Sales velocity: the formula, a worked example and how to use it

Sales velocity is the one pipeline number that combines volume, value, conversion and time, which is why it's useful and why it's easy to get wrong. Calculate it by segment, keep the units straight, and use it to decide which lever to pull, not as a score.

Definition6 min readUpdated

Short answer

Sales velocity is the revenue your pipeline produces per day, calculated as (open qualified opportunities × average won deal value × win rate) ÷ average sales cycle length in days. For example, 120 opportunities × $18,000 × 22% ÷ 75 days = $6,336 a day. Teams use it to see which of the four inputs is holding revenue back and to compare segments, reps or quarters on one number.

  • Formula: opportunities × average deal value × win rate ÷ sales cycle length in days.
  • A 10% gain in any of the first three inputs adds 10%; a 10% shorter cycle adds about 11%.
  • Calculate it for each segment and add the results; one blended figure can overstate it.
  • Count qualified opportunities open now, not every lead or new opportunities created this month.
  • It's Little's Law with dollars attached, so it measures the recent past rather than forecasting.
On this page

This page is for sales leaders, RevOps analysts and founders who want one number for how fast the pipeline turns into revenue, and a way to tell which part of the pipeline to fix first. It gives the formula, what to count for each input, a worked example and the mistakes that make the number misleading.

What sales velocity means

Sales velocity is the average revenue your pipeline produces per unit of time, usually per day. It multiplies the three things that make a pipeline valuable (how many qualified opportunities you have, what a won deal is worth and how often you win) and divides by the one thing that delays the money: how long a deal takes to close.

Because it folds four metrics into one, it answers a question none of them answers alone. A team that doubles its opportunities while its cycle stretches from 60 to 120 days hasn't sped up at all. Velocity shows that; a pipeline total doesn't.

Some teams and tools call it pipeline velocity or sales funnel velocity. The formula is the same.

The sales velocity formula

Sales velocity = (opportunities × average deal value × win rate) ÷ sales cycle length

InputWhat to countUnitCommon mistake
OpportunitiesQualified opportunities open in the pipeline nowCountCounting every lead, or only new opportunities created this month
Average deal valueRevenue per won deal over a recent periodDollarsMixing one-off fees with annual contract value
Win rateWon ÷ (won + lost) for opportunities closed in the periodPercent, used as a decimalDividing by all opportunities, including ones still open
Sales cycle lengthAverage days from qualification to closeDaysCounting won deals only when lost deals linger far longer

The result is dollars per day. Multiply by 30 for a month or 91 for a quarter. If you measure the cycle in weeks or months, the result is per week or per month instead. Just don't mix units.

Worked example

Illustrative example. The company and figures are invented to show the arithmetic.

Routewise (routewise.example) sells fleet telematics on annual contracts to companies that run vans and trucks. At the end of the quarter its CRM shows:

  • 120 qualified opportunities open
  • $18,000 average first-year contract value on deals won in the last two quarters
  • 22% win rate on opportunities closed in the last two quarters
  • 75 days on average from qualification to close

Sales velocity = (120 × $18,000 × 0.22) ÷ 75 = $475,200 ÷ 75 = $6,336 a day, or about $190,000 a month.

The $475,200 is the revenue the open pipeline should eventually produce if recent rates hold. Dividing by 75 days spreads it over the time it takes to arrive.

Which lever moves it most

Here's what a 10% improvement in each input does to Routewise's number:

ChangeNew inputVelocity per dayEffect
Baseline$6,336
10% more opportunities132$6,970+10%
10% higher deal value$19,800$6,970+10%
10% higher win rate24.2%$6,970+10%
10% shorter cycle67.5 days$7,040+11.1%
All four at once$9,370+47.9%

Three things follow. The inputs multiply, so small gains compound: four 10% gains add almost 48%, not 40%. Cutting the cycle is worth slightly more than the same percentage gain elsewhere, because it's the divisor. And the best lever to work on is usually the one furthest below where it should be, not the one that's easiest to talk about.

Watch the trade-offs. A discount that closes deals faster can shorten the cycle and cut deal value by as much, and loosening qualification to add opportunities usually lowers the win rate. Recalculate after any change to see the net effect.

Calculate it by segment, then add

One company-wide figure blends very different deals. Here is Routewise's pipeline split by fleet size:

SegmentOpportunitiesDeal valueWin rateCycleVelocity per day
Fleets under 100 vehicles80$12,00027%55 days$4,713
Fleets of 100 or more40$45,00012%165 days$1,309
Sum of the segments120$6,022
Blended totals120$18,00022%75 days$6,336

The blended inputs are exactly what the two segments add up to, yet the blended velocity is 5% higher than the sum, because averaging the cycle across both segments flatters the slow one. The split is also more useful: large fleets are a third of the open opportunities and 45% of the won value, but only 22% of the daily velocity. If Routewise wants more revenue per day, the large-fleet win rate and cycle are where to look.

Calculate velocity for each group that sells differently (deal size, product, region, lead source or rep) and add the results.

Why the formula works, and when it doesn't

The formula is a form of Little's Law, which John D.C. Little proved in 1961: the average number of items in a system equals the rate at which they arrive times the average time each one spends there. Rearranged, the rate at which deals leave your pipeline equals open opportunities divided by the average time in the pipeline. Multiply that by the share you win and what each win is worth, and you have sales velocity.

Two practical consequences:

  • It measures the recent past. In his 50th-anniversary review of the law, Little writes that "we are in the measurement business, not the forecasting business." Velocity tells you what your pipeline has been doing. It predicts next quarter only if your mix, rates and cycle stay roughly stable.
  • Cycle length should cover every opportunity that leaves the pipeline. The law uses the average time all items spend in the system. If lost deals sit open for months before anyone closes them, a cycle measured on won deals alone understates how long opportunities really occupy the pipeline and overstates velocity. Close stale deals on a rule (for example, no activity in 60 days), or measure the cycle on won and lost deals together.
TermWhat it meansHow it differs from sales velocity
Pipeline valueTotal value of open opportunitiesA snapshot, not a rate; ignores win rate and time
Pipeline coveragePipeline value ÷ quota for the periodAsks "is there enough?" rather than "how fast?"
Sales cycle lengthAverage days to closeOne of velocity's four inputs
Win rateShare of closed opportunities wonOne of velocity's four inputs
Inventory velocityHow fast stock sells and is replacedA retail and supply chain measure, not a pipeline one

For how opportunities move through stages, see the sales pipeline entry. For how long B2B deals typically take, see the sales cycle length benchmarks.

How to use it in practice

  1. Fix the definitions first. Write down what counts as a qualified opportunity, which deal value you use (first-year or total contract value) and when the cycle clock starts.
  2. Use the same window for each input. A trailing two quarters for win rate, deal value and cycle length smooths out one unusual deal.
  3. Calculate it by segment and add the results.
  4. Track it monthly with its four inputs, so you can see which one moved.
  5. Work on one lever per quarter, then check that the others didn't fall.

The opportunities lever only helps when new opportunities are as well qualified as the old ones. Bebop finds companies that match a plain-language description of your best customers and explains why each one fits, so you can check fit before an account enters the pipeline.

Next step: turn your velocity inputs into a forward view with the sales forecast template.

Sources

Written by the Bebop team at Blackpearl Group. Last updated .

Questions people ask

What is the formula for sales velocity?

Sales velocity equals the number of open qualified opportunities, times the average won deal value, times the win rate, divided by the average sales cycle length in days. The result is revenue per day. For example, 120 opportunities × $18,000 × 0.22 ÷ 75 days = $6,336 a day. If you measure the cycle in weeks or months, the result is per week or per month, so keep the units consistent.

What is a good sales velocity?

There's no universal benchmark, because velocity depends on deal size, cycle length and how you define an opportunity. A team selling $500 subscriptions and one selling $500,000 contracts can't be compared. The useful comparison is with yourself: this quarter against last quarter, and one segment, product or rep against another, using the same definitions each time.

What is the difference between sales velocity and pipeline velocity?

Usually none. Most sales teams and tools use the two terms for the same calculation: opportunities times deal value times win rate, divided by cycle length. Some teams use pipeline velocity for how quickly deals move from one stage to the next, measured in days per stage. When a report or tool uses either term, check its formula before you compare figures.

How do you increase sales velocity?

Improve one of the four inputs without hurting the others: add qualified opportunities, raise average deal value, lift the win rate or shorten the cycle. A 10% gain in any of the first three raises velocity by 10%, and a 10% shorter cycle raises it by about 11%. Watch the trade-offs: discounts to close faster cut deal value, and looser qualification lowers the win rate.

Should sales cycle length include lost deals?

Ideally yes, or at least close out stale deals on a fixed rule. The formula assumes the cycle is the average time opportunities spend in the pipeline. If lost deals sit open for months while won deals close in weeks, a cycle based on won deals only makes the pipeline look faster than it is and overstates velocity. Whichever you choose, use it consistently.

Is sales velocity a forecast?

Not on its own. It describes how fast your pipeline has been producing revenue, based on recent win rates, deal values and cycle length. It predicts the next quarter only if those stay roughly stable and the mix of deals doesn't change. Use it alongside a stage-by-stage forecast, and recalculate it every month so the inputs stay current.

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