → 3 of 93
LatticePerformance management
+241% → 43%
Within noiseInside the floor by 11 points · rank 1 of 76, unchanged
ChatGPTHR AI assistants
−210% → 9%
Within noiseInside the floor by 11 points · rank 3 → 5 of 124
LeaveBoardLeave and absence management
+111% → 12%
Within noiseInside the floor by 12 points · rank 4 → 2 of 91
WorksuiteContingent workforce management
+111% → 12%
Within noiseInside the floor by 12 points · rank 2 → 3 of 111
TalentLMSOnline course libraries
+18% → 9%
Within noiseInside the floor by 12 points · rank 3 of 90, unchanged
BonuslyRecognition and rewards
+122% → 23%
Within noiseInside the floor by 12 points · rank 1 → 2 of 87
CaptivateIQCompensation management
+13% → 4%
Within noiseInside the floor by 12 points · rank 11 → 5 of 131
ConnecteamTime and attendance
+18% → 9%
Within noiseInside the floor by 12 points · rank 6 → 4 of 77
LeverApplicant tracking systems
+17% → 8%
Within noiseInside the floor by 12 points · rank 4 → 5 of 54
TorchCoaching platforms
−17% → 6%
Within noiseInside the floor by 12 points · rank 4 → 5 of 117
BambooHR CompensationCompensation management
+11% → 2%
Within noiseInside the floor by 12 points · rank 18 → 11 of 131
BambooHRHRIS and HCM platforms
+18% → 9%
Within noiseInside the floor by 12 points · rank 5 → 4 of 57
Culture Amp360 feedback
−18% → 7%
Within noiseInside the floor by 12 points · rank 4 of 69, unchanged
hireEZTalent intelligence
+18% → 9%
Within noiseInside the floor by 12 points · rank 5 → 3 of 80
JobTargetJob advertising and distribution
−121% → 20%
Within noiseInside the floor by 12 points · rank 1 of 103, unchanged
Zoho PeopleHRIS and HCM platforms
+122% → 23%
Within noiseInside the floor by 12 points · rank 2 of 57, unchanged
DeelCompensation management
−11% → 0%
Within noiseInside the floor by 12 points · rank 19 → 29 of 131
OpenCompCompensation management
−11% → 0%
Within noiseInside the floor by 12 points · rank 21 → 27 of 131
Salary.comCompensation management
−11% → 0%
Within noiseInside the floor by 12 points · rank 22 → 26 of 131
BackgroundChecks.comBackground screening
+112% → 13%
Within noiseInside the floor by 12 points · rank 4 → 3 of 70
RipplingLeave and absence management
−113% → 12%
Within noiseInside the floor by 12 points · rank 3 of 91, unchanged
Vacation TrackerLeave and absence management
−113% → 12%
Within noiseInside the floor by 12 points · rank 2 → 4 of 91
LatticeSuccession planning
−131% → 30%
Within noiseInside the floor by 12 points · rank 1 of 87, unchanged
Verified FirstBackground screening
−17% → 6%
Within noiseInside the floor by 12 points · rank 5 of 70, unchanged
iSpring SuiteCourse authoring tools
+115% → 16%
Within noiseInside the floor by 12 points · rank 3 of 76, unchanged
HomebaseTime and attendance
−110% → 9%
Within noiseInside the floor by 12 points · rank 4 → 7 of 77
Toggl TrackTime and attendance
−110% → 9%
Within noiseInside the floor by 12 points · rank 5 → 6 of 77
Zoho PeopleWorkforce management suites
+111% → 11%
Within noiseInside the floor by 12 points · rank 4 → 3 of 71
Skills BaseSkills intelligence
−117% → 16%
Within noiseInside the floor by 12 points · rank 2 → 1 of 117
CalendlyInterview scheduling
+121% → 21%
Within noiseInside the floor by 12 points · rank 1 of 73, unchanged
PushFarMentoring software
+110% → 10%
Within noiseInside the floor by 12 points · rank 5 → 4 of 74
DeelContingent workforce management
−19% → 8%
Within noiseInside the floor by 12 points · rank 3 → 4 of 111
PinpointApplicant tracking systems
−14% → 4%
Within noiseInside the floor by 12 points · rank 7 of 54, unchanged
Salary.com CompAnalystCompensation management
−15% → 4%
Within noiseInside the floor by 12 points · rank 7 → 9 of 131
RipplingPeople analytics
±04% → 4%
Within noiseInside the floor by 13 points · rank 7 → 5 of 101
When I WorkWorkforce scheduling
±06% → 7%
Within noiseInside the floor by 13 points · rank 5 → 4 of 99
Zoho RecruitRecruiting CRM and sourcing
±07% → 6%
Within noiseInside the floor by 13 points · rank 4 → 5 of 108
ClockifyTime and attendance
±012% → 11%
Within noiseInside the floor by 13 points · rank 2 of 77, unchanged
GustoBenefits administration
±018% → 19%
Within noiseInside the floor by 13 points · rank 4 → 2 of 62
HiBobHR AI assistants
±06% → 7%
Within noiseInside the floor by 13 points · rank 6 of 124, unchanged
Workday HCMHRIS and HCM platforms
±02% → 2%
Within noiseInside the floor by 13 points · rank 10 → 13 of 57
RemoteGlobal payroll and employer of record
±09% → 8%
Within noiseInside the floor by 13 points · rank 5 of 53, unchanged
TechWolfSkills intelligence
±09% → 8%
Within noiseInside the floor by 13 points · rank 5 of 117, unchanged
PhenomInternal talent marketplace
±02% → 2%
Within noiseInside the floor by 13 points · rank 9 → 12 of 93
Teamflect360 feedback
±02% → 2%
Within noiseInside the floor by 13 points · rank 8 → 11 of 69
BambooHRLeave and absence management
±028% → 29%
Within noiseInside the floor by 13 points · rank 1 of 91, unchanged
EasygeneratorCourse authoring tools
±02% → 2%
Within noiseInside the floor by 13 points · rank 11 → 8 of 76
ElucidatCourse authoring tools
±02% → 2%
Within noiseInside the floor by 13 points · rank 12 → 9 of 76
LinkedIn RecruiterRecruiting CRM and sourcing
±05% → 4%
Within noiseInside the floor by 13 points · rank 7 of 108, unchanged
PaycorWorkforce management suites
±04% → 5%
Within noiseInside the floor by 13 points · rank 9 → 8 of 71
RipplingWorkforce scheduling
±04% → 5%
Within noiseInside the floor by 13 points · rank 7 → 6 of 99
PhenomTalent intelligence
±02% → 2%
Within noiseInside the floor by 13 points · rank 16 → 14 of 80
GuustoRecognition and rewards
±05% → 5%
Within noiseInside the floor by 13 points · rank 7 → 6 of 87
ADPPayroll software
±011% → 10%
Within noiseInside the floor by 13 points · rank 4 of 55, unchanged
EmtrainCompliance training
±02% → 2%
Within noiseInside the floor by 13 points · rank 9 → 10 of 89
iSpring LearnCompliance training
±02% → 2%
Within noiseInside the floor by 13 points · rank 10 → 11 of 89
Dovetail SoftwareHR help desk and case management
±05% → 5%
Within noiseInside the floor by 13 points · rank 8 → 5 of 99
ServiceNow HR Service DeliveryHR help desk and case management
±05% → 5%
Within noiseInside the floor by 13 points · rank 6 → 8 of 99
WorkableInterview scheduling
±04% → 4%
Within noiseInside the floor by 13 points · rank 9 → 8 of 73
FringeFlexible benefits and lifestyle spending accounts
±02% → 2%
Within noiseInside the floor by 13 points · rank 7 → 8 of 80
DayforceWorkforce management suites
±02% → 2%
Within noiseInside the floor by 13 points · rank 11 of 71, unchanged
SAP FieldglassContingent workforce management
±02% → 2%
Within noiseInside the floor by 13 points · rank 18 of 111, unchanged
UpworkContingent workforce management
±02% → 2%
Within noiseInside the floor by 13 points · rank 10 → 14 of 111
Workday VNDLYContingent workforce management
±02% → 2%
Within noiseInside the floor by 13 points · rank 11 of 111, unchanged
VisierWorkforce planning
±02% → 2%
Within noiseInside the floor by 13 points · rank 9 → 11 of 93
HireflixVideo interviewing
±05% → 5%
Within noiseInside the floor by 13 points · rank 6 → 5 of 63
AshbyInterview scheduling
±02% → 2%
Within noiseInside the floor by 13 points · rank 11 → 10 of 73
Udemy BusinessLearning experience platforms
±02% → 2%
Within noiseInside the floor by 13 points · rank 12 of 84, unchanged
MultiplierGlobal payroll and employer of record
±02% → 2%
Within noiseInside the floor by 13 points · rank 9 of 53, unchanged
SixFiftyHR compliance and policy management
±02% → 2%
Within noiseInside the floor by 13 points · rank 9 → 11 of 91
HeadspaceEmployee wellbeing and mental health
±02% → 2%
Within noiseInside the floor by 13 points · rank 8 → 9 of 106
TestlifyCandidate assessment
±02% → 2%
Within noiseInside the floor by 13 points · rank 4 → 8 of 115
VidCruiterVideo interviewing
±02% → 2%
Within noiseInside the floor by 13 points · rank 8 of 63, unchanged
MangoAppsFrontline employee apps
±02% → 2%
Within noiseInside the floor by 13 points · rank 6 → 7 of 100
PaycorBenefits administration
±02% → 2%
Within noiseInside the floor by 13 points · rank 7 → 9 of 62
ClickUpGoals and OKRs
±02% → 2%
Within noiseInside the floor by 13 points · rank 15 → 10 of 62
TeamflectGoals and OKRs
±02% → 2%
Within noiseInside the floor by 13 points · rank 10 → 8 of 62
WorkBoardGoals and OKRs
±02% → 2%
Within noiseInside the floor by 13 points · rank 11 → 9 of 62
PaveCompensation management
±018% → 18%
Within noiseInside the floor by 13 points · rank 1 of 131, unchanged
0Floor 13 pts · measured

The floor is 13 points of share, measured: how far the models move a leader on their own when the same questions are asked twice with nothing changed. A larger change is movement; a smaller one is noise, and both are shown. Movement is read over the twelve models both editions asked; GPT-6 Luna, Muse Glimmer 30B joined this edition and are in the standing but not yet in the comparison. How the floor is measured · Every change resolves to its category page and to the previous edition's record on the Data page.

Cite this

HR AI Recommendation Index, October 2026 Edition: movement. hr-ai-index.com/research/movement/. Published under CC BY 4.0. Every figure on this page is computed from the published edition and changes with it; the edition and its date are the citation.

The output is the models' output. Nothing here says the models can be steered, and nothing here is a recommendation by the index.