Will Salesforce report Q4 FY2026 revenue growth of 10% or higher (constant currency)?
Prediction Score
Final Prediction
Why This Question Matters
Revenue growth trajectory is the single most decision-relevant metric across all lenses. Seven consecutive quarters of 8-10% growth created the DIVERGING narrative classification. Breaking above 10% constant-currency would validate the reacceleration thesis supported by cRPO acceleration (9% to 11%) and large-deal bookings growth (26% YoY). Staying below 10% would confirm that leading indicators have not yet translated to reported revenue, maintaining the gap between management rhetoric and operational reality.
Prediction Distribution
Individual Predictions(9 runs)
Revenue growth has been stuck at 8-10% for 7 consecutive quarters, most recently 8% CC in Q3 FY26. To hit 10% CC, Salesforce would need a 2pp jump in a single quarter -- something it hasn't achieved in the entire 7-quarter band. cRPO acceleration from 9% to 11% CC and the net new AOV inflection suggest pipeline strengthening, but the typical lag from cRPO to revenue is 1-2 quarters, making the timing uncertain. Management guides conservatively (midpoint $10.0B implies ~7.6% nominal), and historical beats run 1-1.5% above guidance. Even a strong beat to $10.15-10.20B yields ~9.3-9.8% nominal, or roughly 8-9% CC given the consistent 1-2pp CC-to-nominal gap.
The leading indicators present the strongest bull case: cRPO at $29.4B growing 11% CC (up from 9%), net new bookings from $1M+ deals growing 26% YoY, and net new AOV growth outpacing AOV growth for the first time since FY22. These metrics have been accelerating for 2-3 quarters. The typical cRPO-to-revenue lag of 1-2 quarters means Q4 FY26 could be the inflection point. However, even hitting ~11% nominal growth (which would represent a meaningful acceleration) only translates to ~9-10% CC given persistent FX headwinds of 1-2pp. The bar is high and the math is tight.
The guidance math is unfavorable. Q4 FY26 guidance of $9.90-10.10B (midpoint $10.0B) implies 7.6% nominal growth on the $9.29B base. To achieve 10% CC, assuming CC lags nominal by ~1pp, Salesforce needs ~11% nominal growth, or ~$10.31B in revenue. That's $310M above guidance midpoint -- a 3.1% beat. Salesforce's typical revenue beat has been ~$100-150M (1-1.5%). A $310M beat would be more than double the historical pattern. Even the Atomic Auditor's finding that management systematically beats guidance doesn't support a beat of this magnitude. The structural drags from Marketing & Commerce clouds further constrain upside.
Seven consecutive quarters in the 8-10% band with no breakout. Q3 FY26 was 8% CC -- the lower end of the range. The committee is unanimous that the 10% CC threshold has not been breached and represents a structural ceiling given Marketing & Commerce cloud drag. Leading indicators (cRPO, AOV inflection, large-deal bookings) are genuinely improving but have a documented lag to revenue translation. Management's own guidance implies well below 10% CC. The reacceleration timeline remains uncertain per the committee's unresolved debate.
The Atomic Auditor's finding of OPERATIONAL_EXECUTION = EXCEEDING at E3 means management consistently beats guided targets. But the magnitude of beat needed is the issue. Typical revenue beats of 1-1.5% get Salesforce to ~$10.15-10.20B, which is ~9.3-9.8% nominal or ~8-9% CC. To reach 10% CC requires an extraordinary beat -- roughly double the normal magnitude. The Salesforce below-market growth rate (9.5% vs. 12.8% CRM market per IDC) suggests the company is losing share even as it grows, indicating structural constraints on acceleration. AgentForce at 1.3% of revenue is immaterial to Q4 results.
The FX component introduces meaningful uncertainty. In Q3 FY26, the nominal-to-CC gap was 1pp (9% nominal, 8% CC). This gap has ranged from 1-2pp across recent quarters. If FX headwinds moderate to only 0.5pp in Q4, then 10.5% nominal growth (achievable with an above-average beat) could yield 10% CC. The organic FY26 guidance of $41.15-41.25B implies Q4 residual of ~$10.15-10.25B after $31.0B in Q1-Q3. The upper end (~$10.25B) is ~10.3% nominal, which with favorable FX could reach 9-10% CC. This is a narrow path but not impossible.
Most recent CC growth was 8%. Hitting 10% CC requires a 2pp jump that hasn't occurred in 7 quarters. Leading indicators positive but unproven in actual revenue. Guidance implies well below 10% CC. The structural ceiling from Marketing & Commerce drag is real.
cRPO accelerating from 9% to 11% CC is the strongest forward indicator. Large-deal bookings +26% YoY and net new AOV inflection support eventual acceleration. But the 10% CC bar requires these leading indicators to fully translate in this specific quarter, and the 1-2pp FX gap makes the threshold harder to reach. Guidance midpoint of $10.0B implies only ~7.6% nominal growth.
Full-year organic guidance of $41.15-41.25B implies Q4 residual of ~$10.15-10.25B given ~$31.0B in Q1-Q3. Upper end at $10.25B is ~10.3% nominal growth. With typical 1pp FX headwind, that's ~9.3% CC -- still below 10%. Would need above-guidance performance AND favorable FX to reach 10% CC. Management beats consistently but the magnitude needed is larger than typical.
Resolution Criteria
Resolves YES if Salesforce reports Q4 FY2026 (quarter ending January 31, 2026) total revenue with year-over-year growth of 10.0% or higher on a constant currency basis, as disclosed in the Q4 FY26 earnings press release or call. Q3 FY26 revenue was $9.44B. Q4 FY25 revenue was $9.29B per the 10-K. Resolves NO if constant-currency growth is below 10.0%.
Resolution Source
Salesforce Q4 FY2026 earnings press release and supplemental financial data (SEC EDGAR 8-K)
Source Trigger
Q4 FY26 earnings (Feb 25, 2026) — revenue growth rate vs. 10% CC threshold
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