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After the 2021 bubble, public software valuations collapsed 60-80%. By mid-2026, a clear bifurcation has emerged: AI-positioned SaaS companies (CrowdStrike, Monday.com, Datadog) have recovered to near all-time highs, while legacy SaaS names (Twilio, Zoom, DocuSign) remain down 60-80% from peak. SBC scrutiny continues. Here's the updated data.
| Metric | Peak 2021 | Trough 2022-23 | Mid-2026 |
|---|---|---|---|
| Median EV/NTM Revenue (high-growth) | 35-50x | 6-10x | 12-22x |
| Rule of 40 premium | +60% valuation lift | +20% lift | +40% lift |
| Unprofitable software avg multiple | 25x revenue | 4x revenue | 5x revenue |
| AI-positioned SaaS avg multiple | — | 8x revenue | 18-25x revenue |
| SBC as % of revenue (median) | 22% | 18% | 12% |
| FCF margin (median large cap) | -5% | 12% | 25% |
| NRR (median) | 125% | 110% | 112% |
| Company | 2021 Peak | Trough | Mid-2026 | Status |
|---|---|---|---|---|
| CrowdStrike (CRWD) | $298 | $92 | ~$380+ | Near ATH |
| Monday.com (MNDY) | $450 | $75 | ~$400+ | Near ATH |
| Datadog (DDOG) | $196 | $64 | ~$170+ | Near ATH |
| Palo Alto (PANW) | $213 | $132 | ~$220+ | Above peak |
| Twilio (TWLO) | $443 | $45 | ~$120 | Still -73% |
| Zoom (ZM) | $580 | $59 | ~$80 | Still -86% |
| DocuSign (DOCU) | $310 | $40 | ~$95 | Still -69% |
| Asana (ASAN) | $145 | $10 | ~$22 | Still -85% |
Stock-based compensation remains under the microscope in 2026. Investors now demand both GAAP and non-GAAP profitability. The median SBC-to-revenue ratio has dropped from 22% at peak to ~12% in mid-2026. Companies that aggressively cut SBC (Salesforce, Meta) have been rewarded with re-rating; those that haven't face persistent multiple compression.
The market has drawn a clear line: software companies with genuine AI integration (CrowdStrike's AI-native security, Datadog's AI observability, Monday.com's AI workflows) trade at 18-25x revenue. Legacy horizontal SaaS without AI differentiation trades at 5-8x. The premium for AI isn't hype — it reflects measurably higher growth rates and improving net retention.
With the Fed holding rates steady in 2026 after modest cuts in late 2025, the rate shock of 2022-2023 has been fully absorbed. High-quality software multiples have re-expanded from the trough but haven't returned to 2021 excess. The market now prices software at historically normal levels — 12-22x NTM revenue for growth names rather than the 35-50x of 2021.
Companies like Zoom, DocuSign, and Twilio face structural headwinds beyond valuation: commoditization of their core features, AI-native competitors, and enterprise consolidation trends. These stocks may never return to 2021 peaks because the revenue growth assumptions underlying those valuations were permanently reset. Acqui-hires and take-privates are becoming the exit path.
The median high-growth software stock fell 60-80% from its 2021 peak to its 2022-2023 trough. Some names fell 90%+: Zoom from $580 to $59 (-90%), DocuSign from $310 to $40 (-87%), Asana from $145 to $10 (-93%). The BVP Nasdaq Emerging Cloud Index fell ~70% peak to trough. By mid-2026, recovery has been highly selective — AI-positioned names like CrowdStrike and Monday.com are near or above peaks, while legacy names like Zoom and DocuSign remain down 69-86%.
Stock-based compensation (SBC) is the equity grants companies give employees. It's a real cost (dilutive to shareholders) but excluded from non-GAAP earnings metrics that most software companies highlight. High SBC obscures true profitability. Post-reset, investors now demand both non-GAAP and GAAP FCF margins, forcing companies to reduce SBC ratios. The median SBC-to-revenue ratio has fallen from 22% at 2021 peak to ~12% in mid-2026 — a meaningful improvement driven by layoffs, reduced hiring, and investor pressure.
As of mid-2026, the software market has bifurcated rather than uniformly recovered. AI-positioned SaaS (CrowdStrike, Datadog, Monday.com, Palo Alto Networks) trades at 18-25x NTM revenue and is near or above 2021 peaks. Legacy horizontal SaaS without AI moats (Twilio, Zoom, DocuSign, Asana) trades at 5-8x and remains down 60-85%. Total value destroyed from 2021 has partially recovered for the sector as a whole, but the recovery has been concentrated in AI winners. FCF margins have expanded to 25%+ for median large-cap software — the sector is far healthier operationally even if many individual names never regain peak valuations.