# Rippling alternatives: what AI models name instead, October 2026 HR AI Recommendation Index, October 2026 Edition. 3,460 of the 4,284 answers in the 17 categories where Rippling holds a standing named it neither first nor as an alternative; these are the first choices those answers made. Page: https://hr-ai-index.com/vendors/rippling/alternatives/ ## Named instead, most often (every category and segment added) - Homebase: 121 - Gusto: 107 - BambooHR: 89 - Zoho People: 74 - UKG Pro: 62 - Workday: 61 ## HRIS and HCM platforms **Small business**: 41 of 84 answers did not name Rippling (Rippling is #4 of 10 at 14%). - Gusto: first choice in 10 of those 41 - Zoho People: first choice in 9 of those 41 - BambooHR: first choice in 8 of those 41 - TalentHR: first choice in 2 of those 41 - Deel: first choice in 1 of those 41 **Mid-market**: 46 of 84 answers did not name Rippling (Rippling is #1 of 13 at 26%). - Zoho People: first choice in 10 of those 46 - ADP Workforce Now: first choice in 3 of those 46 - BambooHR: first choice in 3 of those 46 - Gusto: first choice in 2 of those 46 - HiBob: first choice in 2 of those 46 - UKG Pro: first choice in 2 of those 46 - Paylocity: first choice in 1 of those 46 - TalentHR: first choice in 1 of those 46 **Enterprise**: 74 of 84 answers did not name Rippling (Rippling is #4 of 9 at 5%). - Workday HCM: first choice in 39 of those 74 - Oracle Fusion Cloud HCM: first choice in 3 of those 74 - SAP SuccessFactors: first choice in 3 of those 74 - HiBob: first choice in 2 of those 74 - ADP Workforce Now: first choice in 1 of those 74 - Dayforce: first choice in 1 of those 74 - HR Cloud: first choice in 1 of those 74 - IceHrm Pro: first choice in 1 of those 74 ## Employee onboarding **Small business**: 46 of 84 answers did not name Rippling (Rippling is #3 of 9 at 8%). - Gusto: first choice in 10 of those 46 - BambooHR: first choice in 8 of those 46 - Connecteam: first choice in 3 of those 46 - Zoho People: first choice in 3 of those 46 - Deel: first choice in 2 of those 46 - GoCo: first choice in 2 of those 46 - Homebase: first choice in 2 of those 46 - TalentHR: first choice in 2 of those 46 **Mid-market**: 49 of 84 answers did not name Rippling (Rippling is #1 of 12 at 25%). - Zoho People: first choice in 8 of those 49 - BambooHR: first choice in 6 of those 49 - Connecteam: first choice in 2 of those 49 - HiBob: first choice in 2 of those 49 - Personio: first choice in 2 of those 49 - Deel: first choice in 1 of those 49 - Freshteam: first choice in 1 of those 49 - GoCo: first choice in 1 of those 49 **Enterprise**: 52 of 84 answers did not name Rippling (Rippling is #4 of 11 at 10%). - Workday: first choice in 11 of those 52 - SAP SuccessFactors: first choice in 6 of those 52 - Enboarder: first choice in 4 of those 52 - BambooHR: first choice in 2 of those 52 - Trainual: first choice in 2 of those 52 - ClearCompany: first choice in 1 of those 52 - Disprz: first choice in 1 of those 52 - Docebo: first choice in 1 of those 52 ## Payroll software **Small business**: 66 of 84 answers did not name Rippling (Rippling is #5 of 11 at 2%). - Gusto: first choice in 23 of those 66 - Patriot Payroll: first choice in 11 of those 66 - OnPay: first choice in 5 of those 66 - QuickBooks Payroll: first choice in 5 of those 66 - Payroll4Free: first choice in 2 of those 66 - ADP: first choice in 1 of those 66 - QuickBooks Workforce: first choice in 1 of those 66 - Square Payroll: first choice in 1 of those 66 **Mid-market**: 48 of 84 answers did not name Rippling (Rippling is #1 of 14 at 20%). - Patriot Payroll: first choice in 10 of those 48 - Gusto: first choice in 5 of those 48 - ADP Workforce Now: first choice in 3 of those 48 - Payroll4Free: first choice in 3 of those 48 - ADP: first choice in 2 of those 48 - Paycom: first choice in 2 of those 48 - Patriot Payroll's Full Service plan: first choice in 1 of those 48 - Patron Payroll: first choice in 1 of those 48 **Enterprise**: 71 of 84 answers did not name Rippling (Rippling is #6 of 14 at 5%). - ADP: first choice in 22 of those 71 - Workday: first choice in 12 of those 71 - ADP Workforce Now: first choice in 8 of those 71 - Dayforce: first choice in 3 of those 71 - Paylocity: first choice in 3 of those 71 - ADP Global Payroll: first choice in 2 of those 71 - Paychex Flex: first choice in 2 of those 71 - Paycom: first choice in 2 of those 71 ## HR compliance and policy management **Small business**: 61 of 84 answers did not name Rippling (Rippling is #4 of 9 at 5%). - Gusto: first choice in 7 of those 61 - BambooHR: first choice in 6 of those 61 - Trainual: first choice in 4 of those 61 - Handbooks.io: first choice in 3 of those 61 - Justworks: first choice in 3 of those 61 - Mitratech Mineral: first choice in 3 of those 61 - Zoho People: first choice in 3 of those 61 - AirMason: first choice in 2 of those 61 **Mid-market**: 63 of 84 answers did not name Rippling (Rippling is #1 of 12 at 19%). - Zoho People: first choice in 7 of those 63 - Trainual: first choice in 6 of those 63 - Gusto: first choice in 5 of those 63 - Mitratech Mineral: first choice in 5 of those 63 - Blissbook: first choice in 3 of those 63 - ADP Workforce Now: first choice in 2 of those 63 - Deel: first choice in 1 of those 63 - Gusto Simple: first choice in 1 of those 63 **Enterprise**: 66 of 84 answers did not name Rippling (Rippling is #3 of 10 at 13%). - Workday: first choice in 15 of those 66 - NAVEX PolicyTech: first choice in 8 of those 66 - SAP SuccessFactors: first choice in 8 of those 66 - AirMason: first choice in 2 of those 66 - Blissbook: first choice in 2 of those 66 - ADP SmartCompliance®: first choice in 1 of those 66 - ADP Workforce Now: first choice in 1 of those 66 - BambooHR: first choice in 1 of those 66 ## Workforce management suites **Small business**: 73 of 84 answers did not name Rippling (Rippling is #4 of 14 at 9%). - Homebase: first choice in 40 of those 73 - When I Work: first choice in 9 of those 73 - Connecteam: first choice in 7 of those 73 - Deputy: first choice in 6 of those 73 - Zoho People: first choice in 6 of those 73 - Deputy Core: first choice in 1 of those 73 - Float: first choice in 1 of those 73 - Gusto: first choice in 1 of those 73 **Mid-market**: 66 of 84 answers did not name Rippling (Rippling is #1 of 17 at 17%). - Homebase: first choice in 7 of those 66 - Zoho People: first choice in 6 of those 66 - ADP Workforce Now: first choice in 4 of those 66 - UKG Pro: first choice in 3 of those 66 - Workforce.com: first choice in 3 of those 66 - Dayforce: first choice in 2 of those 66 - Deputy: first choice in 2 of those 66 - Paycor: first choice in 2 of those 66 **Enterprise**: 80 of 84 answers did not name Rippling. - UKG Pro: first choice in 24 of those 80 - UKG Pro Workforce Management: first choice in 13 of those 80 - Dayforce: first choice in 6 of those 80 - Workday Workforce Management: first choice in 4 of those 80 - WorkForce Software: first choice in 3 of those 80 - Oracle Fusion Cloud HCM: first choice in 2 of those 80 - UKG Pro Suite: first choice in 2 of those 80 - UKG Workforce Central: first choice in 2 of those 80 ## Benefits administration **Small business**: 49 of 84 answers did not name Rippling (Rippling is #2 of 14 at 13%). - Gusto: first choice in 20 of those 49 - GoCo: first choice in 3 of those 49 - Justworks: first choice in 3 of those 49 - Employee Navigator: first choice in 2 of those 49 - OnPay: first choice in 2 of those 49 - TriNet Zenefits: first choice in 2 of those 49 - BambooHR: first choice in 1 of those 49 - Ease: first choice in 1 of those 49 **Mid-market**: 60 of 84 answers did not name Rippling (Rippling is #4 of 13 at 14%). - Gusto: first choice in 8 of those 60 - ADP Workforce Now: first choice in 7 of those 60 - Employee Navigator: first choice in 4 of those 60 - OnPay: first choice in 4 of those 60 - Namely: first choice in 3 of those 60 - Ease: first choice in 2 of those 60 - BambooHR: first choice in 1 of those 60 - BerniePortal: first choice in 1 of those 60 **Enterprise**: 66 of 84 answers did not name Rippling (Rippling is #5 of 12 at 6%). - Workday HCM: first choice in 15 of those 66 - ADP Workforce Now: first choice in 13 of those 66 - Benefitfocus: first choice in 6 of those 66 - bswift: first choice in 6 of those 66 - Businessolver: first choice in 3 of those 66 - PlanSource: first choice in 3 of those 66 - Alight Solutions: first choice in 2 of those 66 - Employee Navigator: first choice in 2 of those 66 ## Global payroll and employer of record **Small business**: 65 of 84 answers did not name Rippling (Rippling is #4 of 9 at 8%). - RemoFirst: first choice in 17 of those 65 - Deel: first choice in 16 of those 65 - Remote: first choice in 7 of those 65 - Native Teams: first choice in 3 of those 65 - Multiplier: first choice in 2 of those 65 - Justworks: first choice in 1 of those 65 - Oyster: first choice in 1 of those 65 - Papaya Global: first choice in 1 of those 65 **Mid-market**: 57 of 84 answers did not name Rippling (Rippling is #3 of 9 at 13%). - RemoFirst: first choice in 10 of those 57 - Deel: first choice in 7 of those 57 - Hire with Columbus: first choice in 4 of those 57 - Papaya Global: first choice in 3 of those 57 - Remote: first choice in 3 of those 57 - Multiplier: first choice in 2 of those 57 - Remote People: first choice in 2 of those 57 - Safeguard Global: first choice in 2 of those 57 **Enterprise**: 58 of 84 answers did not name Rippling (Rippling is #7 of 13 at 2%). - ADP: first choice in 6 of those 58 - ADP GlobalView Payroll: first choice in 6 of those 58 - G-P: first choice in 6 of those 58 - Deel: first choice in 5 of those 58 - Papaya Global: first choice in 4 of those 58 - Remote: first choice in 3 of those 58 - Teamed Global: first choice in 2 of those 58 - ADP GlobalView/Celergo: first choice in 1 of those 58 ## Leave and absence management **Small business**: 79 of 84 answers did not name Rippling (Rippling is #14 of 14 at 0%). - Vacation Tracker: first choice in 18 of those 79 - LeaveBoard: first choice in 11 of those 79 - BambooHR: first choice in 9 of those 79 - Timetastic: first choice in 7 of those 79 - AttendanceBot: first choice in 3 of those 79 - Buddy Punch: first choice in 3 of those 79 - Day Off: first choice in 3 of those 79 - Calamari: first choice in 2 of those 79 **Mid-market**: 64 of 84 answers did not name Rippling (Rippling is #4 of 14 at 11%). - BambooHR: first choice in 12 of those 64 - LeaveBoard: first choice in 8 of those 64 - Vacation Tracker: first choice in 7 of those 64 - Timetastic: first choice in 3 of those 64 - actiPLANS: first choice in 3 of those 64 - Factorial: first choice in 2 of those 64 - HiBob: first choice in 2 of those 64 - ADP Workforce Now: first choice in 1 of those 64 **Enterprise**: 63 of 84 answers did not name Rippling (Rippling is #6 of 10 at 2%). - Workday: first choice in 18 of those 63 - AbsenceSoft: first choice in 5 of those 63 - UKG Pro: first choice in 4 of those 63 - ADP: first choice in 2 of those 63 - ADP Workforce Now: first choice in 2 of those 63 - SAP SuccessFactors: first choice in 2 of those 63 - Stiira: first choice in 2 of those 63 - ADP Total Absence Management: first choice in 1 of those 63 ## PEO providers **Small business**: 65 of 84 answers did not name Rippling (Rippling is #3 of 8 at 6%). - Justworks: first choice in 33 of those 65 - TriNet: first choice in 4 of those 65 - Paychex PEO: first choice in 2 of those 65 - ADP TotalSource: first choice in 1 of those 65 - DecisionHR: first choice in 1 of those 65 - Deel: first choice in 1 of those 65 - FirstHR: first choice in 1 of those 65 - Insperity: first choice in 1 of those 65 **Mid-market**: 66 of 84 answers did not name Rippling (Rippling is #5 of 9 at 10%). - ADP TotalSource: first choice in 12 of those 66 - Justworks: first choice in 9 of those 66 - Paychex PEO: first choice in 6 of those 66 - TriNet: first choice in 6 of those 66 - Insperity: first choice in 2 of those 66 - CoAdvantage: first choice in 1 of those 66 - EORHQ's recommended provider: first choice in 1 of those 66 - G&A Partners: first choice in 1 of those 66 **Enterprise**: 68 of 84 answers did not name Rippling (Rippling is #3 of 8 at 10%). - ADP TotalSource: first choice in 28 of those 68 - TriNet: first choice in 7 of those 68 - Paychex PEO: first choice in 2 of those 68 - ADP TotalSource®: first choice in 1 of those 68 - Infiniti HR: first choice in 1 of those 68 - Insperity HRScale: first choice in 1 of those 68 - Justworks: first choice in 1 of those 68 - Paychex: first choice in 1 of those 68 ## HR AI assistants **Small business**: 74 of 84 answers did not name Rippling (Rippling is #7 of 11 at 2%). - Ask BambooHR: first choice in 15 of those 74 - MeBeBot: first choice in 11 of those 74 - Gusto: first choice in 9 of those 74 - Workativ Assistant: first choice in 4 of those 74 - ChatGPT: first choice in 3 of those 74 - Claude: first choice in 3 of those 74 - BambooHR – Ask BambooHR: first choice in 1 of those 74 - BambooHR’s Ask BambooHR: first choice in 1 of those 74 **Mid-market**: 72 of 84 answers did not name Rippling (Rippling is #3 of 11 at 10%). - MeBeBot: first choice in 11 of those 72 - Leena AI: first choice in 7 of those 72 - Workativ Assistant: first choice in 5 of those 72 - ChatGPT: first choice in 4 of those 72 - Moveworks: first choice in 4 of those 72 - Claude: first choice in 3 of those 72 - HiBob: first choice in 3 of those 72 - Lattice: first choice in 3 of those 72 **Enterprise**: 82 of 84 answers did not name Rippling. - Moveworks: first choice in 21 of those 82 - Leena AI: first choice in 13 of those 82 - Workday Illuminate: first choice in 10 of those 82 - Microsoft 365 Copilot: first choice in 4 of those 82 - ServiceNow HR Service Delivery: first choice in 2 of those 82 - Kinfolk for HR: first choice in 1 of those 82 - MeBeBot: first choice in 1 of those 82 - Microsoft Copilot: first choice in 1 of those 82 ## Time and attendance **Small business**: 81 of 84 answers did not name Rippling. - Homebase: first choice in 14 of those 81 - Clockify: first choice in 12 of those 81 - Harvest: first choice in 12 of those 81 - Connecteam: first choice in 6 of those 81 - Jibble: first choice in 6 of those 81 - Buddy Punch: first choice in 3 of those 81 - OnTheClock: first choice in 3 of those 81 - QuickBooks Time: first choice in 3 of those 81 **Mid-market**: 73 of 84 answers did not name Rippling (Rippling is #9 of 15 at 6%). - UKG Pro: first choice in 7 of those 73 - Clockify: first choice in 6 of those 73 - Jibble: first choice in 6 of those 73 - BigTime: first choice in 5 of those 73 - Homebase: first choice in 5 of those 73 - Paylocity: first choice in 5 of those 73 - Connecteam: first choice in 4 of those 73 - Toggl Track: first choice in 4 of those 73 **Enterprise**: 65 of 84 answers did not name Rippling (Rippling is #7 of 13 at 4%). - UKG Pro: first choice in 14 of those 65 - ADP Workforce Now: first choice in 7 of those 65 - UKG Pro Workforce Management: first choice in 7 of those 65 - QuickBooks Time: first choice in 3 of those 65 - UKG Ready: first choice in 3 of those 65 - Jibble: first choice in 2 of those 65 - Replicon: first choice in 2 of those 65 - ADP WorkForce Suite: first choice in 1 of those 65 ## Flexible benefits and lifestyle spending accounts **Small business**: 70 of 84 answers did not name Rippling (Rippling is #8 of 10 at 0%). - Compt: first choice in 24 of those 70 - Benepass: first choice in 10 of those 70 - JOON: first choice in 10 of those 70 - Forma: first choice in 7 of those 70 - Gusto: first choice in 4 of those 70 - ThrivePass: first choice in 2 of those 70 - Fringe: first choice in 1 of those 70 - GoCo: first choice in 1 of those 70 **Mid-market**: 76 of 84 answers did not name Rippling (Rippling is #5 of 10 at 4%). - Compt: first choice in 20 of those 76 - Forma: first choice in 13 of those 76 - Benepass: first choice in 11 of those 76 - JOON: first choice in 4 of those 76 - Holisticly: first choice in 2 of those 76 - Alight Solutions: first choice in 1 of those 76 - Alloy Benefits: first choice in 1 of those 76 - Benefex: first choice in 1 of those 76 **Enterprise**: 76 of 84 answers did not name Rippling (Rippling is #5 of 12 at 2%). - Forma: first choice in 25 of those 76 - Compt: first choice in 11 of those 76 - Benepass: first choice in 9 of those 76 - Workday: first choice in 2 of those 76 - Alight Solutions: first choice in 1 of those 76 - Ben: first choice in 1 of those 76 - Benefex: first choice in 1 of those 76 - BenefitHub: first choice in 1 of those 76 ## Workforce scheduling **Small business**: 83 of 84 answers did not name Rippling. - Homebase: first choice in 25 of those 83 - Connecteam: first choice in 15 of those 83 - Sling: first choice in 13 of those 83 - When I Work: first choice in 13 of those 83 - Calendly: first choice in 2 of those 83 - Acuity Scheduling: first choice in 1 of those 83 - Buddy Punch: first choice in 1 of those 83 - ClinicSense: first choice in 1 of those 83 **Mid-market**: 79 of 84 answers did not name Rippling (Rippling is #6 of 11 at 4%). - Deputy: first choice in 19 of those 79 - Sling: first choice in 12 of those 79 - Calendly: first choice in 8 of those 79 - Homebase: first choice in 6 of those 79 - When I Work: first choice in 6 of those 79 - Connecteam: first choice in 5 of those 79 - Cal.com: first choice in 2 of those 79 - 7shifts: first choice in 1 of those 79 **Enterprise**: 78 of 84 answers did not name Rippling. - UKG Pro Workforce Management: first choice in 12 of those 78 - UKG Pro: first choice in 8 of those 78 - Workday Workforce Management: first choice in 6 of those 78 - Shiftboard: first choice in 5 of those 78 - Deputy: first choice in 4 of those 78 - Calendly: first choice in 3 of those 78 - Dayforce: first choice in 3 of those 78 - ADP WorkForce Suite: first choice in 2 of those 78 ## Workforce planning **Small business**: 57 of 84 answers did not name Rippling (Rippling is #3 of 13 at 8%). - Homebase: first choice in 15 of those 57 - ChartHop: first choice in 9 of those 57 - BambooHR: first choice in 4 of those 57 - Connecteam: first choice in 4 of those 57 - Gusto: first choice in 3 of those 57 - Zoho People: first choice in 3 of those 57 - Budgeto: first choice in 1 of those 57 - ClickUp: first choice in 1 of those 57 **Mid-market**: 64 of 84 answers did not name Rippling (Rippling is #8 of 15 at 4%). - ChartHop: first choice in 12 of those 64 - Homebase: first choice in 7 of those 64 - Workday Adaptive Planning: first choice in 5 of those 64 - Abacum: first choice in 4 of those 64 - Planful: first choice in 3 of those 64 - TeamOhana: first choice in 3 of those 64 - Leapsome: first choice in 2 of those 64 - Paylocity: first choice in 2 of those 64 **Enterprise**: 81 of 84 answers did not name Rippling (Rippling is #10 of 10 at 0%). - Anaplan: first choice in 35 of those 81 - Workday Adaptive Planning: first choice in 18 of those 81 - ChartHop: first choice in 3 of those 81 - Pigment: first choice in 3 of those 81 - Workday: first choice in 3 of those 81 - TeamOhana: first choice in 2 of those 81 - Workday HCM: first choice in 2 of those 81 - Oracle Workforce Planning: first choice in 1 of those 81 ## People analytics **Small business**: 51 of 84 answers did not name Rippling (Rippling is #3 of 16 at 7%). - BambooHR: first choice in 20 of those 51 - Zoho People: first choice in 3 of those 51 - ChartHop: first choice in 2 of those 51 - Factorial: first choice in 2 of those 51 - Personio: first choice in 2 of those 51 - ChartHop Core: first choice in 1 of those 51 - IntelliHR: first choice in 1 of those 51 - Lattice: first choice in 1 of those 51 **Mid-market**: 67 of 84 answers did not name Rippling (Rippling is #5 of 11 at 3%). - Crunchr: first choice in 15 of those 67 - Visier: first choice in 12 of those 67 - ChartHop: first choice in 9 of those 67 - HiBob: first choice in 6 of those 67 - One Model: first choice in 3 of those 67 - BambooHR: first choice in 2 of those 67 - Orgnostic: first choice in 2 of those 67 - Culture Amp: first choice in 1 of those 67 **Enterprise**: 83 of 84 answers did not name Rippling. - Visier: first choice in 43 of those 83 - ChartHop: first choice in 5 of those 83 - Workday People Analytics: first choice in 5 of those 83 - Crunchr: first choice in 4 of those 83 - One Model: first choice in 4 of those 83 - Looker Studio: first choice in 1 of those 83 - Microsoft Power BI: first choice in 1 of those 83 - Ordio: first choice in 1 of those 83 ## Applicant tracking systems **Small business**: 81 of 84 answers did not name Rippling. - Breezy HR: first choice in 22 of those 81 - JazzHR: first choice in 15 of those 81 - Zoho Recruit: first choice in 14 of those 81 - Workable: first choice in 10 of those 81 - ApplicantStack: first choice in 3 of those 81 - Ashby: first choice in 3 of those 81 - 100Hires: first choice in 2 of those 81 - Lever: first choice in 2 of those 81 **Mid-market**: 78 of 84 answers did not name Rippling (Rippling is #11 of 15 at 0%). - Greenhouse: first choice in 30 of those 78 - Breezy HR: first choice in 7 of those 78 - Ashby: first choice in 5 of those 78 - Lever: first choice in 5 of those 78 - Workable: first choice in 5 of those 78 - Zoho Recruit: first choice in 5 of those 78 - Freshteam: first choice in 2 of those 78 - Manatal: first choice in 2 of those 78 **Enterprise**: 84 of 84 answers did not name Rippling. - Greenhouse: first choice in 27 of those 84 - iCIMS: first choice in 19 of those 84 - Workday Recruiting: first choice in 9 of those 84 - Pinpoint: first choice in 3 of those 84 - SmartRecruiters: first choice in 3 of those 84 - Oracle Taleo: first choice in 2 of those 84 - Workable: first choice in 2 of those 84 - Ashby: first choice in 1 of those 84 ## Performance management **Small business**: 79 of 84 answers did not name Rippling. - 15Five: first choice in 15 of those 79 - Zoho People: first choice in 10 of those 79 - Effy AI: first choice in 8 of those 79 - Lattice: first choice in 8 of those 79 - Leapsome: first choice in 7 of those 79 - ThriveSparrow: first choice in 7 of those 79 - BambooHR: first choice in 6 of those 79 - PerformYard: first choice in 3 of those 79 **Mid-market**: 81 of 84 answers did not name Rippling (Rippling is #13 of 15 at 0%). - Lattice: first choice in 27 of those 81 - Effy AI: first choice in 7 of those 81 - Zoho People: first choice in 6 of those 81 - 15Five: first choice in 5 of those 81 - Leapsome: first choice in 3 of those 81 - Teamflect: first choice in 3 of those 81 - Profit.co: first choice in 2 of those 81 - AssessTEAM: first choice in 1 of those 81 **Enterprise**: 83 of 84 answers did not name Rippling. - Betterworks: first choice in 23 of those 83 - Workday HCM Performance Management: first choice in 16 of those 83 - Lattice: first choice in 10 of those 83 - SAP SuccessFactors: first choice in 8 of those 83 - Oracle Fusion Cloud EPM: first choice in 3 of those 83 - OneStream: first choice in 2 of those 83 - 15Five: first choice in 1 of those 83 - Anaplan: first choice in 1 of those 83 Published under CC BY 4.0. The output is the models' output; nothing here is a recommendation by the index.