I’ve watched companies spend six figures on training programs that move the needle by single digits. The actual driver of sales team performance? Who picks up the phone.
RevHeat analyzed Objective Management Group data. The dataset includes 12,745 salesperson evaluations across 30 sales skills. The gap between top and bottom performers isn’t 2x or 3x. At the extremes, the difference in closing skills alone hits 740%.
Your bottom quartile can burn a qualified lead faster than marketing can generate it. Meanwhile, your top 10% close deals that shouldn’t have closed on paper.
The problem isn’t effort. Bottom performers often work longer hours than the reps who consistently hit quota. They send more emails. The issue is that training budgets chase the wrong skills.
We fund the ones that feel like sales work. But they don’t correlate with revenue. The competencies that separate top from bottom performers are rarely the ones getting coached.
Closing shows a 740% gap. Social selling shows a 600% gap. Reaching decision makers shows a 476.92% gap. We keep funding what’s easy to teach instead of what actually moves the win rate.
Key Takeaway: Sales team performance variance between top and bottom performers is exponential, not linear. The single largest gap—closing—reaches 740% according to RevHeat’s analysis of Objective Management Group data spanning 12,745 salesperson evaluations. Most training budgets target skills that are easy to measure: activity, product knowledge, email cadence. They ignore the core competencies the data identifies as true revenue drivers: closing, social selling (600% gap), and reaching decision makers (476.92% gap). The rep who answers the call determines the outcome more than the lead quality. Yet organizations spend six figures annually on programs that ignore this reality.
TL;DR
RevHeat analyzed Objective Management Group data covering 12,745 salespeople across 30 core competencies. The performance gap between top and bottom performers reaches 740% in closing. That’s the single largest gap in the dataset. Yet companies allocate minimal training budget there. They focus instead on relationship building and presentation skills that show gaps under 100%.
Training spend is inverted. Relationship building (59.38% gap) and presentation approach (64.71% gap) receive the majority of budget. Meanwhile, closing (740% gap), social selling (600% gap), and reaching decision makers (476.92% gap) receive 10% or less each. The skills with the smallest gaps get the most investment.
The largest gaps aren’t in soft skills. System Skills—social selling, prospecting, CRM savvy—show spreads of 219.23% to 600%. Yet they receive a tenth of the budget that flows into relationship training. Social selling alone shows a 600% gap. That’s the second-largest in the entire dataset.
The data contradicts conventional wisdom. Relationship building (59.38% gap) and presentation approach (64.71% gap) are among the smallest gaps measured. They’re saturated skills. Your team already has them. The capabilities that separate winners from everyone else are the ones you’re not funding.
Training Budget vs. Performance Gap: Where the Money Goes Wrong
Most companies allocate 30-40% of their sales training budget to relationship building and presentation skills. RevHeat’s analysis of OMG data tells a different story.
Relationship building shows a 59.38% performance gap. That’s among the smallest in the dataset. Presentation approach shows a 64.71% gap. These are not the skills separating your top performers from your bottom performers.
Meanwhile, closing shows a 740% gap. It receives minimal investment. Social selling shows a 600% gap. It gets treated as a nice-to-have. Reaching decision makers shows a 476.92% gap. Most assume it’s something reps either can or can’t do. Not a trainable capability.
The math is brutal. You’re spending the majority of your budget on skills where your worst performers already operate at 60-70% of your best performers’ level. And you’re starving the capabilities where your worst performers operate at 10-15% effectiveness.
I’ve seen this pattern in every sales org I’ve worked with. Leaders fund what feels like sales training. Rapport building. Storytelling. Executive presence. They starve what actually moves deals. Qualifying hard. Navigating to power. Asking for the close multiple times.
The misallocation isn’t subtle. It’s a systematic inversion of where the performance variance actually lives.
According to a 2023 study by CSO Insights, 57% of sales leaders report their training programs fail to deliver measurable ROI. The reason? They’re funding the wrong skills.
Why Sales Team Performance Isn’t Linear: It’s Exponential
Most leaders guess the gap between their best and worst performer at maybe 20%. Maybe 30% if they’re being honest. The real number shocks them.
The distribution isn’t a bell curve. It’s not even a straight line from worst to best. At the extremes, sales team performance accelerates.
Your top rep isn’t 30% better than your middle performer at closing. According to the OMG data RevHeat analyzed, she’s 8.4x more effective. That’s a 740% gap. And your bottom rep isn’t slightly behind. He’s missing entire competencies that the middle of the pack takes for granted.
We measured this across 12,745 salespeople and 30 core competencies. The gaps aren’t uniform. Some skills show modest spreads. Relationship building: 59.38%. Presentation approach: 64.71%.
But other skills? The gap explodes. Closing: 740%. Social selling: 600%. Commitment: 476.92%. Reaching decision makers: 476.92%.
That’s not a training problem. That’s a which human answered the phone problem.
The issue isn’t that your bottom performers are lazy. It’s not that your top reps are gifted. It’s that nobody’s measuring what actually separates them.
You’re funding the flat part of the curve. Relationship building. Presentation polish. Meanwhile, the exponential part goes untracked and unfixed.
Research from the Sales Management Association (2024) found that only 32% of sales organizations use objective assessments to measure skill gaps. The rest rely on manager intuition or self-reported surveys.
Once you see the curve, the next question is obvious. Which skills create it?
The Skills That Actually Separate Winners from Everyone Else
I’ve watched companies spend tens of thousands on presentation coaching. Meanwhile, their reps can’t close to save their lives.
RevHeat’s analysis of OMG data shows closing has a 740% gap. That’s the single largest performance variance in the dataset. Yet it receives a fraction of the budget that flows into presentation training. Presentation training addresses a 64.71% gap.
The misallocation gets worse when you look at System Skills. Social selling shows a 600% gap between top and bottom performers. That’s the second-largest gap measured. Prospecting: 219.23%. CRM savvy: 283.33%.
Yet we treat them like nice-to-haves. We run another workshop on “building rapport” instead. Rapport shows a 59.38% gap.
Here’s what the data actually shows about where performance variance lives:
Tier 1: The Exponential Skills (300%+ gaps)
- Closing: 740.00%
- Social Selling: 600.00%
- Commitment: 476.92%
- Reaching Decision Makers: 476.92%
- Comfortable Discussing Money: 468.75%
- Supportive Buy Cycle: 430.00%
- Qualifying: 380.00%
- Sales Process: 375.00%
- Farming: 330.00%
- Selling Value: 315.00%
Tier 2: The Moderate Skills (150-300% gaps)
- CRM Savvy: 283.33%
- Consultative Selling: 231.58%
- Prospecting: 219.23%
- Sales Posturing: 216.67%
- Negotiating: 209.52%
- Sales Technology: 209.52%
- Motivation: 183.87%
- Desire to Succeed: 176.47%
- Responsibility: 175.00%
- Doesn’t Need Approval: 147.22%
Tier 3: The Saturated Skills (under 100% gaps)
- Relationship Building: 59.38%
- Presentation Approach: 64.71%
- Supportive Beliefs: 41.67%
- Account Management: 17.78%
- Coachable: No difference
The pattern is consistent. We spend on what feels like selling. Presentations. Relationship building. The performative parts.
And we starve the infrastructure that actually moves deals forward. Closing separates polite conversations from signed contracts. Qualifying separates real buyers from tire-kickers.
Social selling, prospecting, and CRM savvy are the operating system. They make everything else scalable.
RevHeat client results show revenue growth you can plan on following engagement. Not because reps suddenly got better at small talk. Because we fixed the skills that were quietly killing deals before they ever made it to a proposal.
The largest gaps in your team aren’t where you’re spending. They’re in the capabilities you assume reps already have. Or that you’ve deprioritized because they don’t look like “sales training.”
Same reps. Same leads. Same market. Growth you can plan on.
The misallocation becomes even clearer when you look at where the money actually goes.
Where Training Budgets Go: And Why It Doesn’t Move the Number
I’ve watched companies spend six figures on relationship-building workshops. Meanwhile, their reps still can’t close.
RevHeat’s analysis of OMG data shows companies are massively over-investing in relationship building. It absorbs roughly 30-35% of training budgets. Yet it shows only a 59.38% gap. That’s one of the smallest in the dataset.
That 59.38% gap means your top performer is about 60% more effective than your bottom performer at building rapport. It matters. But it’s not where you’re bleeding revenue.
The same pattern shows up in presentation training. Presentation approach shows a 64.71% gap. Yet it absorbs roughly 25-30% of budgets.
We’ve all sat through the deck reviews. The storytelling seminars. The executive presence coaching. And yes, your best reps present better than your worst. But the delta is modest.
Compare that to what’s happening in closing. 740% gap. Or social selling. 600% gap. Or reaching decision makers. 476.92% gap.
The math is brutal. 60% of your training budget is chasing capabilities that show less than 10% of the performance spread. Meanwhile, you’re starving the skills with 400-700% gaps.
I’m not saying relationship building doesn’t matter. It does. But when you’re allocating a third of your budget to a skill with a 59.38% gap while closing gets 5%? You’re not optimizing for performance. You’re funding what’s comfortable to teach.
The same goes for presentation training. It’s visible. It’s measurable in a conference room. Executives love seeing polished decks.
But the deal was probably lost three calls earlier. Your rep didn’t ask for the close. Or they failed to reach the decision maker.
Your entire go-to-market runs on what you believe about your buyers. RevHeat runs it on what they actually said. That includes what they said about which skills actually closed them. And which training sessions just made your team better at presenting deals they should’ve asked for three times.
According to Training Industry Report (2024), the average B2B company spends $1,459 per salesperson on training annually. Yet only 23% can tie that spend to revenue outcomes.
The Two Skills You’re Funding Correctly (and the One You’re Ignoring)
Not every training dollar is wasted. RevHeat’s analysis of OMG data shows negotiating receives roughly 15-20% of training budget. It shows a 209.52% gap. That’s a meaningful spread that justifies proportional investment.
The math works. Significant gap. Proportional spend. Measurable return. If you’re funding negotiation training, keep doing it.
But that’s where the good news ends.
The real problem isn’t what you’re funding. It’s what you’re over-funding.
Account management shows a 17.78% gap. That’s the smallest in the dataset aside from coachability. Coachability showed no difference. An 17.78% gap means your worst account managers are performing at roughly 85% of your best. That’s not a performance crisis. That’s a mature capability.
Yet companies continue pouring 15-20% of budget into account management workshops. Relationship deepening modules. Customer success certifications.
Not because the data says they should. But because it feels safer than admitting the real gaps live elsewhere.
I’ve watched teams spend six figures on account management training. Meanwhile, their pipeline stalls because no one can close. The account managers get better at nurturing relationships that were already working. The number doesn’t move.
Here’s the pattern. Negotiating sits in the narrow band where investment matches impact. Account management sits over-funded and flat.
And the exponential skills—closing, social selling, reaching decision makers—show gaps between 476.92% and 740%. While receiving a tenth of the budget that flows into capabilities your team has already figured out.
The data isn’t subtle. It’s not asking you to guess which skills matter. Or trust a consultant’s framework. It’s showing you exactly where the gaps are. How wide they run. And which ones your budget is ignoring.
The question isn’t whether your team needs development. It’s whether you’re developing the skills that actually separate the rep who closes from the one who doesn’t.
Most training plans were built on intuition, not measurement. You stop guessing.
FAQ
What is the average performance gap between top and bottom sales reps?
It depends on the skill. The gaps are far wider than most leaders expect.
In RevHeat’s analysis of Objective Management Group data—12,745 salesperson evaluations across 30 skills—closing showed a 740% gap. Social selling: 600%. Reaching decision makers: 476.92%.
Meanwhile, relationship building showed only a 59.38% gap. The performance curve isn’t linear. It’s exponential at the extremes.
Your best rep might not be twice as good as your worst. They might be 8.4 times more effective in the capabilities that actually close deals.
How do I know which sales skills to prioritize in my training budget?
Look at the gap size, not the skill name. Skills with the widest performance spreads create disproportionate returns.
Closing (740%), social selling (600%), and reaching decision makers (476.92%) are where small improvements matter most. Most companies do the opposite.
They fund relationship building. That’s 30-35% of budgets for a 59.38% gap. And presentation training. That’s 25-30% of budgets for a 64.71% gap.
Meanwhile, they starve the capabilities showing 400-700% gaps. Those get only 5-10% each.
I’ve seen teams double revenue not by training harder. But by training the right thing.
Why does sales team performance vary so much between reps on the same team?
Same leads. Same market. Same playbook. But nobody checks if anyone actually runs it.
The gap isn’t talent. It’s execution on the skills that separate winners from everyone else.
According to the OMG data we analyzed, the variance in closing alone is 740%. That’s not a motivation problem. That’s a capability problem that nobody’s measuring.
Everyone has a sales playbook. Nobody checks if anyone runs it.
When you listen to the calls, you stop guessing. You know which rep is closing correctly. Handling objections. Working the system.
And you catch the slip before it becomes a habit.
What percentage of training budget should go to relationship building?
Far less than the 30-35% most companies allocate. Relationship building shows a 59.38% performance gap. That’s one of the smallest in the dataset.
Meanwhile, closing and social selling show gaps of 740% and 600%. They receive only 5-10% each.
I’m not saying relationship skills don’t matter. I’m saying they’re dramatically over-funded relative to the capabilities that actually move the number.
Shift 20-25 points from relationship and presentation training into closing, social selling, and reaching decision makers. You’ll see it in the pipeline within a quarter.
Are presentation and communication skills worth investing in for sales teams?
They’re worth something. Just not 25-30% of your training budget.
Presentation approach shows a 64.71% gap. That matters. But it’s nowhere near the 740% gap in closing. Or the 600% gap in social selling.
The reps who close don’t just present well. They ask for the business. They navigate to power. They work the system.
If you’re spending a quarter of your budget on pitch decks and demo flow while your team can’t consistently close? You’re funding the wrong skill.
What are System Skills in sales, and why do they matter?
System Skills—social selling, prospecting, CRM savvy, sales technology—are the mechanics of pipeline generation and deal hygiene. They show massive performance gaps in the data.
Social selling: 600%. Prospecting: 219.23%. CRM savvy: 283.33%.
These aren’t relationship skills or pitch skills. They’re the blocking and tackling that determines whether a rep generates their own pipeline. Keeps deals visible. Moves opportunities forward without a manager chasing them.
Yet they receive only 10-15% of training budgets combined. That’s why most teams have one or two reps who hunt. And everyone else waiting for marketing to feed them.
According to RevHeat’s State of Sales Skills original research, System Skills such as Social, Hunting, and CRM receive only ~10% of training budgets despite a 283-600% performance gap, leaving them severely under-invested.
How can I tell if my team is underperforming in closing or reaching decision makers?
Listen to three calls from each rep. Count how many times they ask for the close. How many times they ask to speak to the decision maker.
If your win rate is under 20% and your pipeline is bloated? You’ve got a closing problem. That’s a 740% gap.
If deals stall in discovery or the buyer ghosts after the demo? You’ve got a reaching-decision-makers problem. That’s a 476.92% gap.
Both skills show the widest gaps in the dataset. Both are nearly invisible until you check whether the last call ran the way it was supposed to.
What does it mean when a skill has a 740% performance gap?
A 740% gap means your top 10% of performers are 8.4 times more effective than your bottom 10% at that skill.
In closing? That’s the difference between a rep who asks for the business three times per call and one who waits for the buyer to volunteer.
It’s not a small variance you can ignore. It’s the difference between a rep who pays for themselves in month two and one who never hits quota.
And it’s the skill category receiving the least training investment despite showing the widest spread in the entire dataset.
How does RevHeat’s benchmarking data compare to other sales research?
RevHeat’s analysis draws on Objective Management Group data. That’s 12,745 salesperson evaluations across 30 core competencies. It represents over 9,771 hours of assessment data.
Most sales research relies on self-reported surveys or small sample sizes. OMG’s data comes from objective assessments, not opinions.
We track what reps actually do, not what they say they do. That’s why our findings contradict conventional wisdom.
We’re not measuring effort or activity. We’re measuring the skills that correlate with revenue. And we’re doing it at a scale no one else can match.
What should I do first if my sales team is underperforming?
Audit before you act. Most companies skip this step.
They ask reps what training they need. Or they copy what worked at their last company. That’s subjective guessing.
Use an objective assessment that measures all 30 core competencies. Find out where your actual gaps are. Not where you think they are.
Then fund the skills with the widest spreads first. Closing. Social selling. Reaching decision makers.
Not the ones that feel like sales training. The ones that actually move the number.
Why is closing the largest skill gap if it’s such a fundamental part of sales?
Because most reps were never taught to close. They were taught to present. To build rapport. To “add value.”
But asking for the business—directly, multiple times, handling the objection and asking again—is a separate skill. And according to the OMG data, it shows a 740% gap.
Your top performers ask for the close three to five times per call. Your bottom performers ask once, get a soft no, and move on.
That’s not a confidence problem. That’s a capability problem. And it’s the single largest performance variance in the dataset.
How quickly can I expect to see results if I reallocate training budget toward high-gap skills?
Most of our clients see measurable pipeline movement within 90 days. That’s when they shift budget from low-gap skills to high-gap skills.
Low-gap skills: relationship building, presentation. High-gap skills: closing, social selling, reaching decision makers.
The key is enforcement. Not just training, but checking whether the last call ran the way it was supposed to.
Their AI talks to your buyer. Ours talks to your rep.
When you check the next call, you catch the slip before it becomes a habit. That’s when the number moves.
Bottom Line
I’ve seen companies spend six figures on training programs. Meanwhile, the same five reps keep missing quota for the same five reasons.
RevHeat’s analysis of Objective Management Group data makes it clear. That’s 12,745 salesperson evaluations across 30 sales skills. The gap between your top and bottom performers in closing alone is 740%.
Yet that capability receives a fraction of the budget that flows into relationship building. Relationship building shows a 59.38% gap. And presentation skills. Presentation shows a 64.71% gap.
You don’t need a new methodology. You need to measure whether the last call ran the playbook.
Catch the slip before it becomes a habit.
And fund the skills that actually create the variance in your pipeline.
Related Reading
- Sales Strategy Example: 307% Growth in Crisis Recovery
- How to Hire a Sales Team: Big Nerd Ranch’s 307% Revenue Growth
- Sales Pipeline Stages That Convert: The 2024 System Skill Framework
- Sales Performance Coaching: Coach the Call, Not the Quarter
Ken Lundin is CEO of RevHeat, the Sales Enforcement company. Over 25 years he has sold, run sales teams and helped 200+ teams — including 5 unicorns — generate $1.5B in client sales, with two exits ($250M and $30M) and four appearances on the Inc. 500. He is a Forbes Business Council member and the author of Strategic Selling Unleashed, Broken Playbook and The SmartScaling Formula.
