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Will MongoDB's Q4 FY2026 Atlas revenue growth decelerate below 25% year-over-year?

Resolves March 15, 2026(17d)
IG: 0.80

Current Prediction

20%
Likely No
Model Agreement94%
Predictions9 runs
Last UpdatedFebruary 21, 2026

Why This Question Matters

Atlas consumption growth is the single most decision-relevant operational metric, flagged by 3 lenses as a monitoring trigger. Growth has been accelerating (24% to 30% over four quarters) counter to the broader software market. Deceleration below 25% would challenge the EXCEEDING operational execution assessment and test whether FY2026 was partially a recovery from the FY2025 reset year. Sustained acceleration above 25% would extend the case for execution sustainability and support the DEMANDING valuation.

REVENUE_DURABILITYOPERATIONAL_EXECUTION

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 15%25%Aggregate: 20%
Individual Predictions(9 runs)
opusRun 1
18%

Atlas growth has accelerated for 4 consecutive quarters (24% to 30%), and management guided Q4 at ~27% YoY — 2 full percentage points above the 25% threshold. MongoDB has a consistent beat-and-raise pattern (3 consecutive quarters of guidance raises). For Atlas to fall below 25%, a significant macro disruption or consumption pullback would need to emerge in the Nov 2025-Jan 2026 period. While the April 2025 tariff episode demonstrated macro sensitivity, the subsequent rebound was swift (May 2025). Net ARR expansion improving to 120% and workloads growing faster/longer than prior cohorts both support sustained consumption. The primary risk is Q4 holiday seasonal unpredictability, but management flagged this proactively — typically a sign of managed expectations rather than genuine concern. I assign ~18% probability to below-25% growth.

Management guided ~27% Atlas growth, 2pp above threshold4 consecutive quarters of acceleration (24% to 30%)Beat-and-raise pattern x3 suggests conservative guidance
opusRun 2
22%

The acceleration trend is strong, but I weigh the consumption-based model risk more heavily. 75% of revenue is consumption-driven Atlas, which demonstrated clear macro sensitivity in April 2025. The Q4 period (Nov-Jan) includes holiday seasonal effects that management explicitly flagged as creating unpredictability — this is the kind of careful language that sometimes precedes a miss. The 30% Q3 figure may also represent a local peak from base effects (FY2025 was a 'reset year'), meaning comparisons get harder. However, the 25% threshold is still well below the ~27% guidance, and management would need to have significantly over-guided (unusual for a beat-and-raise management team) for this to trigger. The insider selling pattern (net sellers, zero open market purchases) provides mild directional concern but is predominantly routine 10b5-1 activity. I estimate 22% probability.

Consumption-based model proved macro-sensitive in April 2025Q4 holiday seasonality explicitly flagged by managementFY2025 reset year comparisons may flatter recent growth rates
opusRun 3
15%

The quantitative evidence strongly argues against sub-25% growth. Atlas has accelerated every quarter in FY2026: 24% -> 26% -> 27% -> 30%. Management guided Q4 at ~27% and total revenue at $665-670M (+21-22%). If Atlas (75% of revenue) grew only 24.9%, it would imply Atlas revenue of approximately $471M-$472M vs. the ~$490M implied by 27% guidance — a $18-19M miss on Atlas alone. This magnitude of miss is inconsistent with MongoDB's recent execution: they beat and raised 3 consecutive quarters, net ARR expansion is improving (120%), and the customer base is expanding (+8,000 customers, +298 >$100K ARR customers in FY2026). The self-serve acquisition at 6-year highs adds organic growth momentum. The only scenario is a genuine macro shock during Nov-Jan, which while possible has low base rate probability given current economic conditions. I assign 15%.

Sub-25% growth implies ~$18-19M Atlas revenue miss vs guidance — historically unprecedented for MDBNet ARR expansion improving to 120% signals healthy consumption growthSelf-serve customer acquisition at 6-year highs provides organic growth floor
sonnetRun 1
20%

Management guided ~27% Atlas growth. They've beaten guidance all year. The 25% threshold requires a significant miss — not just a deceleration from 30% but a deceleration past the guided 27% and then some. The consumption model does create risk, but the April 2025 tariff episode showed the disruption was temporary (May rebound). Newer workloads growing faster/longer than prior cohorts structurally supports consumption durability. Holiday seasonality is a real wildcard but management flagging it suggests they've already baked some conservatism into the 27% guide. Net insider selling is unexciting but mostly routine. I see about 20% chance Atlas drops below 25%.

27% guidance with established beat pattern makes sub-25% a significant miss scenarioApril 2025 macro disruption was temporary — swift May reboundNewer workloads growing faster/longer supports consumption durability
sonnetRun 2
25%

I'm slightly more cautious. The acceleration from 24% to 30% over FY2026 is impressive, but the question is whether Q3's 30% was artificially boosted by base effects from the FY2025 reset year. If FY2025 was a trough, then the comps get harder as we normalize. The Gravy Gauge CONDITIONAL classification acknowledges real vulnerability — 75% consumption-based with hyperscaler dependency. The CONDITIONAL vs FRAGILE debate is unresolved and the committee itself flagged this as HIGH materiality. Holiday seasonal patterns creating consumption unpredictability is concerning because Q4 is the holiday quarter. The Botha discretionary sale ($10M at $400-410) is a mildly bearish signal from a sophisticated investor. Still, falling below 25% when guidance is 27% requires a meaningful miss. 25% probability.

FY2025 reset year creates favorable base effects that may inflate FY2026 growth ratesCONDITIONAL vs FRAGILE classification debate unresolved — HIGH materialityHoliday seasonal Q4 consumption patterns create genuine unpredictability
sonnetRun 3
17%

The math is straightforward. Management guided total Q4 revenue at $665-670M (+21-22% YoY). Atlas is 75% of revenue. If Atlas grows at 25%, that implies Atlas revenue of ~$471M. If Atlas grows at 27% (guided), that's ~$478M. The $7M difference between 25% and 27% growth is small in absolute terms but would represent the worst guidance miss in FY2026. MongoDB beat Q1, Q2, Q3 guidance comfortably. The operational execution signals are all positive: Atomic Auditor rated EXCEEDING, margin expansion 5x target, self-serve at 6-year highs. Without a clear catalyst for a sharp consumption pullback in the Nov-Jan window, I don't see how they miss by this margin. 17%.

Guidance miss of this magnitude would be worst in FY2026 — inconsistent with execution patternAtomic Auditor EXCEEDING classification based primarily on Atlas accelerationMargin expansion 5x target signals operational discipline unlikely to coexist with revenue miss
haikuRun 1
20%

Management guided ~27% Atlas growth for Q4, 2 points above the 25% threshold. Beat-and-raise track record (3 quarters running) means guidance is likely conservative. Atlas acceleration trend (24% to 30%) would need sharp reversal. Holiday seasonal effects are a risk but management already factored them into guidance. 20% probability of sub-25% growth.

27% guidance provides 2pp buffer above thresholdBeat-and-raise x3 implies conservative guidanceHoliday seasonality is the primary risk factor
haikuRun 2
23%

Consumption-based model at 75% of revenue creates real volatility risk. April 2025 showed how quickly consumption can soften under macro stress. Q4 holiday patterns add unpredictability. But 25% is a low bar relative to the 30% Q3 print and 27% guidance. Net ARR expansion at 120% supports sustained consumption. Insiders are net sellers but mostly routine. I put this at 23%.

75% consumption-based creates macro sensitivity risk25% threshold is low relative to Q3 actual (30%) and Q4 guide (27%)Net ARR expansion at 120% supports consumption durability
haikuRun 3
19%

Strong acceleration trend, conservative management guidance, and improving customer metrics all point to Atlas growth staying above 25%. The 4-quarter acceleration trend (24% to 30%) would need to reverse dramatically. Management guided 27% — they'd need to miss by 2+ points. Customer acquisition at 6-year highs provides organic growth floor. Main risk is macro shock during Q4. Probability 19%.

4-quarter acceleration trend requires dramatic reversal to go sub-25%Customer acquisition at 6-year highs provides growth floorManagement would need to miss guidance by 2+ points

Resolution Criteria

Resolves YES if MongoDB's Q4 FY2026 earnings release (expected March 2026) reports Atlas revenue year-over-year growth below 25%. Resolves NO if Atlas growth is 25% or above. Growth rate is calculated from the Atlas revenue figure explicitly disclosed in the earnings release or 10-Q filing compared to the year-ago quarter.

Resolution Source

MongoDB Q4 FY2026 earnings release and/or 10-Q filing

Source Trigger

Atlas consumption growth trajectory — escalate if below 20% YoY

gravy-gaugeREVENUE_DURABILITYHIGH
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