In November 2021, the median public SaaS company traded at 14–17x its next twelve months of expected revenue. Hypergrowth names were at 30–60x. Snowflake briefly touched 100x.
By October 2022 — eleven months later — that median was 5–6x. The same companies. The same products. The same customers. Just a radically different cost of capital and a market that had decided growth-at-any-cost was over.
Understanding what drove the 2021 SaaS EV/revenue multiple peak — and what destroyed it — is not just history. It directly explains where multiples sit today and what would need to change for a re-rating.
The Peak: What the SaaS EV/Revenue Multiple Looked Like in 2021
The BVP Nasdaq Emerging Cloud Index — the best public proxy for SaaS valuation — hit a peak EV/NTM revenue of approximately 18x in early November 2021. But the aggregate number understates what was happening at the high end.
| Company | Peak EV/NTM Revenue | Peak Date | YoY Growth at Peak |
|---|---|---|---|
| Snowflake | ~100x | Nov 2021 | ~110% |
| Monday.com | ~60x | Nov 2021 | ~90% |
| HubSpot | ~40x | Nov 2021 | ~47% |
| Cloudflare | ~55x | Nov 2021 | ~51% |
| Datadog | ~45x | Nov 2021 | ~66% |
| Twilio | ~30x | Nov 2021 | ~55% |
| Median BVP Cloud | ~18x | Nov 2021 | ~30–35% |
Source: BVP Nasdaq Emerging Cloud Index, public company filings, compiled from Clouded Judgement and public SaaS comp data.
Why the SaaS EV/Revenue Multiple Hit 20x+ in 2021
Three forces hit simultaneously. Remove any one of them and the bubble doesn't form.
Zero interest rates
The Fed funds rate was 0–0.25% from March 2020 through March 2022. In DCF math, near-zero discount rates make far-future cash flows worth almost as much as near-term ones — dramatically inflating growth stock valuations. A company whose free cash flow is 10 years away looks very different at 0% vs. 5%.
COVID-pulled-forward SaaS adoption
The pandemic forced 3–5 years of enterprise digital transformation into 18 months. SaaS companies reported 40–60% growth rates that looked structural but were largely accelerated demand. Investors priced the acceleration as the new baseline, not a pull-forward.
Non-endemic capital flooding the market
Crossover funds (Tiger Global, D1, Coatue), hedge funds, and yield-starved LPs poured into late-stage growth rounds at valuations that made no sense relative to traditional SaaS frameworks. Tiger Global alone invested in 100+ companies in 2021. This created pricing pressure in private markets that bled into public comps.
Rule of 40 replaced by pure growth religion
In a near-zero-rate environment, profitable growth and pure growth are priced the same. Markets rewarded companies growing 80%+ regardless of burn. NRR above 130% became a narrative driver that justified almost any multiple. The growth-at-any-cost framework was rational given the inputs — until the inputs changed.
The Collapse: From 17x to 5x in Eleven Months
The Fed began raising rates in March 2022. By December 2022, the fed funds rate was 4.25–4.50% — one of the fastest hiking cycles in 40 years. The SaaS multiple correction was mechanical and brutal.
| Period | Median EV/NTM Revenue | Fed Funds Rate | BVP Cloud Index Change |
|---|---|---|---|
| Nov 2021 (peak) | ~18x | 0–0.25% | — |
| Q1 2022 | ~13x | 0.25–0.50% | –28% |
| Q2 2022 | ~9x | 1.50–1.75% | –50% from peak |
| Q3 2022 | ~7x | 3.00–3.25% | –61% from peak |
| Oct–Nov 2022 (trough) | ~5–6x | 3.75–4.00% | –67% from peak |
| End of 2023 | ~7x | 5.25–5.50% | –61% from peak |
| Mid-2026 (current) | ~6–8x | 4.25–4.50% | –55% from peak |
The companies that fell hardest were those priced on the most aggressive growth assumptions. Snowflake fell from ~$400 to ~$130 between November 2021 and October 2022. Monday.com fell from ~$450 to ~$90. Twilio from ~$400 to ~$60. These weren't broken businesses — they were businesses priced for perfection at peak multiple.
Where SaaS EV/Revenue Multiples Are Now (2025–2026)
The market has stabilized but stratified. You can't talk about "the SaaS multiple" anymore — the spread between the top and bottom quartile is wider than it's ever been.
15–25x NTM
AI-native SaaS (30%+ growth, expanding NRR)
New premium tier, driven by AI revenue and margin expansion
10–15x NTM
High-growth SaaS (25–40% ARR growth, NRR >120%)
Recovering toward pre-COVID premium territory
6–8x NTM
Median public SaaS (15–25% growth)
Stabilized, close to 2019 pre-COVID median of 7–9x
3–5x NTM
Slow-growth / rule-of-40 negative (<15% growth)
No growth premium; valued near private equity comps
The most important takeaway: the 2021 peak was an anomaly driven by exogenous forces, not a new normal. Pre-COVID (2018–2019), median public SaaS already traded at 7–9x NTM revenue — roughly where we are today. If you benchmark against the 2021 peak, everything looks depressed. If you benchmark against 2019, we're actually close to historical fair value. DigitalOcean's 14.6x price-to-sales multiple in August 2026 is a live example of that mid-range pricing playing out on a single stock.
Track live public SaaS multiples on the SaaS Valuations dashboard — updated weekly with current EV/NTM revenue by growth cohort.
What This Means for Private Company Valuations
Private SaaS multiples historically lag public comps by 6–12 months and apply a 20–30% illiquidity discount. At the 2021 peak, private Series B and C SaaS companies were being priced at 30–50x ARR. That math no longer works.
2021 Peak Private SaaS Pricing
- Series A: 30–50x ARR for high-growth
- Series B: 20–40x ARR with NRR >120%
- Series C: 15–30x ARR, growth >50% required
- Secondary: public-equivalent multiples
2025–2026 Private SaaS Pricing
- Series A: 8–15x ARR for 80%+ growth
- Series B: 6–12x ARR with NRR >110%
- Series C: 5–10x ARR, profitability path required
- AI-native: 15–25x ARR as new premium
The 2021–2022 vintage of Series B and C raises — done at 20–40x ARR — is the most structurally challenged. Companies that raised at $500M+ valuations on $10–15M ARR now need to grow into multiples that have structurally contracted. That's the down-round pressure you're seeing in 2024–2026.
Will SaaS Multiples Return to 2021 Levels?
Almost certainly not for the median. Returning to 14–17x NTM median would require either near-zero interest rates again or a structural shift in SaaS growth rates that doesn't exist. AI-native SaaS companies with 40–80% growth and expanding margins may individually achieve those multiples — and some already are. But the category-wide median won't re-rate to 2021 levels without the same exogenous input that created them.
The more useful framing: 6–8x NTM is not depressed. It is the pre-COVID baseline. 2021 was the outlier. Founders and investors who anchor their expectations to the outlier are going to keep being disappointed.
The 2021 SaaS peak was a perfect storm: zero rates, COVID pull-forward, and $1T+ in non-endemic capital. All three are gone.
6–8x NTM is not the new pessimism. It is the old normal. The outlier was 2021, not today.
Track current public SaaS EV/revenue multiples on the SaaS Valuations Dashboard at Value Add VC. Originally published in the Trace Cohen newsletter.
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