
The best (and worst) tools for salary benchmarking
From free salary calculators to real-time benchmarking platforms, the options are wide – and the quality varies enormously. Here's every type of salary benchmarking tool compared for 2026.

If you've searched "salary survey software" recently, you've probably noticed that the results don't quite make sense together.
Some pages recommend Mercer and Radford’s tools for salary survey data delivery.
Some suggest Payscale or CompTool to aggregate different salary surveys together, or make the manual submission process easier.
Others suggest Ravio or Pave as modern software alternatives to old-school salary surveys.
That happens because the term "salary survey software" gets used to describe tools that do very different things.
This guide maps the full landscape: the platforms traditional survey providers use to deliver their data, the tools that help you manage or aggregate survey data from multiple sources, and the real-time benchmarking software that works on a different model entirely.
Let’s dive in.
There are three types of salary survey software:
The first two categories are all variations of the traditional survey model – the historic default, but with known limitations for companies needing reliable, relevant, up-to-date benchmarks.
The third is a different, software-first approach to understanding what the market pays for a given role.
Let’s take a closer look at the difference between each.
It used to be that when you purchased salary survey data from a major consultancy like Mercer or Radford, you just received a huge spreadsheet with the survey results.
That’s still the default in many cases – but some salary survey providers today offer a platform for accessing, filtering, and working with the data you've bought.
It’s a step up from navigating a spreadsheet with hundreds of job codes.
But, what a platform doesn't change is the underlying data: periodically collected, manually submitted, and weighted toward the large enterprises that dominate survey participation.
Plus, the platforms themselves have a mixed reputation among users – these are tools built by consultancies whose core business is data and advisory, not software design.
WTW Compensation Software users, for instance, describe the platform as "overly complicated," "not intuitive at all," and "time consuming to review the data even if you know what you are looking for" – with one reviewer noting that "the complexity has increased resulting in a need for fee-based consultancy time to train and explain."
With that context in mind, here's what the main platforms in this category offer.
Mercer WIN (Workforce Intelligence Network) is Mercer's data delivery platform. When you purchase eligible Mercer survey data, access to Mercer WIN is included – typically covering three users, with additional licences available.
Mercer WIN is a data access and reporting tool.
Within the platform, you can filter the salary survey benchmarks you’ve purchased by industry, region, and country, view market trends, and export data for further analysis.
Mercer also has other platform solutions:
The Radford McLagan Compensation Database (previously known as the Radford Platform) is Aon's data delivery platform for its compensation surveys.
Within the platform, you can search your purchased benchmarks by job and level using Quick Benchmarks, navigate Aon's job library via Job Matrix, and upload your employee populations to compare them against the market data.
In March 2026, Aon added API-based data submission via direct HRIS and ATS connections as an option alongside its usual salary survey submission route.
However, the platform remains primarily a data access and benchmarking tool – it doesn't include salary band design, pay equity analysis, or compensation review workflows.
Korn Ferry Pay is the analytics platform bundled with Korn Ferry's survey subscriptions.
It gives you access to the compensation and benefits survey data you’ve purchased, alongside tools for reporting, peer group customisation, and scenario modelling. You can also upload your own employee data directly within the platform and run comparisons against the market.
Korn Ferry Pay also recently became available inside Payscale via a reseller partnership, so Korn Ferry survey data can now be accessed through the Payscale platform without a direct Korn Ferry subscription.
WTW (Willis Towers Watson) offers the most functionally developed tool in this category.
Compensation Software – built on WTW's acquisition of Bettercomp – goes beyond salary survey data access to include pay scenario modelling, pay structure analysis, and annual review cycle management.
It's a step up from a pure data delivery platform. But it's still tied to WTW's annual survey refresh cycle, which means the benchmarks you're working from reflect pay levels from months earlier rather than current market conditions.
A separate category of salary survey software is designed for compensation teams who already work with traditional survey data from multiple providers and want to manage it in one place.
As Luis García de la Cruz, Senior People Partner at TestGorilla, puts it: "If you want 'all of Europe' from a provider like Korn Ferry, you need to buy Southern Europe, Central Europe, Western Europe, UK, Benelux, and Nordics separately, and then manually combine them into an average. You're paying for five or six different benchmarks when what you really want is one that combines them."
These tools exist to solve that specific problem, helping Reward teams consolidate salary survey management and match roles across datasets.
What they don't solve is the data itself: the underlying salary survey benchmarks are manually submitted and often several months old by the time they reach you.
Two examples of salary survey aggregation tools are Payscale’s MarketPay and CompTool.
MarketPay is a survey management platform designed for enterprise compensation teams who participate in multiple traditional surveys and need one place to manage all of them.
It aggregates data from Radford, Mercer, WTW, Culpepper, and others, with tools to streamline survey participation, match jobs across surveys simultaneously, and run analytics across combined datasets.
User reviews describe it as useful for teams with large survey libraries and the internal expertise to get value from it. But, the same reviews are candid that getting up to speed takes significant time and resource – one G2 reviewer notes they're "using only a small portion of the available functionality due to time and resource issues.”
CompTool is a specialist tool for compensation teams who already own traditional survey data and want to extract more value from it.
You can load surveys from Radford, Mercer, WTW, Culpepper, or others, and build composite benchmarks across multiple sources, age data to a current effective date, and run geographic differential analysis.
CompTool is not a data source itself – it's a tool for working with survey data more effectively.
The first two categories in this guide are, at their core, ways to work with traditional salary survey data – better interfaces for accessing it, or better tools for managing it across multiple sources.
This third category is different in kind.
Real-time compensation benchmarking software is a software-first approach to the same underlying problem: understanding what the market pays for a given role.
Rather than building on the old-school salary survey model, these benchmarking platforms replace it – pulling compensation data directly from company HR systems via live integrations, and delivering benchmarks through a purpose-built platform rather than as a data product bolted onto a consultancy.
It's the modern alternative to salary surveys in software form.
It changes several things in practice:
And those changes show up clearly in how compensation decisions get made day to day.
As Evert Kraav, Senior Compensation Manager at Bolt, describes it: "We don't have to worry about expired or old data or how we should age it. Those questions go out of the window now that we have Ravio."
Ravio is a dedicated compensation benchmarking platform – software-first, built around live HRIS integrations rather than survey submissions.
Where the salary survey tools in the first two categories are built by consultancies that added software later, Ravio is built the other way around: the platform is the product, and the data flows through it continuously rather than arriving as a periodic export.
That means the limitations of the survey model don't apply.
Data comes directly from source systems and updates continuously after setup, so there's no manual submission overhead and no errors introduced by the give-to-get process.
A team of data scientists validates benchmarks monthly, removing outliers, checking statistical robustness, and publishing sample size and confidence indicators per benchmark so you can see how reliable a given figure is before you use it.
The peer group is configurable – by funding stage, company size, industry, and location – so you're comparing against companies that actually resemble yours, not whichever large enterprises dominated participation in a given survey cycle.
And job mapping is handled at onboarding by Ravio's team of experts, so you're not spending weeks aligning your internal roles to an external job catalogue before you can use the data.
Beyond benchmarking, Ravio’s compensation software also includes other market trends data, salary band creation, pay equity analysis, and more.
You can also upload external datasets – including traditional survey data – and compare them side by side within the platform, which is how teams like Bolt use it: Ravio for fast-moving tech roles and markets, survey data for broader coverage where they need it.
The right tool depends on where your organisation is starting from:
For a detailed framework on how to evaluate different vendors, see our guide: Evaluating compensation data? Ask your provider these 7 questions
Salary survey software is a broad term that can cover three different types of tool: platforms by traditional survey providers (like Mercer WIN or the Radford McLagan Compensation Database) that give you access to survey data you've purchased; aggregation and management tools (like Payscale MarketPay or CompTool) that help you work with data from multiple survey sources; and real-time benchmarking platforms (like Ravio) that pull compensation data directly from HR systems rather than using survey submissions.
Mercer WIN is Mercer's main data delivery platform – it gives you access to the general industry survey data you've purchased from Mercer. Mercer Comptryx is a separate tech-focused benchmarking product that operates on its own give-to-get model and updates quarterly rather than annually. Comptryx is also the data source powering the compensation modules in HiBob, Lattice, Leapsome, and Bamboo.
Most traditional survey providers (Mercer, Radford, Korn Ferry) require you to participate in the survey to access the dataset – which is then delivered through their software platform or in a spreadsheet – though some allow data purchase without participation. Real-time benchmarking platforms like Ravio don't use the survey model at all – data contribution happens automatically via HRIS integration, with no manual submission required.
Salary survey software typically refers to tools tied to the traditional survey model – platforms for accessing, managing, or aggregating salary survey data from consultancy providers like Mercer or WTW. Compensation benchmarking software is a broader term that usually refers to modern, real-time salary benchmarking platforms which pull data via HRIS integrations for more reliable and current insights. The latter also tends to include a wider range of compensation management features beyond data access, such as salary band creation, pay equity analysis, and pay review workflows.
For tech companies real-time benchmarking platforms tend to be a stronger fit than traditional survey tools. Survey data is weighted toward large enterprises, updates annually or quarterly, and often doesn't capture fast-moving or emerging tech roles accurately. Ravio's dataset is built specifically from high-growth tech companies, with filters for funding stage, size, and location. Some tech companies use both a traditional survey provider and a real-time platform to cover different markets and role types.
Yes – and for many organisations, this is the most practical approach. Traditional survey data can provide broad coverage for established roles and markets; real-time platforms fill the gaps for fast-moving roles, smaller markets, or anywhere you need more current data. Ravio lets you upload external survey data directly into the platform so you can compare both sources side by side, or apply different benchmarks to different parts of your workforce.
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