Luca Barberis

What return are we earning on each rep across horizons?

№ 144 · ROI by rep

01

Definition

MetricCumulative gross profit from a rep's bookings divided by cumulative fully loaded rep cost

Unitratio of gross profit to fully loaded rep cost, measured at 12, 24 and 36 months of tenure

Stack chart showing revenue closed minus fully-loaded comp (base + commission + tooling) per rep. Read net contribution per rep. Build by subtracting per-rep comp from per-rep bookings. Negative ROI means a rep costs more than they contribute. Example: top rep $2.4M revenue - $380K cost = $2M net; bottom rep $340K - $180K = $160K.

ROI
Return on investment. Net gain from an investment divided by its cost.
02

Benchmarks

Bottom 30%MedianTop 30%
0.3x at 12 months, 0.7x at 24 months, 1.1x at 36 months0.8x at 12 months, 1.6x at 24 months, 2.4x at 36 months1.5x at 12 months, 3.0x at 24 months, 4.5x at 36 months

B2B SaaS $5M to $100M ARR, AE role. Fully loaded rep cost taken as OTE plus employer burden, tooling and allocated first-line management, roughly 1.3x to 1.4x OTE. Gross profit taken as booked new ARR multiplied by subscription gross margin. First-year output discounted for ramp. · This metric is constructed, not published. The inputs are sourced but the ratio is not: Bridge Group 2026 gives median OTE $200K and quota $960K, Benchmarkit 2025 gives subscription gross margin at 81%, and RepVue gives realised attainment near 42.7%. Two definition choices swing the result heavily. First, whether booked ARR is counted once or recurs in later years; the figures above count each year's new bookings once, which is the conservative reading. Counting the recurring stream roughly doubles the 36-month number. Second, average AE tenure runs 2.2 to 2.8 years in Bridge Group data, so the 36-month column describes a minority of hires and should be treated as a ceiling rather than an expectation. Companies carrying AI-heavy product lines should substitute their own gross margin, since ICONIQ expects AI company margins near 52% against 81% for traditional subscription.

Category split omitted: No two independent Tier 1 or Tier 2 publishers report rep-level ROI by segment; the metric is assembled from separate quota, attainment, compensation and gross margin datasets that are not jointly segmented.

03

When it looks bad

The 12-month bar sits below 1.0x for most of the roster and the 24-month bar barely clears it, so the team only earns back its cost around the point at which average tenure ends.

Median rep at 0.5x at 12 months and 1.0x at 24 months, against an average tenure of 2.2 years, meaning the median hire leaves at roughly breakeven.

04

What to do about it

  • Move new contracts to annual prepay. Tunguz's payback modelling shows breakeven on the AE alone falling to roughly three months on annual prepay, and about five months for the full unit including SDR and CSM, against materially longer on monthly billing. This changes rep ROI without changing rep performance.
  • Attack ramp rather than quota. Bridge Group 2026 puts average ramp at 6.2 months, the highest in the study's history, so each month removed from ramp adds roughly a month of quota-carrying output to the first-year figure.
  • Reprice or reroute the $10K to $50K ACV band. Benchmarkit 2025 finds that band consistently more expensive to acquire than $50K to $100K, so a rep economics problem concentrated in the mid band is usually a pricing and packaging problem rather than a performance one.
  • Pay on gross profit where services attach is heavy. Benchmarkit puts professional services gross margin at 30% against 81% for subscription, so a rep incentivised on total bookings will book margin-dilutive mix without noticing.
05

Sources

  1. The Bridge GroupAE Models, Motions & Metrics: 2026 Research Report (10th ed.) · 2026 · n=158 B2B companies, survey Q1-Q2 2026, respondents VP Sales, CRO, RevOps, CFO 48% of reps at quota, down from 51% in 2024. Median AE OTE $200K. Median AE quota $960K at 4.6x quota-to-OTE. Average ramp 6.2 months, highest in study history. Required experience at hire 3.7 years, up from 2.7 in 2022. SaaS median quota $875K. bridgegroupinc.com ↗
  2. Benchmarkit (with Pavilion)2025 B2B SaaS Performance Metrics Benchmarks · 2025 · N=583 participants, 2024 performance data, segmented by ARR, ACV, pricing model, GTM motion, financing source, region New CAC Ratio median $2.00 of S&M per $1 of new customer ARR, up 14%, with the fourth quartile at $2.82. Blended CAC Ratio $1.40, down 12%. Expansion CAC Ratio $1.00. CAC payback 18 months median. Gross margin 77% total, 81% subscription, 30% professional services. S&M 37% of revenue median, 45% for VC-backed versus 33% for PE-backed. ARR per FTE $240,000 at $50M-$100M ARR and $283,379 above $100M. GRR 88%, NRR 101%. benchmarkit.ai ↗
  3. RepVueAccount Executive Salary (United States) · 2026 · Aggregated verified reports from AEs over trailing 12 months, data as of August 2026 Median AE OTE $200,000. Top performers earn $502,796 or more. About 42% of AEs reach or exceed annual quota. repvue.com ↗
  4. RepVue Cloud Sales Index (reported via QuotaPath)Q2 2025 Cloud Sales Index · 2025 · 246 cloud and software companies, approximately 47,000 quota-carrying sales professionals Average quota attainment 42.69% in Q2 2025, meaning 57.31% of reps missed target. quotapath.com ↗
  5. Tomasz TunguzThe Other Payback Period that Matters in SaaS · 2026 · Modelled unit economics, illustrative rather than sampled On annual prepay terms the breakeven period on the AE alone drops to about three months, and the full unit including SDR and CSM repays in about five months, versus materially longer on monthly billing. tomtunguz.com ↗
  6. ICONIQ GrowthState of AI: Bi-Annual Snapshot · 2026 · ICONIQ community survey of AI-building companies Companies surveyed expect gross margins to reach roughly 52% on average in 2026, materially below traditional SaaS subscription margins. iconiq.com ↗
  7. The Bridge Group2024 SaaS AE Metrics & Compensation Benchmark Report (9th ed.) · 2024 · n=172 B2B SaaS companies Median OTE $190K at 53:47 base to variable, up from $167K in 2022. Median commission rate 11.5% of ACV at full attainment. Quota-to-OTE 3.2x at 25th percentile and 4.8x at 75th. Quotas grew about 2% annually while OTE grew above 5% CAGR. blog.bridgegroupinc.com ↗
  8. InterviewCost.comCost to Hire a Sales Rep 2026 · 2026 · Derived from public 2026 benchmark data including SHRM and BLS OEWS, published as ranges Interview loop for a typical AE runs $4,000 to $10,000 in direct spend, while the ramp period adds $50,000 to $120,000 per hire, giving a total cost of hire of $55,000 to $130,000 all in. interviewcost.com ↗