Rewards & Fintech

Pay Equity Software

Pay equity software analyzes whether employees doing comparable work are paid fairly across gender, race and other protected groups. It groups employees into comparable roles, runs statistical models that control for legitimate pay factors such as level, location and tenure, flags unexplained gaps, models the cost of fixing them and documents the reasoning.

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By LeadChange Research Team

LeadChange may earn a fee when you request pricing through our site or follow a sponsored link. Rankings are computed without knowing which vendors pay us.

Research in progress

We are verifying pay equity products against vendors’ official documentation and pricing pages. A ranking by LeadChange Score appears here once at least 3 products pass our research checks. Until then, this page explains what the software does, what we evaluate and how to choose.

What we evaluate

  • Comparable job grouping

    Groups employees into comparable roles by job content, family and level.

  • Statistical pay gap analysis

    Runs regression models that control for legitimate pay factors and flag unexplained gaps.

  • Small group review

    Compares individuals in groups too small for statistical analysis.

  • All forms of pay

    Analyzes base pay, bonuses, commissions and equity separately and together.

  • Remediation modeling

    Models the cost and allocation of adjustments to close gaps.

  • Offer and raise checks

    Checks new offers, promotions and merit increases against peers before approval.

  • Pay range management

    Maintains ranges used in job postings and internal moves.

  • Pay data reporting support

    Prepares workforce pay data by group, job category and pay band for state reports.

  • Audit documentation

    Logs findings, explanations and actions for counsel and auditors.

  • Sensitive data access control

    Restricts and logs access to pay and demographic data.

Who needs pay equity software?

You need pay equity software when leadership, the board or counsel asks whether pay is fair and the honest answer is a spreadsheet nobody can defend. The signals are pay gaps that appear in public reports before you have measured them, raises and offers approved without checking peers, and an annual audit that takes outside consultants months.

The legal exposure is broad. The EEOC says the Equal Pay Act requires that men and women in the same workplace be given equal pay for equal work; jobs need not be identical but must be substantially equal, and all forms of pay are covered, including salary, overtime, bonuses, stock options and benefits. Title VII, the ADEA and the ADA prohibit compensation discrimination based on race, color, religion, sex, national origin, age or disability, without requiring that jobs be substantially equal. The EEOC also says employers must keep records that explain the basis for paying different wages to employees of opposite sexes for at least two years.

State rules add reporting and disclosure. California requires private employers of 100 or more payroll employees to file an annual pay data report with the Civil Rights Department, and New York requires businesses with four or more employees to list compensation ranges for job opportunities, promotions and transfers. A small company with a few roles and one pay cycle may cover this with a careful review in its compensation tool.

How to choose pay equity software

Choose on whether the analysis would hold up if a regulator, a plaintiff's expert or your own board questioned it. That depends on how employees are grouped, which pay factors the model controls for, how gaps are explained and how the work is documented.

Bring your own anonymized pay file to the demo. Ask the vendor to group your roles, run the model, explain one flagged employee and show the cost of closing the gap.

  1. Comparable job grouping

    The Equal Pay Act compares substantially equal jobs by content, not title, so the grouping decides what the analysis can show.

  2. Statistical model transparency

    Regression results are only defensible if you can explain which factors were controlled for and why.

  3. Legitimate pay factors

    Controlling for factors that are themselves tainted, such as a biased performance rating, can hide a real gap.

  4. All forms of pay

    The EEOC says the Equal Pay Act covers all forms of pay, including bonuses, stock options and benefits, not only base salary.

  5. Remediation modeling

    Finance needs the cost of closing gaps and HR needs to know which employees to adjust and by how much.

  6. Decision checks before approval

    Gaps reopen through new offers, promotions and merit increases unless those decisions are checked as they happen.

Requirements by company size

  • Small businesses

    • Simple gap analysis by role and level
    • Clear explanations a non-statistician can follow
    • Pay range support for job postings

    Watch out for

    • Statistical results on groups too small to be meaningful
    • Enterprise pricing for a few hundred employees
    • Annual audits with no checks on new offers

  • Mid-sized companies

    • Regression analysis with adjustable job groups
    • Remediation budget modeling
    • Offer and raise checks inside existing workflows

    Watch out for

    • Pay factors that carry bias into the model
    • Bonuses and equity left out of scope
    • Manual data exports every time you rerun the analysis

  • Enterprises

    • Multi-country and multi-state analysis
    • Counsel-directed audit workflow and documentation
    • Integration with HRIS, compensation and recruiting systems

    Watch out for

    • Black-box models that experts cannot reproduce
    • State and country reporting handled outside the tool
    • Broad access to sensitive demographic data

Red flags

  • The vendor cannot show the model specification or factors used
  • Only base salary is analyzed
  • Job groups are fixed and cannot be reviewed
  • Results cannot be exported for counsel or outside experts
  • Marketing promises the tool makes you compliant

Frequently asked questions

What is pay equity software?

It is software that analyzes whether employees doing comparable work are paid fairly across gender, race and other groups. It groups comparable roles, runs statistical models that control for legitimate pay factors, flags unexplained gaps, models the cost of fixing them and documents the work. Many tools also check offers and raises before approval.

What is a pay equity analysis?

A pay equity analysis compares pay for employees in comparable roles and tests whether differences by group are explained by legitimate factors such as level, location, tenure or performance. Unexplained differences are flagged for review. Larger groups are usually analyzed with regression; small groups are reviewed case by case.

What is the difference between pay equity and pay equality?

Pay equality usually means paying the same amount for the same job. Pay equity is broader: it asks whether pay differences across groups are justified by legitimate factors, and it can cover jobs that are comparable rather than identical. The EEOC says Title VII, the ADEA and the ADA prohibit compensation discrimination without requiring that jobs be substantially equal.

How often should a company run a pay equity audit?

Running a full analysis before the merit cycle lets you fix findings with the raise budget. Gaps also reopen through offers and promotions, so checking those decisions as they happen keeps the annual result from drifting. Agree on timing with counsel.

Which forms of pay should a pay equity analysis include?

The EEOC says the Equal Pay Act covers all forms of pay, including salary, overtime pay, bonuses, stock options, profit sharing, life insurance, vacation and holiday pay, allowances, reimbursements and benefits. Analyzing only base salary can miss gaps in bonuses or equity.

What records should an employer keep about pay differences?

The EEOC says employers must keep payroll records for at least three years, and keep for at least two years the records that explain the basis for paying different wages to employees of opposite sexes, such as wage rates, job evaluations, seniority and merit systems and collective bargaining agreements.

Does pay equity software help with pay transparency laws?

It can. New York requires businesses with four or more employees to list compensation ranges for job opportunities, promotions and transfers, and California requires private employers of 100 or more payroll employees to file annual pay data reports. Tools that maintain ranges and job data make these tasks easier, but they do not replace legal review of each state's rules.

How we research

Products are ranked by the LeadChange Score, computed only from verified facts: capability coverage (30%), pricing transparency and value (20%), integrations and API (15%), security and compliance (15%), fit and support (10%) and data confidence (10%), times a category fit that lowers products built for another job. Payment never changes a score or a position.

Read the full methodology

  • Facts, not impressions

    Every input is a fact verified against vendors’ official documentation, with the date we last checked it.

  • Missing data scores zero

    We never assume a feature; unverified items lower the confidence label.

  • Independent of revenue

    Rankings are computed before and without knowing which vendors pay us.

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