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Burn Multiple is one of the few SaaS metrics with genuinely clean, well-agreed-upon benchmarks. Under 1.0 is excellent, over 2.0 raises questions, and most sources land somewhere in between for anything in the middle. So we ran it against real data from more than 130 SaaS companies to see how those textbook numbers hold up. The short answer: better than I expected, and with a few real traps in how people read the number in the first place.
Burn Multiple measures how much cash a company spends to generate each incremental dollar of annual recurring revenue. David Sacks of Craft Ventures popularized the metric in 2020, building on Bessemer's earlier Efficiency Score, and it's since become one of the standard ways investors and finance teams talk about capital efficiency.
Net Burn is cash revenue minus cash operating expenses for the period. Net New ARR is new ARR plus expansion ARR minus churned ARR. A Burn Multiple of 1.0 means a company spends a dollar to generate a dollar of new ARR. A Burn Multiple of 4.0 means it takes four dollars of spend to generate that same dollar, a much worse trade.
A practical example: a company burns $2 million in a quarter while adding $1 million in net new ARR. That's a Burn Multiple of 2.0, which most sources would call reasonable for an early-stage company. If that same company burned $5 million to add the same $1 million, that's a 5.0 multiple, a real warning sign regardless of stage.
Burn Multiple earns its reputation because it's a catch-all. Almost any real problem in a SaaS business eventually shows up in this one number, whether the root cause is high customer acquisition cost, a churn problem, thin gross margin, or plain operational bloat. A company can look fine on growth rate alone while its Burn Multiple quietly tells a different story about how much that growth actually costs.
It's also a read on product-market fit, not just spending discipline. A company that reaches $1 million in new ARR by burning $2 million is demonstrating that the market is pulling the product out of them. A company that needs $5 million in burn to hit the same number is pushing the product onto the market instead, and that distinction tends to matter a great deal to anyone evaluating the business, investor or not.
It also connects directly to fundraising reality. Companies with a low, improving Burn Multiple have more runway, need to raise less often, and typically raise on better terms. Companies with a high or worsening one are effectively announcing that their growth depends on a steady supply of outside capital, which is a much more fragile position to build a company from.
Burn Multiple should be read as a trend, not a snapshot. One noisy quarter, a big one-time expense, a seasonal dip in bookings, can swing the number without reflecting anything structural. What matters is the direction over several quarters, not any single data point.
A 1.5 multiple paired with 200% year-over-year growth is a very different story than the same 1.5 multiple paired with 40% growth. Investors and operators who treat "under 1.0 good, over 2.0 bad" as a fixed rule regardless of context are missing half the picture. Context is the metric's other half.
When net burn is negative (a company is cash-flow positive) and net new ARR is positive, the ratio technically comes out negative, but that's actually the best possible outcome, not a red flag. When net new ARR is zero or negative, the multiple becomes undefined or misleading, and burn multiple simply isn't the right metric to lean on in that moment. In our own dataset, 18 companies had shrinking net new ARR over the trailing year; forcing a Burn Multiple onto those companies would have been more misleading than useful, so we excluded them from the analysis below rather than publish a distorted number.
Burn Multiple is comprehensive precisely because it can hide which specific problem is driving it. A company with a great Magic Number and healthy CAC payback can still have a terrible Burn Multiple because of engineering overhead or thin gross margin. Burn Multiple tells you something is off; it doesn't tell you what, on its own.
This one is easy to miss. Every published Burn Multiple benchmark implicitly assumes a SaaS-typical gross margin, usually somewhere around 70-80%. A company with an 80% gross margin converts a $1.00 Burn Multiple into roughly 80 cents of gross profit per dollar burned. A company with a 40% gross margin converts that same $1.00 multiple into only 40 cents. Same headline number, very different underlying efficiency.
This is exactly why we'd urge caution before taking any Burn Multiple benchmark, including the ones below, at face value without also checking the gross margin assumption behind it, especially given what we found when we looked at real gross margin data across our own customer base: a meaningful share of companies can't currently produce a trustworthy gross margin figure at all, which means their Burn Multiple is harder to benchmark fairly too, not because the math is wrong, but because one of its hidden assumptions is unverified.
We calculated Burn Multiple for every company in our dataset with positive net new ARR over the trailing 12 months, 113 of 131 companies. The remaining 18 either had shrinking ARR (excluded, per the reasoning above) or reported exactly $0 in burn, meaning they've already reached cash-flow neutrality or better.
A median of 0.12 is a genuinely strong number. Using the commonly cited bands (under 1.0 excellent, 1.0-1.5 strong, 1.5-2.0 worth monitoring, over 2.0 a real concern), 64.6% of our sample falls in the excellent range. Only about a quarter (24.8%) sits above 2.0.
Where it gets more interesting is comparing our data against external benchmarks by ARR stage, and we checked this against two independent sources rather than one. Capchase's 2022 study of 439 SaaS companies, published via MetricHQ, found median Burn Multiples declining from 1.7x at $1-3 million in ARR down to 0.65x at $5-10 million, before ticking back up slightly at $10-15 million. Our own companies, at every one of those same stages, ran more efficient than that benchmark.
A more recent comparison tells the same story, more starkly. L40, an M&A advisory firm, published stage-based Burn Multiple benchmarks in late 2025 sourced from ScaleVP, Capchase, and CFO Advisors data: roughly 2.0-2.4x for companies at $1-5 million in ARR, 1.2-1.6x at $5-20 million, and 0.9-1.4x at $20-50 million. Our own companies beat every one of those bands too, and at the $5-20 million stage in particular, the gap is dramatic: a median Burn Multiple near zero in our data against L40's 1.2-1.6x.
We're not going to claim our customers are simply better operators than the companies in either study; that's not a claim the data supports on its own. The more honest read is probably a mix of two things: capital efficiency has become a much bigger priority industry-wide since the earlier of these two benchmarks was collected in 2022, and Grid's own customer base likely skews toward finance and RevOps-led teams who are already paying close attention to this exact kind of number, which is a selection effect worth naming rather than ignoring. What's notable is that the gap holds up against two separate external sources published three years apart, which makes it more likely to be a real signal than a fluke of one dataset.
Either way, the headline finding holds: the version of "growth at any cost" that Burn Multiple was originally built to push back on doesn't describe most of the real companies in this dataset. Most of them are already running lean by the standards the metric itself sets.
Burn Multiple earns its reputation as one of the cleanest efficiency metrics in SaaS, and the data mostly backs that reputation up. Our own companies run more efficiently than the textbook expects at nearly every stage, which is a good sign for the state of capital discipline in the market right now. But the number is still easy to misread: as a single snapshot instead of a trend, as a fixed threshold instead of something that depends on growth rate and stage, or as a fully explanatory answer instead of the first clue in a longer diagnosis.
Read correctly, alongside growth rate and the metrics that feed it, Burn Multiple remains one of the fastest ways to tell whether a company's growth is actually built to last.
Talk to us to see how Grid can help you track Burn Multiple, and the metrics that drive it, against your own real financial data.
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