Compensation Tools & Software Comparison Hub

Why This Hub Exists

You need to post a salary range by Friday. Your state — or a state where a remote candidate lives — is among the 16-plus jurisdictions plus Washington D.C. that now mandate a salary or wage range in job postings (Paycor / Nesco Resource, 2026). Your employment attorney has asked to see your methodology. And you are staring at a browser full of open tabs — a Bureau of Labor Statistics page, a Glassdoor salary estimator, a software vendor's pricing page that requires a sales call, and a ChatGPT conversation that produced a number you cannot cite.

This hub exists to close all those tabs and give you a single map of the compensation tooling landscape. By the end of this page, you will know exactly which category of tool fits an HR generalist or people ops lead at a 25–100-employee company who needs a defensible, documented salary range — not a enterprise comp-team workflow, not a job-seeker spot-check, and not a guess.

Every comparison article in this cluster is linked below. Start here, click into the head-to-head that matches your current question, and come back to this page when the next one comes up.

The Four Categories in This Comparison Hub

Before diving into specific comparisons, it helps to name the four categories of compensation tools that appear across this hub. Each occupies a distinct position on two axes: cost to the employer and compliance-defensibility — meaning whether the output can be documented, audited, and shared with legal counsel as evidence of a methodical, good-faith range-setting process.

1. Free DIY: Google Sheets + BLS OEWS

The Bureau of Labor Statistics Occupational Employment and Wage Statistics (OEWS) program publishes annual wage estimates for more than 800 occupations, drawn from a sample of roughly 1.1 million establishments (BLS, May 2025). The data is free, it is U.S. public domain, and it is the same underlying source that most enterprise compensation platforms use as a baseline. A motivated HR generalist can download it, build a range in a spreadsheet, and post a number.

The compliance gap is not the data — it is everything around the data: no data-vintage watermark on the output, no documented range-spread methodology, no state-specific formatting, no audit trail that survives a personnel-file request. The hours it takes to rebuild that spreadsheet every time a role opens are real labor costs. The data is free; the defensible output is not.

→ Google Sheets vs. Salary Range Software — a full head-to-head → Salary Range Template vs. Software — when a template is enough and when it isn't

2. Job-Seeker Spot-Check Tools: Glassdoor and Indeed Salary Estimators

Glassdoor and Indeed salary estimators are built for job seekers who want to know whether an offer is fair. They are free, fast, and familiar. What they are not is a compensation data source an employer can cite in enforcement documentation. The figures are crowd-sourced, not drawn from a structured probability sample; there is no Standard Occupational Classification (SOC) code join; there is no range-spread methodology; and there is no formatted output that can be emailed to counsel.

That is not a criticism of the tools — it is a description of their design intent. They were built for a different user with a different need.

→ Glassdoor vs. BLS Salary Data — what the difference means for a compliance posting

3. Enterprise Platforms: Payscale / Payfactors and OpenComp

Enterprise compensation platforms offer deep proprietary survey data, advanced analytics, HRIS integrations, and — in the case of Payscale / Payfactors — decades of brand recognition. They are the right tool for a 500-plus-employee organization with a dedicated compensation analyst, a multi-week implementation timeline, and a five-figure annual budget.

Payscale / Payfactors is built for 300–2,000-employee organizations with a dedicated comp analyst. The survey data is more comprehensive than BLS OEWS alone, but BLS data is legally defensible and publicly available — proprietary survey data is not required for compliance documentation, and the enterprise pricing puts the platform well out of reach for most SMBs. There is no self-serve access, no transparent pricing, and no Statistics Canada or Canadian coverage for employers hiring across the border.

OpenComp targets VC-backed companies up to roughly 1,500 employees and offers strong equity-compensation workflows, DEI insights, and HRIS integrations. A sales call is required; there is no transparent pricing. The equity focus makes it a natural fit for a Series A or B startup but a mismatch for a professional-services SMB that needs a defensible base-pay range for a compliance posting — not equity modeling. OpenComp is also U.S.-centric, with no Canadian coverage.

→ Payscale Alternative for SMB — what to use when enterprise pricing doesn't fit → OpenComp Alternative for SMB — when equity-focused platforms miss the compliance buyer → Best Compensation Software for Small Business — the full category guide

4. Generic AI: ChatGPT, Claude, and Other LLM Tools

A large-language model can draft a salary range in seconds. It can explain what a range spread is, what a compa-ratio means, and how percentiles work. What it cannot do is ground its output in a specific BLS OEWS release or a Statistics Canada NOC dataset — LLMs are not retrieval systems anchored to a named wage dataset with a reference year. That means the number it produces carries a hallucination risk on the specific figure, no data vintage, and no audit trail. An LLM-generated salary figure cannot be cited in enforcement documentation.

Again, that is not a design failure — it is a category mismatch. Generic AI is a fast starting point for understanding concepts; it is not a compliance-documentation tool.

→ Can ChatGPT Build a Salary Range? — what LLMs can and cannot do for compensation

Where Salary Range Builder Sits

There is a gap between the free-but-not-defensible status quo (the Google Sheets tab, the job-seeker estimator, the LLM conversation) and the enterprise-priced platforms built for dedicated comp teams. That gap is the category Salary Range Builder occupies.

The product is built for HR managers, people operations leads, and HR generalists at organizations with 10–200 employees — the ones subject to pay-transparency posting mandates who do not have a comp analyst, a survey-data subscription, or the budget for a platform that requires a multi-week onboarding and a five-figure annual commitment.

What that looks like in practice:

• Data layer: BLS OEWS percentiles (10th / 25th / 50th / 75th / 90th) by SOC code and geography, updated on the OEWS release schedule. For Canadian employers, Statistics Canada NOC wage data is available from Professional tier upward (see the Statistics Canada attribution in the Canadian section below).

• Methodology layer: a documented range-spread calculation — the percentage difference between the minimum and maximum of a band, anchored to the market median (the 50th percentile wage — the point below which half of workers in that occupation and geography earn). The system records the spread, the anchor percentile, and the data vintage, so you have something to show counsel.

• Output layer: state-formatted compliance output as a watermark-free PDF, available from Professional tier. That PDF is the audit trail.

• Pricing: self-serve, no sales call required. Essentials starts at $199/month (or $1,990/year — two months free on annual). A 14-day free trial is available; there is no free tier.

→ See all plans and what's included at /pricing

The compliance math is straightforward: one avoided pay-transparency penalty — which varies by jurisdiction, from hundreds of dollars for a first offense in some states to thousands per violation in others — can cover several months of an Essentials subscription. Confirm the current penalty for your jurisdiction with the relevant state labor agency or with legal counsel before acting on any specific figure.

The Data Comparison: BLS OEWS vs. Paid Survey Data

One question surfaces in almost every tool comparison: do I need proprietary survey data, or is BLS OEWS enough?

The answer depends on what "enough" means. BLS OEWS is a probability-weighted sample of roughly 1.1 million establishments (BLS, May 2025). It is the source most compensation professionals use as a baseline. It is publicly available, annually updated, and legally defensible as a methodology anchor. Proprietary survey data (from vendors like Payscale or CompAnalyst) is more granular — it can break down wages by industry vertical, company size, and specific job title rather than broad SOC category — but it is not required for pay-transparency compliance documentation, and it costs significantly more.

For a 25-to-100-employee company posting a range for a software developer, an accountant, or a customer service representative, BLS OEWS percentile data is a sound, defensible anchor. For a compensation analyst designing a 15-level pay structure across a 2,000-person organization, the additional granularity of proprietary survey data earns its cost.

→ BLS vs. Payscale Data — a detailed breakdown of when each source is appropriate

Quick-Reference: All Comparisons in This Hub

ComparisonBest forArticleGoogle Sheets + BLS vs. softwareTeams evaluating the DIY status quoRead →Salary range template vs. softwareTeams with an existing templateRead →Glassdoor / Indeed vs. BLSTeams using job-seeker tools for comp decisionsRead →Payscale / Payfactors vs. SMB alternativeTeams priced out of enterprise platformsRead →OpenComp vs. SMB alternativeEquity-focused platform vs. compliance-firstRead →ChatGPT / Claude for salary rangesTeams exploring AI toolsRead →Best comp software for small businessFull category overviewRead →

A Note on Canadian Employers

If your organization has employees or postings in British Columbia or Ontario, the compliance requirements are distinct from U.S. mandates — and the data source is different. British Columbia's Pay Transparency Act has required a salary or wage range in all publicly advertised postings since November 1, 2023; open-ended ranges ("$20/hour and up") are prohibited (Stikeman Elliott, 2023; MLT Aikins, 2025). Ontario's pay transparency rules take effect January 1, 2026, requiring employers with 25 or more employees to disclose expected compensation or a range in postings, with a posted range that cannot exceed $50,000 unless the role or top of range pays over $200,000 annually (Littler, 2025).

Canadian wage benchmarks come from Statistics Canada's Employee Wages by Occupation (NOC) dataset — a separate taxonomy from the U.S. BLS SOC system. NOC codes and SOC codes are not equivalent, and Canadian provincial wages (in CAD) and U.S. state wages (in USD) are separate series that should never be compared as if they were one. If you need NOC wage figures for a specific occupation and province, consult the live Statistics Canada dataset directly at the link below and verify the reference year on the figures you use.

Source: Statistics Canada, Employee Wages by Occupation (NOC). Reproduced and distributed on an "as is" basis with the permission of Statistics Canada.

Live dataset: https://open.canada.ca/data/en/dataset/f0f63701-d4bd-416b-8ed2-7a09f74abc6e

Confirm the current requirements for BC and Ontario with the BC Pay Transparency office, the Ontario Ministry of Labour, or with legal counsel before acting.

Not Sure Where to Start?

If you are still mapping your situation to the right comparison, the Best Compensation Software for Small Business guide walks through the full decision framework — size, budget, compliance exposure, and data-source requirements — and recommends a starting point based on your answers.

Or, if you want to see how Salary Range Builder handles the workflow before committing to a plan, the 14-day free trial requires no sales call and no credit card decision on day one.

If you are not ready for software and want to benchmark one or two roles first, the Compensation Benchmarking Spreadsheet (Excel) is a structured starting point — a pre-built Excel workbook that walks you through the BLS OEWS lookup, the range-spread calculation, and the documentation fields a compliance audit would ask for.

Start your 14-day free trial of Salary Range Builder — same-day activation, no onboarding call required. See plans and start →