The Best People Analytics in 2026
We researched people analytics products using official vendor websites, including pricing pages, plan tables, and product documentation. Rankings focus on the category’s core job, value for money, and verified features that help teams analyze workforce trends and make informed people decisions.
Our top picks
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Top ranked
ADP DataCloud#1 of 229.3/10ADP DataCloud turns payroll and HR data into workforce metrics, dashboards and benchmarks.
Pricing on request
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Runner-up
Visier People#2 of 228.8/10Broad workforce analytics with forecasting and predictive employee-movement analysis.
Pricing on request · 30-day trial
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Top-ranked free plan
Worklytics#14 of 227.4/10Connects workplace data to collaboration, meeting, manager, and attrition insights.
Free plan
Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.
The full ranking 22 tools, best first
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Best forADP customers needing workforce insights
ADP DataCloud turns payroll and HR data into workforce metrics, dashboards and benchmarks.
- Engagement analytics
- Data export
9.3/10★★★★★Visit ADP -
Best forTeams needing broad workforce analytics
Broad workforce analytics with forecasting and predictive employee-movement analysis.
- Workforce planning
Pricing on request · 30-day trial Our Visier People verdict → Visit VisierFor vendors Sponsor this spot · #2 · $99/mo →8.8/10★★★★☆Visit Visier -
Best forWorkday enterprises seeking guided people insights
Guided workforce analysis for enterprises already working in Workday.
8.7/10★★★★☆Visit Workday -
Best forOracle HCM users wanting ready-made analytics
Ready-made workforce metrics and predictive analytics, with managed pipelines centered on Oracle Cloud HCM.
8.5/10★★★★☆Visit Oracle -
Best forMid-market and enterprise teams using Dayforce HCM
Real-time workforce dashboards, configurable KPIs, alerts, and turnover predictions within Dayforce HCM.
- Engagement analytics
- Data export
8.3/10★★★★☆Visit Dayforce -
Best forTeams wanting analytics plus people operations
Connect workforce insights with planning and people operations through modular tools.
- Workforce planning
8.2/10★★★★☆Visit ChartHop -
Best forEnterprises aligning workforce plans with business plans
Connects workforce plans with finance and operational planning in a cloud platform.
- Workforce planning
7.9/10★★★★☆Visit Anaplan -
Best forOrganizations building governed workforce data models
A broad people analytics platform for governed data models and workforce planning.
- Workforce planning
7.8/10★★★★☆Visit One Model -
Best forOrganizations focused on workforce structure and planning
Workforce analytics and position-level scenario planning for organizational change.
- Workforce planning
7.8/10★★★★☆Visit Orgvue -
Best forMid-market and enterprise HR and operations teams
Workforce reporting and predictive insights for teams already considering UKG HCM.
- Engagement analytics
- Data export
- Workforce planning
7.7/10★★★★☆Visit UKG -
Best forTeams analyzing collaboration and organizational networks
A people analytics platform focused on collaboration networks, retention and workforce trends.
7.6/10★★★★☆Visit Humanyze -
Best forTeams exploring workforce data through natural language
A cloud people analytics tool for conversational workforce analysis and reporting.
- Engagement analytics
- Data export
- Workforce planning
7.6/10★★★★☆Visit site -
Best forMid-market and enterprise workforce planners
A planning platform for modeling talent needs, skills gaps, and workforce costs.
7.5/10★★★★☆Visit TalentNeuron -
Best forTeams measuring collaboration and workplace dynamics
Connects workplace data to collaboration, meeting, manager, and attrition insights.
7.4/10★★★★☆Visit Worklytics -
Best forTeams unifying HR data for real-time analysis
Unifies HR data for real-time workforce analysis, with AI-led insights and attrition analysis.
7.3/10★★★★☆Visit peopleIX -
Best forTeams focused on turnover risk and DEI patterns
People analytics for teams tracking turnover risk, workforce needs, and DEI patterns.
- Workforce planning
7.2/10★★★★☆Contact PeoplesHR -
Best forSmall teams seeking free AI-led workforce insights
AI-led workforce analysis and planning, with a free tier for small teams.
- Engagement analytics
- Data export
- Workforce planning
7.1/10★★★★☆Visit PeoplePilot -
Best forTeams focused on workforce cost and headcount plans
A workforce cost and headcount planning platform with multi-year projections and scenarios.
7.0/10★★★★☆Visit PeoplePLAN -
Best forTeams wanting analytics within a broad HRMS
Workforce analytics sit within a broader HRMS for employee operations and payroll.
6.8/10★★★☆☆Visit Nathan HRMS -
Best forSmall and mid-sized employers needing basic HR analytics
A broad HR and payroll suite with analytics, reporting and compensation insights.
6.7/10★★★☆☆Visit Paycor -
Best forEmployers analyzing labor costs through scheduling
Connect scheduling and labor-cost controls with day-to-day workforce operations.
6.5/10★★★☆☆Visit Humanforce -
Best forEnterprise teams managing complex capital projects
Capital project planning for enterprise teams—not a people analytics tool.
6.1/10★★★☆☆Visit Nakisa
No tools match those filters.
Compare at a glance
| # | Tool | Free plan | Paid from | Score |
|---|---|---|---|---|
| 1 | ADP DataCloud | 9.3 | ||
| 2 | Visier People | No | 8.8 | |
| 3 | Workday People Analytics | 8.7 | ||
| 4 | Oracle Fusion HCM Analytics | No | $5/user/mo | 8.5 |
| 5 | Dayforce Analytics | 8.3 | ||
| 6 | ChartHop | No | $3/user/mo | 8.2 |
| 7 | Anaplan | 7.9 | ||
| 8 | One Model | 7.8 | ||
| 9 | Orgvue | 7.8 | ||
| 10 | UKG People Analytics | No | 7.7 | |
| 11 | Humanyze | 7.6 | ||
| 12 | Surface Analytics | 7.6 | ||
| 13 | TalentNeuron | 7.5 | ||
| 14 | Worklytics | Yes | $2,500/mo | 7.4 |
| 15 | peopleIX | No | 7.3 | |
| 16 | PeoplesHR People Analytics | No | 7.2 | |
| 17 | PeoplePilot Enterprise Intelligence | Yes | 7.1 | |
| 18 | PeoplePLAN | No | 7.0 | |
| 19 | Nathan HRMS | No | 6.8 | |
| 20 | Paycor | No | 6.7 | |
| 21 | Humanforce | No | 6.5 | |
| 22 | Nakisa Capital Projects Suite | 6.1 |
Head-to-head All 22 comparisons →
- ADP DataCloud vs Visier People
- ADP DataCloud vs Workday People Analytics
- ADP DataCloud vs Oracle Fusion HCM Analytics
- ADP DataCloud vs Dayforce Analytics
- ADP DataCloud vs ChartHop
- ADP DataCloud vs Anaplan
- ADP DataCloud vs One Model
- Visier People vs Workday People Analytics
- Visier People vs Oracle Fusion HCM Analytics
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How we rank people analytics
Every tool on this page was researched by iTechGuides Editors from its official website — pricing pages, plan tables and product documentation. We rank on how well each one does this category's core job, what the free or entry plan includes, and where it falls short. Where we have enough verified facts, the score out of 10 is a rubric — job fit, value and how much we could verify — shown with its breakdown on every tool's page; a tool we have not verified enough to score yet shows its rank without a number. Scores are re-checked when a product changes its plans. Read the full editorial policy, or submit a tool we missed.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Last updated · How we research and update