Benchmarks, how to measure them from your ARR data, and what direction of travel actually tells you
The questions subscription leaders keep asking
How do I grow my ARR? What if we are leaving money on the table? We have invested in customer success, RevOps, new tooling, alignment workshops, and we are still waiting for the payoff. How long will it take?
These are reasonable questions. Most subscription leaders have asked at least one of them in the last twelve months. But notice the pattern. How do I grow. What are we leaving. We have invested. How long will it take us.
They are all pointed inwards. And that’s the frame worth pausing on, because the answer to every one of them is external.
ARR grows when customers get results they can prove to their own organisation. Money stays on the table when pricing does not match how value lands in the customer’s world. The investment in CS and RevOps pays off when those teams have a clear, evidence-based view of what customers value, not what the dashboard says they use.
The most important question in a subscription business is not about your teams, your tools or your processes. It’s about your customer. Do they know why they renew? Can they name the result? Is the product still doing the job they hired it for, or has it drifted while nobody was watching?
Where the payoff actually comes from
Revenue capture in a subscription business depends on five things happening in sequence. Understanding what is happening to your customer. Building a product that does the job they need done. Making the results visible in their organisation. Capturing that value through pricing and packaging that matches how it lands. And having the operating capability to execute all four consistently.
Miss any one of those and the others cannot compensate. Team alignment is the fifth. It amplifies or dampens everything upstream. But it can’t fix a market position problem, a product problem, or a value capture problem on its own.
The alignment evidence, and what it misses
In 2019, SiriusDecisions published the study that launched a thousand alignment programmes. Businesses with tightly aligned sales, marketing and customer success functions grew revenue 19% faster and were 15% more profitable. The numbers were credible. They were also incomplete.
What followed was predictable. Businesses invested in alignment: RevOps functions, shared dashboards, cross-functional meetings, unified tooling. The more recent evidence suggests the returns have grown. Forrester now reports 2.4 times higher revenue growth from customer-focused cross-functional alignment. Gartner shows 75% of the highest-growth companies deploy formal RevOps, and unified RevOps correlates with 36% higher revenue growth.
The direction is clear. Working together works. But the gap in the research matters more than the headline.
The original study measured collaboration. Departments sharing notes, meeting regularly, passing leads cleanly. It didn’t measure what those departments were aligned around. And that’s where most alignment programmes stall. You can have unified RevOps, a single dashboard, weekly stand-ups and perfect pipeline hygiene, and still watch the base erode quietly underneath it all, because the system is pointed inward.
Gartner’s own data shows the seam: 38% of RevOps leaders cite incomplete, stale or inconsistently structured CRM data as their top operational barrier. The problem is not that teams are not talking. It’s that the system they’re talking about doesn’t tell them what customers actually value, where that value is leaking, and what to fix first.
The performance grid: where are you actually sitting?
GRR and NRR plot where a subscription business sits in its own operating reality. The grid is not a target. It’s a diagnosis.
| NRR < 100% | NRR > 100% | |
|---|---|---|
| GRR < 90% | Fundamentals — Base is eroding. Start with the customer’s world. Is the product solving a decision they actually have? | Pricing Lever — Expansion is masking base erosion. Fix the base before expansion hides the damage. |
| GRR > 90% | Money on the Table — Base is loyal but you’re underpricing or penetrating wrong. Strong retention. Pricing doesn’t reflect the value. | Double Down — Scale it. Protect what’s working. Build the system that makes this repeatable. |
Fundamentals (GRR < 90%, NRR < 100%): Both metrics are weak. Something is broken — in product fit, in how results land with customers, or in how the business is positioned. This is the most urgent diagnostic.
Pricing Lever (GRR < 90%, NRR > 100%): Expansion is hiding a deteriorating base. Price increases and upsells are propping up NRR while GRR falls. This is borrowed time. Fix the base before expansion masks the damage permanently.
Money on the Table (GRR > 90%, NRR < 100%): Base is sticky and loyal. Customers renew at high rates but you’re deliberately or accidentally leaving money on the table. Either pricing doesn’t match how value lands, or customers don’t see the expansion cases, or you’re not going after them.
Double Down (GRR > 90%, NRR > 100%): Both metrics are strong. The system is working. The move is scale and protection — keep what’s working, refine ruthlessly. This is where compounding happens.
How to calculate your GRR from ARR data
GRR measures how much recurring revenue you keep from existing customers over a period. It counts churn and downgrades, but not new business or expansion. The SaaS Metrics Standards Board defines it as the cohort method: take a group of customers at the start of a period, measure their ARR, then measure the same group’s ARR at the end of the period (counting only what they were paying before, even if they’ve expanded). The ratio is your GRR.
The calculation, step by step
Step 1: Define your cohort. Pick a specific date — say, January 1 of the measurement year. Identify all customers who had a live annual subscription on that date. This is your opening cohort.
Step 2: Record opening ARR. For each customer in the cohort, record their annual recurring revenue (not bookings, not cash collected, but the ARR they had on January 1). Add them up. This is your Beginning ARR.
Step 3: Record ending ARR, adjusted. One year later (January 1 of the next year), for each customer still in the cohort, record their current ARR. But apply the adjustment: use the lesser of their beginning ARR or their current ARR. This captures downgrades and churn but excludes expansion.
If a customer churned (paid nothing), their adjusted ending ARR is zero. If they downgraded from $100k to $60k, their adjusted ending ARR is $60k. If they expanded from $100k to $150k, their adjusted ending ARR is $100k. If they renewed at $100k, their adjusted ending ARR is $100k.
Step 4: Calculate the ratio. Sum all adjusted ending ARR. Divide by Beginning ARR. That’s your GRR.
Worked example
| Customer | Beginning ARR | Ending ARR | Adjusted Ending ARR | Notes |
|---|---|---|---|---|
| Acme Corp | $120,000 | $0 | $0 | Churned |
| Baker Data | $240,000 | $240,000 | $240,000 | Renewed flat |
| Cortex Ltd | $85,000 | $127,500 | $85,000 | Expanded, but cap at beginning |
| Delphi Inc | $310,000 | $248,000 | $248,000 | Downgraded |
| Everett & Co | $175,000 | $175,000 | $175,000 | Renewed flat |
| Total | $930,000 | $790,500 | $748,000 |
GRR = $748,000 / $930,000 = 80.4%
This is weak. Below 80% is problematic. You have a base protection problem.
What the calculation tells you
This is the read that matters: did your existing customers, in aggregate, renew at the same value? The answer is no. Customers who were worth $930k at the start are worth only $748k. That’s a $182k erosion you can’t build on. Expansion on top of this (if it happens) is noise.
The next question is why. Is Acme’s churn a segment issue (do all enterprise deals look like this?) or a customer success issue? Is Delphi’s downgrade isolated or systemic? Is Cortex expanding because they found more value, or because they got a price increase?
That’s where the diagnostic lives.
How to calculate your NRR from the same data
NRR includes expansion on top of GRR. Take the same cohort. Instead of capping customers at their beginning ARR, use their full ending ARR (including any upsells, cross-sells, usage growth, or price increases). Divide by beginning ARR.
Using the worked example above:
NRR = ($0 + $240,000 + $127,500 + $248,000 + $175,000) / $930,000 = $790,500 / $930,000 = 85.0%
This business has 80.4% GRR and 85.0% NRR. The 4.6-point gap is expansion — not enough to offset the base erosion. This is weak on both metrics.
Compare this to a business with 88% GRR and 106% NRR. An 18-point expansion gap means customers are adopting more because they’re seeing value. That’s compounding health.
What the benchmark actually says
Substribe’s research across B2B information businesses puts the median GRR at 88% and median NRR at 106%. These are market midpoints. They’re not targets.
The lines that hold everywhere:
- GRR below 80% is a problem in every context. Something’s broken.
- GRR at 90% or above is a defended base. You have breathing room to invest in expansion.
- NRR below 100% means the base is shrinking in revenue terms. This is unsustainable long-term.
Everything else is conditional on what you’re doing and where you are.
Two things that change the read
Maturity of the base. Young businesses post flattering GRR because most revenue hasn’t yet faced a genuine renewal. Expect the headline to soften as more of the base gets tested. That softening is not failure. It’s untested becoming tested.
What happens at renewal. A first renewal can be sunk cost or an unexamined budget line. The second renewal is where the truth arrives — the budget’s been challenged, the original champion may have moved on, and the product’s had time to embed or drift. You don’t have a proven renewal until it’s happened twice.
When something significant changes at the customer — a new leader, a strategy shift, a restructure — the fuse resets. A renewal that follows an unchallenged status quo proves history. A renewal that survives a real change event proves the product does a job the organisation needs done, regardless of who’s in the chair.
Direction of travel matters more than the number
GRR and NRR are annual metrics. They lag. Both are blended averages that hide the story underneath.
A business at 91% GRR moving to 88% over three years is in more trouble than a business at 86% moving to 89%. Direction tells you whether you’re compounding health or accumulating damage.
The businesses that hold and improve these metrics stay close to customers between renewals. They decompose the headline: not ‘our GRR is 88%’ but ‘GRR on the data feed is 94%, on the content subscription is 82%, and here’s why each one is different and what we’re doing about the gap’. They run a quarterly operating rhythm across product, pricing, marketing and customer-facing teams, turning evidence into action rather than a report.
Both metrics are annual. Both lag. Both are blended. The discipline that compounds them isn’t about the metrics themselves. It’s about the operating rhythm that turns them into decisions.
What to do next: the diagnostic
You now have your GRR and NRR. You know where you sit on the grid.
If you’re in Fundamentals (weak GRR, weak NRR), something fundamental’s broken. Understanding why is urgent.
If you’re in Pricing Lever (falling GRR, strong NRR), the urgent move is to understand why the base is eroding before expansion masks the damage permanently.
If you’re in Money on the Table (sticky base, weak expansion), the move is to capture that value. Your customers are loyal. Pricing doesn’t reflect what they get, or they don’t see the upsell, or you’re not positioned to sell it.
If you’re in Double Down (strong GRR, strong NRR), the move is systemising what’s working so you can scale it repeatably.
The diagnostic that maps to each quadrant and tells you what to fix first, in order, is available at substribe.co/diagnostic.
Sources
Metric definitions: SaaS Metrics Standards Board, Version 1.0 (January 2023). Standards for Gross Revenue Retention (GRR), Net Revenue Retention (NRR), and Logo Retention.
Benchmark data: Substribe benchmark research across B2B information brands.
Alignment and RevOps research:
– SiriusDecisions (2019): 19% faster revenue growth and 15% greater profitability from aligned sales, marketing and customer success functions.
– Forrester: 2.4x higher revenue growth and 2.0x higher profitability growth from customer-focused cross-functional alignment.
– Gartner: 36% higher revenue growth from unified RevOps; 75% of highest-growth companies deploy formal RevOps.
– The Smarketers B2B Report: 38% of RevOps leaders cite incomplete or inconsistently structured CRM data as top operational barrier.
This guide is written from the Substribe Claude project, combining operator experience with research built through years of work with cross-functional leaders across B2B information, data and subscription brands.
Metric definitions follow the SaaS Metrics Standards Board Version 1.0.
Substribe helps B2B subscription businesses find where value is leaking and fix it in the right order. Start a conversation at substribe.co.
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