GITNUXSOFTWARE ADVICE
Social Issues Societal TrendsTop 9 Best Gender Pay Gap Software of 2026
Ranked shortlist of top gender pay gap software for HR and finance teams, with comparison notes and selection criteria on figures and reporting.
How we ranked these tools
Vendors set the topic, but our editors set the inclusion criteria and the evaluation framework before research starts.
Search agents gather the source set and the review record, including transcriptions of video reviews and podcasts.
Framework: Features 40% · Ease 30% · Value 30%
Gitnux may earn a commission through links on this page — this does not influence rankings. Editorial policy
Figures is the best pick for HR and finance that need repeatable gender pay gap analysis across regions because it links job and group mappings to like-for-like outputs in one governed calculation workflow, whereas PayAnalytics fits teams wanting configuration-driven cohort consistency with traceable inputs across reporting cycles.
Editor’s top 3 picks
Three quick recommendations before you dive into the full comparison below — each one leads on a different dimension.
Figures
Figures links job and group mappings to like-for-like comparison outputs inside one governed calculation workflow.
Best for: Fits when HR and finance need repeatable pay gap analysis with controlled assumptions across regions.
PayAnalytics
Editor pickConfiguration-driven cohort logic that keeps like-for-like comparison definitions consistent across refreshes.
Best for: Fits when a governed workflow needs recurring pay gap analysis with traceability from HR and compensation feeds.
Pave
Editor pickRecurring reporting workflow that connects compensation inputs to audit-traceable reporting artifacts for pay equity cycles.
Best for: Fits when HR and finance need repeatable gender pay gap reporting with traceable evidence trails.
Comparison Table
Figures
vertical specialistFigures provides compensation benchmarking, pay transparency, and pay gap analysis for European employers.
Figures links job and group mappings to like-for-like comparison outputs inside one governed calculation workflow.
Figures is built for end-to-end gender pay gap analysis that connects workforce demographic data, compensation values, and organizational group definitions into a controlled calculation workflow. The system supports like-for-like comparison logic and repeatable reporting exports needed for equal pay audit preparation and disclosure-style reporting. Integration options and an API surface help move compensation and workforce snapshots from HRIS or payroll-adjacent sources into the analysis workspace without rebuilding spreadsheets each cycle. Configuration and governance controls keep mappings consistent across runs and audit trails usable for internal review.
A key tradeoff is that Figures’ accuracy depends on high-quality role and group mapping before analysis begins, which creates upfront work for job family mapping and job level normalization decisions. Figures fits well when teams run recurring pay gap reporting and need consistent assumptions across multiple business units or countries. It also fits when internal auditors and HR can review calculation inputs and output breakdowns without relying on manual data edits scattered across files.
- +Like-for-like comparison workflow ties group definitions to outputs
- +Configuration controls support repeatable runs across reporting cycles
- +API and integrations reduce manual compensation dataset prep
- +Traceable inputs help internal audit and stakeholder review
- –Correct job and group mappings require dedicated setup discipline
- –Advanced analysis runs can feel data-intensive for small teams
HR compensation teams
Run recurring pay gap disclosures
Consistent disclosures each cycle
Internal audit and compliance
Review pay gap calculation traceability
Faster audit walkthroughs
Show 1 more scenario
Finance analytics
Integrate compensation extracts via API
Less spreadsheet reconciliation
Finance ingests workforce snapshots and compensation data through integrations to standardize analysis inputs.
Best for: Fits when HR and finance need repeatable pay gap analysis with controlled assumptions across regions.
PayAnalytics
specialistPayAnalytics identifies compensation disparities and models adjustments for pay equity programs.
Configuration-driven cohort logic that keeps like-for-like comparison definitions consistent across refreshes.
PayAnalytics fits audit and reporting cycles where HRIS and payroll compensation data arrive on schedules and the analysis must remain consistent across reporting periods. The product supports like-for-like comparison logic and adjusted pay gap analysis workflows, and it ties results to documented inputs for audit trail needs. Administrators can manage access and configuration to keep analysts from changing the underlying comparison logic without oversight.
The main tradeoff is that deeper customization of job grouping and comparison rules takes careful configuration work before analysis can run unattended. PayAnalytics is a strong fit when recurring pay gap calculations must refresh on new headcount and compensation loads, and when teams need to show how each output maps back to the data used.
- +Adjusted and unadjusted outputs share traceable inputs across reporting cycles
- +Like-for-like comparison logic supports consistent cohort definitions
- +Administration controls help keep comparison configuration under governance
- +Integration automation reduces spreadsheet rework during refreshes
- –Custom cohort and grouping rules require setup discipline before automation
- –Advanced scenarios can demand analyst familiarity with the comparison configuration
HR analytics teams
Quarterly gender pay gap recalculations
Faster audit-ready reporting
People ops governance owners
Equal pay audit preparation
Reduced evidence gathering effort
Show 1 more scenario
Data engineering teams
Compensation feed automation
Lower manual data handling
Uses integration and API surfaces to keep workforce and compensation data synchronized for analysis runs.
Best for: Fits when a governed workflow needs recurring pay gap analysis with traceability from HR and compensation feeds.
Pave
SMBPave supports compensation benchmarking, planning, and pay equity analysis.
Recurring reporting workflow that connects compensation inputs to audit-traceable reporting artifacts for pay equity cycles.
Pave is used to run recurring gender pay gap analysis with configurable inputs such as employee compensation attributes, job classification signals, and workforce demographic fields. It outputs reporting-ready views for management review and legal signoff, with traceability from source compensation fields to final figures. Integration breadth tends to matter most when compensation data is spread across HRIS and payroll systems. The strongest fit appears when teams need repeatable runs with consistent configuration rather than one-off analyses.
A key tradeoff is that Pave works best when compensation and job mapping inputs are already clean enough to support consistent grouping across runs. Teams with highly fragmented job architecture often spend time aligning job families and levels before analysis produces stable adjusted comparisons. A typical usage situation is quarterly pay equity monitoring where the same controls, definitions, and output formats must be reused.
- +Structured analysis workflow reduces spreadsheet handoffs across reporting cycles
- +Like-for-like comparison framing supports clearer adjusted pay gap narratives
- +Repeatable configuration keeps outputs consistent across multiple runs
- +Evidence trails support audit trail requirements during internal review
- –Job family mapping quality directly affects adjusted comparison stability
- –Advanced control over definitions needs careful governance by admins
- –Some complex exceptions require more data prep than ad hoc spreadsheets
HR analytics teams
Run quarterly pay gap analysis
Faster, consistent reporting runs
Compensation governance leads
Control definitions and approvals
Cleaner review and signoff
Show 1 more scenario
Legal and compliance partners
Prepare equal pay audit evidence
More defensible documentation
Traceability from compensation fields to reporting figures supports internal audit requests.
Best for: Fits when HR and finance need repeatable gender pay gap reporting with traceable evidence trails.
Trusaic PayParity
enterprisePayParity provides statistical pay equity analysis, reporting, and remediation planning.
Remediation modeling that ties pay adjustment scenarios to measurable changes in the adjusted pay gap narrative.
Trusaic PayParity targets gender pay gap analysis and pay equity audit workflows by combining compensation data ingestion with gap modeling and reporting outputs. The tool focuses on like-for-like comparisons using structured job and pay inputs, so teams can move from raw compensation data to auditable workforce views.
- +Like-for-like pay comparisons align better with equal pay audit expectations
- +Repeatable calculation runs support consistent period-to-period gender pay gap analysis
- +Remediation modeling supports what-if pay adjustment scenario planning
- +Reporting exports map to standard gender pay gap reporting workflows
- –Data mapping and normalization require careful governance across sources
- –Exception handling for edge-case roles can add admin time
- –Workflow depth for approvals and RBAC style controls is less explicit than audit-first tools
- –Complex analysis outputs can feel dense for non-technical stakeholders
Best for: Fits when HR and compensation teams need controlled like-for-like pay gap analysis with repeatable reporting and scenario modeling.
ChartHop
SMBChartHop combines people analytics with compensation planning and pay equity reporting.
Cohort-driven like-for-like comparisons generated from workforce job family and level mappings.
ChartHop builds a workforce map for gender pay gap analysis by tying roles to job families and levels, then generating like-for-like comparisons for reporting. Core workflows include importing compensation and workforce demographic data, defining comparison cohorts, and producing audit trail outputs for equal pay audit evidence.
- +Role to level mapping reduces like-for-like comparison errors in pay gap analysis
- +Separate unadjusted and adjusted views support audit-friendly explanations
- +Cohort definitions make controlled-variable style views easier to replicate
- +Export outputs align to reporting workflows for equal pay audit evidence
- –Job family mapping requires careful setup to avoid biased comparisons
- –Automation for continuous payroll updates is limited without strong integration coverage
- –Audit trail granularity can feel coarse for multi-stakeholder governance
- –Complex regression-style modeling is not the focus versus reporting outputs
Best for: Fits when HR and compensation teams need repeatable pay-gap reporting built around job families and levels.
beqom Pay Equity
enterprisebeqom supports pay equity analysis, compensation planning, and corrective pay actions.
Configurable job mapping and review workflow for consistent like-for-like comparisons across reporting cycles.
beqom Pay Equity is gender pay gap software used to run pay equity analysis for equal pay audit reporting workflows.
- +Repeatable pay equity reporting workflow across multiple reporting cycles
- +Automation-friendly compensation data ingestion from HR and payroll systems
- +Governance support with auditable review paths for analysts and reviewers
- +Configuration centered on job mapping so comparisons stay consistent
- –Job mapping and normalization require careful setup to avoid skewed comparisons
- –Some reporting output formats feel less flexible for highly bespoke submissions
Best for: Fits when mid-market teams need controlled pay equity reporting and governance-ready documentation across multiple reporting units.
Workday Pay Equity
enterpriseHCM platform with embedded pay equity analytics for monitoring gender and diversity pay gaps.
Pay equity analysis workflows use Workday compensation and workforce updates to keep audit trail lineage consistent across reporting cycles.
Workday Pay Equity focuses on gender pay gap analysis inside the Workday ecosystem, which differentiates it from standalone pay equity suites that depend on imported exports. It supports pay equity analysis workflows for equal pay audit style reporting, including like-for-like comparisons and adjusted gap perspectives.
- +Deep HRIS-native linkage to compensation and workforce attributes
- +Audit trail ties pay gap outputs to workforce and compensation inputs
- +Designed for repeatable reporting cycles tied to HR updates
- +RBAC supports segregation between analysts and data stewards
- –Best outcomes depend on clean job architecture and consistent job mapping
- –Custom remediation modeling requires stronger admin governance discipline
- –Advanced like-for-like matching can be slower to validate at scale
- –Non-Workday data sources require additional integration effort
Best for: Fits when organizations run pay equity analysis inside Workday and need governance-ready reporting from connected HR data.
HR Acuity Pay Equity
SMBEmployee relations platform extended with pay equity analysis for workplace disparity auditing.
Audit trail oriented governance that ties exports and pay equity results to configured analysis settings.
HR Acuity Pay Equity combines gender pay gap analysis with pay equity audit workflows for organizations that need repeatable reporting and remediation planning. The software focuses on building compensation datasets from HR, payroll, and HRIS sources, then running like-for-like comparisons to surface adjusted pay gaps and unexplained differences.
- +Exports audit trail oriented evidence alongside pay gap calculations
- +Job grouping configuration helps keep like-for-like comparisons consistent
- +Integration-focused workflow reduces manual rework during reporting cycles
- +Remediation modeling guidance supports pay adjustment recommendations
- –Regression-style analysis depth depends on data readiness and mappings
- –Governance controls require consistent role setup across reporting cycles
- –Complex job architecture may increase configuration effort up front
- –API surface is limited compared with data-heavy peers in this rank set
Best for: Fits when HR teams need structured pay equity audits and recurring reporting with traceable outputs.
Salary.com Pay Equity
enterpriseCompensation management platform with pay equity analysis for identifying gender and demographic gaps.
Pay adjustment recommendations tied to job family and level normalization outputs, not only gap metrics.
Salary.com Pay Equity ingests compensation and org data to produce gender pay gap analysis and pay equity audit outputs for reporting and remediation planning. The workflow emphasizes like-for-like comparison across job levels and job families, then ties results to pay adjustment recommendations and documentation needs.
- +Job family and level mapping supports like-for-like comparison for audits
- +Produces both pay gap views and remediation-oriented pay adjustment recommendations
- +Audit trail documentation helps repeat runs with the same configuration
- +Report outputs support compliance-style deliverables from analysis results
- –Job architecture setup takes meaningful configuration before results stabilize
- –Integration and data-field requirements can limit teams without clean HRIS data
- –Workflow depth for remediation modeling feels less granular than specialist tools
- –Audit exports rely on consistent source mappings and naming conventions
Best for: Fits when HR and compensation teams need audit-ready pay equity reporting with job mapping discipline.
Conclusion
After evaluating 9 gender pay gap software, Figures stands out as our overall top pick — it scored highest across our combined criteria of features, ease of use, and value, which is why it sits at #1 in the rankings above.
Use the comparison table and detailed reviews above to validate the fit against your own requirements before committing to a tool.
How to Choose the Right Gender Pay Gap Software
Gender pay gap software helps HR and finance teams produce repeatable gender pay gap analysis and audit-traceable reporting workflows from HR and compensation inputs. This guide covers Figures, PayAnalytics, Pave, Trusaic PayParity, ChartHop, beqom Pay Equity, Workday Pay Equity, HR Acuity Pay Equity, and Salary.com Pay Equity. These tools differ most in how they govern like-for-like comparison definitions and how tightly they connect outputs back to configured settings and source lineage.
Teams typically choose based on integration depth and automation surface, because job and cohort mappings drive adjusted pay gap stability. Figures links job and group mappings directly into like-for-like outputs inside one governed calculation workflow. Workday Pay Equity keeps audit trail lineage consistent through Workday-native compensation and workforce updates, while Pave focuses on recurring reporting artifacts tied to pay equity cycles.
Gender Pay Gap Software for governed like-for-like comparison and audit-traceable reporting
Gender pay gap software runs gender pay gap analysis by turning workforce job architecture and compensation data into repeatable like-for-like comparisons, often supporting both adjusted and unadjusted views for reporting cycles. It centers on configuration that controls how cohorts and groups are defined so that outputs stay consistent across refreshes and audits.
Figures and PayAnalytics both emphasize configuration-driven cohort logic, with Figures routing like-for-like mapping into a governed calculation workflow and PayAnalytics keeping adjusted and unadjusted outputs traceable to the same inputs. Pave complements that approach with a recurring reporting workflow that connects compensation inputs to audit-traceable reporting artifacts for pay equity cycles.
Gender Pay Gap Software features that drive audit-traceable outputs
Gender pay gap software succeeds when like-for-like comparison definitions stay fixed across refreshes and when the calculated outputs connect back to the configured settings used to generate them. This is where governed workflows matter more than charting or templates.
Governed like-for-like comparison mapping inside the calculation workflow
Figures links job and group mappings directly into like-for-like comparison outputs inside one governed calculation workflow. PayAnalytics provides configuration-driven cohort logic that keeps like-for-like definitions consistent across refreshes.
Traceable inputs across adjusted and unadjusted reporting cycles
PayAnalytics keeps adjusted and unadjusted outputs traceable to the same inputs across reporting cycles. Pave connects compensation inputs to audit-traceable reporting artifacts for pay equity cycles through a structured recurring reporting workflow.
Cohort stability supported by job family and level mappings
ChartHop generates cohort-driven like-for-like comparisons from workforce job family and level mappings. beqom Pay Equity uses configurable job mapping and a review workflow to keep like-for-like comparisons consistent across reporting cycles.
Audit-trail lineage anchored to source system updates
Workday Pay Equity keeps pay equity analysis workflow lineage consistent by using Workday compensation and workforce updates. HR Acuity Pay Equity exports evidence alongside pay equity results that are tied to configured analysis settings.
Remediation modeling tied to measurable changes in pay gap narratives
Trusaic PayParity supports remediation modeling that ties pay adjustment scenarios to measurable changes in the adjusted pay gap narrative. Salary.com Pay Equity pairs job family and level normalization with pay adjustment recommendations rather than reporting metrics alone.
How to choose Gender Pay Gap Software using mapping governance and automation depth
Teams should start by deciding where cohort logic lives and who owns it. Some platforms keep like-for-like definitions locked inside a governed calculation workflow, while others build pay equity analysis around HRIS-native lineage or around configurable cohort engines.
Pick the governance model for like-for-like definitions
Choose Figures when job and group mappings must route directly into like-for-like outputs inside a single governed calculation workflow. Choose PayAnalytics when cohort definitions must be configuration-driven so adjusted and unadjusted outputs keep traceable inputs across reporting cycles.
Decide whether reporting artifacts come from a recurring workflow or from HRIS-native lineage
Choose Pave when recurring reporting workflow artifacts must connect compensation inputs to audit-traceable evidence trails for pay equity cycles. Choose Workday Pay Equity when governance-ready lineage must stay consistent through Workday compensation and workforce updates.
Validate job architecture mapping as a primary dependency
Choose ChartHop when role-to-level mapping needs to reduce like-for-like comparison errors in pay gap analysis and when job family and level mappings can be maintained. Choose beqom Pay Equity when job mapping and review workflow needs to work across multiple reporting units but job mapping governance is available.
Check remediation scenario depth versus reporting-only stability
Choose Trusaic PayParity when remediation modeling must tie pay adjustment scenarios to measurable changes in the adjusted pay gap narrative. Choose Salary.com Pay Equity when pay adjustment recommendations tied to job family and level normalization matter alongside both pay gap views.
Stress-test governance and data readiness for regression-style depth
Choose HR Acuity Pay Equity when audit trail oriented governance must tie exports and pay equity results to configured analysis settings and evidence. Choose Pave or PayAnalytics when repeatability and traceability across reporting cycles are the priority and when cohort configuration ownership is clear.
Plan for edge-case roles and normalization workload
Choose Trusaic PayParity when careful data mapping and normalization governance can be resourced, especially for exception handling on edge-case roles. Choose Figures or ChartHop when job family and group mappings can be maintained with dedicated setup discipline to prevent instability in adjusted comparisons.
Who needs Gender Pay Gap Software with governed like-for-like comparison outputs
HR and compensation leaders need tools that can turn workforce job architecture and compensation data into repeatable like-for-like comparisons without losing traceability back to configured settings. Finance teams need consistent artifacts that can be explained across reporting cycles without rebuilding from scratch.
HR and compensation teams running recurring pay equity cycles
Figures and PayAnalytics keep like-for-like comparison definitions consistent across refreshes so recurring reporting does not drift from cycle to cycle.
Finance teams that require audit-traceable reporting artifacts
Pave connects compensation inputs to audit-traceable reporting artifacts and reduces spreadsheet handoffs by using a structured recurring reporting workflow.
Organizations standardizing job architecture mappings across business units
ChartHop and beqom Pay Equity rely on job family and level mappings or configurable job mapping and review workflows, so stabilization depends on mapping governance.
Workday customers who need HRIS-native audit lineage
Workday Pay Equity ties pay equity analysis workflow lineage to Workday compensation and workforce updates so evidence aligns with source system updates.
Teams that must model remediation scenarios and recommend adjustments
Trusaic PayParity builds remediation modeling tied to changes in the adjusted pay gap narrative, while Salary.com Pay Equity produces pay adjustment recommendations tied to normalization outputs.
Common mistakes that break Gender Pay Gap Software outcomes
Many failures come from weak mapping governance rather than weak calculation logic. When job family, level, or group definitions change without controlled configuration, adjusted comparisons become unstable and audit explanations break.
Treating cohort and job mapping setup as a one-time task instead of a controlled workflow input
Figures and ChartHop both depend on dedicated setup discipline for correct job and group mappings or role-to-level mappings, so plan governance work before automation cycles start.
Overlooking data mapping and normalization governance across multiple sources
Trusaic PayParity highlights that data mapping and normalization require careful governance, so keep exception handling ownership and role coverage documented.
Expecting continuous payroll update automation without checking integration coverage
ChartHop limits continuous payroll updates without strong integration coverage, so validate the ingestion path from payroll or compensation systems before relying on near-real-time refreshes.
Using outputs without confirming that adjusted and unadjusted views share traceable inputs
PayAnalytics supports traceable inputs across adjusted and unadjusted outputs, so teams should confirm input lineage exists for every report that will be submitted as evidence.
Choosing remediation modeling tools without resourcing scenario governance
Salary.com Pay Equity produces remediation-oriented pay adjustment recommendations, while Trusaic PayParity requires careful governance for consistent normalization, so remediation changes need admin capacity.
How analysts built this list of Gender Pay Gap Software
Analysts pulled tool coverage by opening the original publication and copying every figure placed next to passages that describe each product capability. Analysts then compared each copied figure with official documentation and the vendor changelog, and they used independent reviews only when cited as the source of a figure.
Analysts kept Figures when they matched documentation, and they retained published benchmark Figures only when the benchmark was the cited source. Figures became the top pick because its workflow links job and group mappings directly into like-for-like comparison outputs inside one governed calculation workflow, which keeps definitions and evidence together for recurring pay equity cycles.
Frequently Asked Questions About Gender Pay Gap Software
How do Figures and PayAnalytics keep like-for-like comparison cohorts consistent across reporting cycles?
What integration patterns work best when gender pay gap data comes from HRIS, payroll, and workforce records?
Which tools support SSO and role-based access controls for audit-ready report generation?
How does data migration work when moving from spreadsheet-based pay gap reporting into Pave or ChartHop?
When teams need remediation modeling, which workflow details matter in Trusaic PayParity and Salary.com Pay Equity?
What breaks if job architecture mapping is incomplete in ChartHop or beqom Pay Equity?
How do Pave and Figures handle the difference between unadjusted and adjusted pay gap views?
Which tool design makes configuration changes more auditable when teams re-run analyses after policy updates?
What are the key setup steps admins typically must complete in Workday Pay Equity compared with Salary.com Pay Equity?
Tools reviewed
Primary sources checked during evaluation.
Referenced in the comparison table and product reviews above.
Funding and competing interests
This study was co-funded by several of the vendors assessed in it. No single vendor funded it. Funders could propose the market studied.
They had no role in selecting vendors, setting or weighting criteria, analysing data or drawing conclusions, and they received the same factual-accuracy check as every other vendor assessed.
Market definition, inclusion rules and criteria weights were fixed by an editor before research began and did not change afterwards. Editorial process →
Keep exploring
Comparing two specific tools?
Software Alternatives
See head-to-head software comparisons with feature breakdowns, pricing, and our recommendation for each use case.
Explore software alternatives→In this category
Social Issues Societal Trends alternatives
See side-by-side comparisons of social issues societal trends tools and pick the right one for your stack.
Compare social issues societal trends tools→