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Will Autodesk's RPO growth exceed revenue growth in Q4 FY2026?

Resolves March 31, 2026(33d)
IG: 0.36

Current Prediction

70%
Likely Yes
Model Agreement92%
Predictions9 runs
Last UpdatedFebruary 21, 2026

Why This Question Matters

RPO-to-revenue growth differential is the strongest available proxy for retention health given that Autodesk does not disclose NRR. In Q3 FY2026, RPO grew 20% vs revenue 18% — a healthy spread. The Revenue Revealer flagged RPO growth falling below revenue growth as an escalation trigger. NRR is the single largest unverified dependency in the analysis (4 signals depend on it being healthy). If RPO growth contracts below revenue growth, it would be the first quantifiable evidence that the NRR assumption may be wrong, potentially triggering the NRR Revelation Cascade scenario (2-6% probability per Black Swan Beacon).

REVENUE_DURABILITYCOMPETITIVE_POSITION

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 62%74%Aggregate: 70%
Individual Predictions(9 runs)
opusRun 1
73%

The 200bps positive spread (RPO 20% vs Revenue 18%) has persisted across recent quarters. Billings growth at 21% provides third independent confirmation that demand pipeline exceeds current-period revenue recognition. Subscription model at 93% creates revenue recognition smoothing that makes revenue growth inherently less volatile than bookings-driven RPO. The NTM transition shifting to direct sales may mechanically support RPO as direct contracts are longer-term. For the spread to flip, RPO growth would need to decelerate by more than revenue growth, which seems unlikely given billings at 21%.

Billings at 21% provide third independent confirmation of healthy pipeline93% subscription model smooths revenue making RPO-revenue spread stableNTM direct sales transition may mechanically support RPO growth
opusRun 2
68%

NTM transition risk deserves deeper probing. The shift from indirect to direct (47% vs 37% prior) fundamentally changes how RPO is calculated — direct contracts may have longer terms, mechanically inflating RPO during transition. If Q4 represents normalization, RPO growth could decelerate while ratably-recognized revenue continues its smoother trajectory. However, BOTH RPO and billings exceed revenue growth by similar margins (2pp and 3pp), making it harder to attribute the entire spread to mechanical effects. If it were purely NTM-driven, billings and RPO would likely diverge.

NTM transition changes RPO composition — normalization risk in Q4RPO and billings both exceeding revenue by similar margins argues against purely mechanical effectDeferred revenue at 8% growth while revenue at 18% signals shifting balance sheet dynamics
opusRun 3
66%

Adversarial angle: Black Swan Beacon flagged 2-6% probability NRR is below expectations. If NRR is 95-100% rather than estimated 105-115%, RPO growth could be acquisition-heavy. But even in this scenario, for RPO growth to fall BELOW revenue growth requires a 200-300bps swing from 20% to below ~17-18% in one quarter — that requires actively negative booking dynamics, not just deceleration. Given billings at 21% in Q3, a sudden step-down seems unlikely. Management guidance and pre-announcements would likely have surfaced negative signals by now given results are expected late Feb 2026.

NRR non-disclosure adversarial scenario: even if NRR below expectations, RPO would need 200-300bps swing to flip negativeBillings at 21% makes sudden booking collapse unlikelyProximity to earnings with no pre-announced negative signals is modestly reassuring
sonnetRun 1
72%

RPO growth exceeded revenue growth in Q3 by 200bps. Billings exceeded both at 21%. Committee confirmed this as a healthy demand signal with HIGH confidence. For this to reverse in a single quarter, something material would need to change — enterprise renewal failure, macro shock, or NTM transition cliff. None are evident. The base case is continuation of the positive spread.

200bps positive spread confirmed by committee as healthy demand signalNo evident catalyst for single-quarter reversalBillings growth at 21% provides strongest pipeline confirmation
sonnetRun 2
62%

The 200bps spread is positive but narrow. Enterprise contract lumpiness is a real risk — a single large EBA renewal slipping from Q4 to Q1 could erase a 200bps spread easily. Autodesk has large enterprise customers whose renewal timing is unpredictable. The NTM transition means comparison bases are shifting in non-obvious ways. Revenue Revealer flagged this as an escalation trigger specifically because it's plausible, not remote. The spread continuing is the base case but meaningful probability exists for it not holding.

200bps spread is narrow enough to be erased by single EBA renewal slippageEnterprise contract lumpiness creates genuine single-quarter riskNTM transition creates shifting comparison bases
sonnetRun 3
71%

Three independent metrics favor continuation: RPO at 20%, billings at 21%, revenue at 18% — all tell a consistent story of expanding demand. The question asks if RPO growth EXCEEDS revenue growth, not by how much. Even if RPO decelerates from 20% to 19%, it could still exceed revenue growth if revenue also decelerates. The structural dynamics of 93% subscription revenue with large backlog make it unlikely for RPO to collapse below revenue growth in a single quarter absent a crisis.

Three independent metrics (RPO, billings, revenue) tell consistent expansion storyQuestion threshold is binary exceed/not — even narrow positive spread counts93% subscription base creates structural stability against single-quarter collapse
haikuRun 1
74%

RPO growth has exceeded revenue growth in recent quarters with consistent 200bps spread. Billings growth at 21% confirms healthy pipeline. Subscription-heavy model at 93% creates underlying stability. Pattern of RPO outpacing revenue is well-established and likely to continue.

Consistent RPO > revenue growth pattern in recent quartersBillings at 21% confirms healthy pipeline93% subscription model provides stability
haikuRun 2
65%

The NTM transition is the biggest wild card — shifting billing structure from indirect to direct changes RPO composition. Deferred revenue at only 8% growth while revenue grows 18% suggests mechanical shifts in the balance sheet. Committee resolved as benign but the gap was initially flagged by both analysts. Some caution warranted on whether these mechanical effects stabilize or reverse in Q4.

NTM transition changing billing structure is largest uncertaintyDeferred revenue gap (8% vs 18%) suggests mechanical shiftsCommittee resolved as benign but initial flagging warrants caution
haikuRun 3
70%

20% RPO vs 18% revenue is a healthy 200bps spread. Billings at 21% supports this. For the spread to flip negative, RPO growth would need to drop 3+ percentage points in one quarter, which is unlikely given strong billings momentum. The committee's HIGH confidence DURABLE classification supports continuation.

200bps spread requires 3+ pp swing to flip — unlikely in single quarterBillings momentum at 21% supports continuationCommittee HIGH confidence DURABLE classification

Resolution Criteria

Resolves YES if Autodesk's Q4 FY2026 RPO YoY growth rate (as reported in the earnings press release or 8-K) exceeds or equals the Q4 FY2026 revenue YoY growth rate. Resolves NO if RPO growth is lower than revenue growth. Both metrics use as-reported (not constant currency) unless only constant currency is disclosed for RPO.

Resolution Source

Autodesk Q4 FY2026 earnings press release, 8-K, or 10-K filing

Source Trigger

RPO growth decelerating below revenue growth for 2+ quarters

revenue-revealerREVENUE_DURABILITYMEDIUM
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