Sales Comp Benchmark Data Sources Directory

An annotated map of where to actually pull defensible OTE, pay-mix, and quota-attainment benchmark data — organized from real-time SaaS-native tools to consulting-grade surveys.

Real-time / self-serve compensation platforms

1. Pave (pave.com)

• Best for: Live OTE and pay-mix benchmarking for tech/SaaS roles, cut by function/level/region/company stage.
• Cost: Paid; typically requires contributing your own comp data to unlock full cuts.
• Cadence: Continuously updated.
• Caveat: Tech/VC-backed company bias — thinner data outside SaaS and outside major tech hubs.

2. OpenComp

• Best for: Building comp bands + market benchmarking together, similar data-sharing model to Pave.
• Cost: Free tier for basic benchmarking; paid for full planning suite.
• Cadence: Continuously updated.
• Caveat: Newer/smaller dataset than Pave in some verticals — cross-check on high-stakes decisions.

Consulting-grade survey data

3. Radford (Aon) Sales Compensation Survey

• Best for: Statistically robust benchmarks by role, level, industry, and region — the reference point most boards expect.
• Cost: Expensive; typically enterprise-only, participation-based access.
• Cadence: Annual, with periodic pulse updates.
• Caveat: Overkill and slow for a fast-growing 20-person sales org; built for scaled enterprises.

4. Mercer / Alexander Group Sales Comp Surveys

• Best for: Custom cuts and comp design guidance alongside the numbers — use when you need statistical confidence for a board-level comp change.
• Cost: Consulting-engagement pricing.
• Cadence: Annual survey + on-demand consulting.
• Caveat: You're paying for judgment as much as data — don't use it just to look up a number.

Vendor-native benchmark reports

5. Xactly Insights

• Best for: Benchmark data drawn from Xactly's own ICM customer base — useful if you already run comp through Xactly.
• Cost: Included with certain Xactly tiers.
• Cadence: Periodic reports.
• Caveat: Self-selected sample skews mid-market/enterprise.

6. Spiff / Salesforce "State of Sales Compensation" Report

• Best for: Directional, free, published annually — good sanity-check reading, not a statistical source.
• Cost: Free.
• Cadence: Annual.
• Caveat: Aggregate/marketing-flavored — don't cite it in a board deck as your primary source.

SaaS-specific free/low-cost reports

7. The Bridge Group SaaS AE/SDR Metrics & Compensation Report

• Best for: The single best starting point for SMB/mid-market SaaS AE, SDR, and CS comp and ramp-time benchmarks together.
• Cost: Low-cost or free depending on year.
• Cadence: Annual.
• Caveat: SaaS-only; doesn't generalize to complex/enterprise hardware or services sales.

8. OpenView SaaS Benchmarks Report

• Best for: Broader SaaS operating benchmarks with a sales-comp section — good for triangulating S&M efficiency alongside comp.
• Cost: Free.
• Cadence: Annual.
• Caveat: Comp section is a slice of a bigger report — thinner role-level detail.

General/self-reported (directional only — never primary)

9. Glassdoor, Levels.fyi, LinkedIn Salary

• Best for: A fast sanity check on whether your OTE is wildly out of market.
• Cost: Free.
• Cadence: Continuous, user-submitted.
• Caveat: Self-reported, often base-only or ambiguous about OTE vs. base — never cite as your primary comp-design source.

10. Payscale / Salary.com / ZipRecruiter

• Best for: Base-pay sanity checks in non-tech verticals (industrial, healthcare, financial services sales).
• Cost: Free tiers + paid enterprise access.
• Cadence: Continuous.
• Caveat: Weak on OTE/pay-mix specificity — built for general HR base-pay benchmarking, not sales comp design.

Research/analyst context

11. Gartner for Sales Leaders

• Best for: Comp philosophy and design frameworks alongside benchmark ranges — useful when the question is "what should our pay-mix philosophy be," not just "what's the number."
• Cost: Subscription (expensive).
• Cadence: Continuous research cadence.
• Caveat: Comp is one thread among many in a broad research subscription, not a dedicated comp-survey product.

12. KeyBanc Capital Markets / SaaS Capital Private SaaS Company Survey

• Best for: Investor-grade context — S&M efficiency, CAC payback, and comp-adjacent metrics for board conversations about spend, not individual role benchmarking.
• Cost: Free (published survey).
• Cadence: Annual.
• Caveat: Not a role-level comp source — use to frame the business case, pair with a role-level source above for the actual numbers.

How to use this directory

For a board-level comp redesign, triangulate at least one consulting-grade survey (Radford/Mercer/Alexander Group) with one real-time platform (Pave/OpenComp) and one free SaaS-specific report (Bridge Group). Never rely on a single source, and never cite self-reported data (Glassdoor/Levels.fyi) as your primary evidence.