How to improve sales performance across your revenue team
October 1, 2026

TL;DR: On-target earnings only means something if the target itself is realistic. Most companies budget OTE as if every rep hits 100 percent, then get surprised when actual payout and actual revenue don't match the plan. Modeling OTE against real attainment data and benchmarking it by role and company stage are the first fixes. Checking the total against a healthy share of revenue is what turns OTE into a number Finance and RevOps can both defend.
A company sets on-target earnings of $120,000 for a new AE role, publishes it in the job posting, and builds next year's headcount budget around every rep hitting that number. Over the year, some reps clear 130 percent, several land around 60, and the average payout looks nothing like the number Finance modeled.
A mismatch that size is what happens when a comp plan gets budgeted around a single perfect-case number instead of a realistic one.
For CFOs and CROs building next year's comp plan, on-target earnings is usually treated as a single number to set and defend. It's actually three separate decisions: what the target should be, how much the business will realistically pay out, and whether the total holds up against revenue.
Getting only the first decision right is how a comp plan looks reasonable on a slide and falls apart by the second quarter.
On-target earnings (OTE) is the total compensation a salesperson earns when they hit 100 percent of their assigned quota, combining base salary and variable pay, commission or bonus, into a single number. A $120,000 OTE role with a 50/50 pay mix means $60,000 in guaranteed base salary and $60,000 in commission, paid out if the rep hits the target exactly.
OTE describes a target. Base salary is the only portion a rep is contractually owed, and the variable portion scales with performance. That's exactly why the number a company advertises and the number it actually pays out are rarely the same.
To calculate OTE, use this basic formula: annual base salary + annual commission earned at 100 percent quota attainment = on-target earnings.
Take an outside AE with an $80,000 OTE and a $50,000 base salary. She carries a quarterly sourced-revenue quota of $250,000 and earns a 3 percent commission on the deals she sources. At 100 percent quota every quarter, that's $7,500 in commission per quarter, or $30,000 for the year. Add that to her $50,000 base, and she earns her full $80,000 OTE.
Executive OTE follows the same structure: typically an annual base salary plus a likely bonus in place of per-deal commission. A VP of Sales with a $250,000 OTE and a $100,000 base might earn a $37,500 bonus each quarter for hitting a $17 million company revenue target. That's $150,000 in annual bonus on top of base.
The formula itself is simple. The harder question, and the one this guide is actually about, is what number to plug into the target variable pay side, and what to expect a team to actually earn against it.
A well-modeled OTE structure does real work for the business, beyond just filling a line in a job posting.
The Sales Leader's Guide to Increasing Seller Productivity breaks down what actually drives attainment across a team, the same data that should sit behind an OTE model built on realistic numbers rather than a best case.
Most OTE plans are built and budgeted as if every rep will hit exactly 100 percent of quota. Three things make that assumption wrong.
Quota attainment follows a distribution across the team rather than landing on a single number. Some reps clear target, some land well under it, and very few land exactly at 100 percent in any given period.
Only 48 percent of SaaS AEs hit annual quota in 2026, according to the Bridge Group's AE Metrics & Compensation Benchmark Report, down from 51 percent two years earlier. A budget built on the assumption that everyone hits target treats an outlier as the average.
If the comp plan's total cost only makes financial sense when the whole team hits 100 percent, the plan has no margin left. A single slow quarter, a market shift, or a few reps ramping late turns it from tight to underwater, and it depends entirely on nothing going wrong all year.
If 100 percent is always the comparison point, a 65 percent average attainment always looks like a problem. That's true even when 65 percent is completely normal for that role or that stage of company growth. The real question is whether attainment moved in the right direction, measured against a realistic baseline rather than a flawless one.
Modeling a realistic budget instead of a perfect-case one takes three steps.
Look at the last four to six quarters of attainment data across the whole team, not just the average. A team averaging 75 percent might have half the reps at 95 percent and half at 55 percent, which changes what realistic actually means for a new plan.
Run the OTE budget twice, once at 100 percent attainment, the number in the job posting, and once at the team's actual historical average. The gap between those two numbers is the real range Finance should be planning around, beyond a single point estimate.
The final OTE figure should survive two questions. Is it competitive enough for RevOps leadership to hire against, and is the realistic-case payout something Finance can actually afford across the full team? A number that only answers one of those questions tends to get renegotiated within a year.
The model above is only as good as the assumptions feeding it, and two benchmarks matter most: role and company stage.
An SDR's OTE typically runs $75,000 to $100,000 with a 70/30 pay mix skewed toward base salary, according to Optymyze's 2026 sales compensation benchmarks. That reflects the role's less direct influence on deal size.
The same report puts Enterprise AE OTE at $230,000 or more, reflecting larger, slower-moving deals and heavier variable weight. OpenView Partners puts the rule-of-thumb quota-to-OTE ratio at roughly 5 to 1, meaning a rep with a $1 million quota should carry an OTE near $200,000.
Pricing a role against the wrong comparison, like benchmarking an SDR against AE market data, is a common way OTE ends up miscalibrated before the plan even launches.
An early-stage company competing for talent against better-funded competitors often needs to weight OTE higher relative to revenue than an established enterprise company would. A mature company with a proven product and inbound demand can typically sustain a lower OTE-to-revenue ratio, since the go-to-market motion itself carries less of the growth burden.
Once you set the total OTE, the next decision is how much of it is guaranteed.
Base salary is a fixed monthly cost regardless of performance, so size it to what the business can pay in a genuinely bad month, not an average one. This is a cash-flow constraint first, and a motivation question second.
Once you set the guaranteed base, the remaining OTE becomes variable pay. Roles where the company wants to reward outsized performance, like enterprise or new-logo sales, typically carry a higher variable share. Roles focused on renewal or account management, where consistency matters more than upside, typically carry a lower one.
A pay mix set during a high-cash period can become a liability during a tighter one, since the base salary commitment doesn't shrink just because runway did. Revisit the base-to-variable ratio on the same cadence the business revisits its cash forecast, beyond just annual planning.
The last check is whether the total OTE commitment, across the whole team, is sustainable against the revenue it's meant to generate.
Total sales compensation, OTE included, commonly runs 8 to 12 percent of the revenue a sales team generates, according to Everstage's sales compensation-to-revenue ratio research. The right number within that range depends heavily on deal size, sales cycle length, and how much of growth is expected to come from sales versus product-led or marketing-led channels.
Early-stage companies often run above that range, since a small revenue base makes even a lean comp plan look like a large percentage. As revenue scales faster than headcount, the ratio typically compresses. A ratio that never comes down as the company grows usually signals the sales motion isn't getting more efficient.
A ratio well above the typical range usually signals overpaying relative to output, underpriced deals, or a sales cycle too long for the comp structure supporting it. A ratio well below it often means comp isn't competitive enough to hire or retain, which tends to show up later as attrition rather than as a line item in the budget.
The three mistakes below account for most OTE plans that need rebuilding within a year.
A $150,000 OTE for a role often gets picked because it sounds competitive, without ever being checked against role or stage benchmarks. It usually survives until the first comp review surfaces the gap.
The budget gets built around full attainment, then gets revised mid-year once actual payout tracks well below plan.
A highly leveraged, variable-heavy pay mix looks great for motivating top performers, until a slow quarter reveals the base salary commitment alone was never fully budgeted for.
OTE numbers in a job posting represent the target case, assuming full quota attainment. A candidate evaluating an offer should ask what the team's actual average attainment has been over the last few quarters. That number is a far better predictor of real earnings than the OTE figure alone. It's also worth asking about the base-to-variable split directly, since a $120,000 OTE with an $80,000 base is a very different offer than the same OTE with a $50,000 base.
Outreach keeps the pipeline and quota data that the plan depends on accurate and current. Every number in this guide, from realistic attainment to benchmark comparisons to revenue ratios, is only as good as that underlying data.
Outreach, the only agentic AI platform for revenue teams, handles that part automatically. Every AI agent operates on a human-in-the-loop design that surfaces recommendations for RevOps and Finance to act on, rather than acting on its own.
Forecast Rollup and AI Projection show what the team is actually on pace to close against quota in real time. That gives Finance a live number to model realistic OTE payout against, instead of a historical average that's already months old.
Deal Agent keeps individual rep pipeline and deal data accurate without manual entry. That's what makes a team-wide attainment distribution trustworthy, rather than a rough estimate built on incomplete CRM records.
Scenario Planner and Multiple Forecasting Goals let RevOps and Finance model more than one attainment assumption against the same pipeline data, such as a conservative case and a full-target case. That modeling happens inside Agent Studio's workflow canvas, without leaving the system of record for a separate spreadsheet.
Most OTE numbers get set once and defended forever, even after the underlying data has changed. A number that hasn't been checked against current attainment and revenue data in over a year is probably wrong in one direction or the other.
A comp plan built on realistic attainment, checked against role and stage benchmarks, and sized against a sustainable share of revenue survives the first hard conversation with the board. Outreach, the only agentic AI platform for revenue teams, gives RevOps and Finance the same live data to check that number against, before it becomes next year's budgeting mistake.
Book a personalized walkthrough of Outreach's forecasting capabilities. See how RevOps and Finance keep the pipeline and quota data behind an OTE model accurate and current, instead of working from a stale export.
OTE stands for on-target earnings. It's the total pay, base salary plus variable compensation, a salesperson earns when they hit 100 percent of their assigned quota, and only the base salary portion is guaranteed.
Only the base salary portion of OTE is guaranteed. The variable portion is tied to quota attainment, so a rep who hits 70 percent of quota typically earns close to 70 percent of the variable portion, not the full OTE figure.
A common starting point is a 50/50 split between base and variable pay. Roles with more control over deal outcomes, like enterprise sales, often skew toward a higher variable share, while roles focused on renewals or account management often skew toward a higher base.
OTE typically refers only to cash compensation, base salary plus commission or cash bonus, and doesn't include equity, health benefits, or other non-cash perks. Some companies calculate a separate total compensation figure that layers equity and benefits on top of OTE, which is worth asking about directly since it's a different number.
It depends on whether the plan is capped or uncapped. An uncapped plan lets a rep keep earning commission past 100 percent of quota, sometimes at an accelerated rate. A capped plan stops paying out once a rep hits a maximum, usually somewhere between 150 and 200 percent of target, regardless of how much they actually sell past that point.