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Will MongoDB's initial FY2027 full-year revenue guidance imply growth of 20% or above?

Resolves March 15, 2026(17d)
IG: 0.64

Current Prediction

52%
Likely Yes
Model Agreement88%
Predictions9 runs
Last UpdatedFebruary 21, 2026

Why This Question Matters

FY2027 guidance is the first forward-looking signal from new CEO CJ Desai and CFO Serge Berry. The Myth Meter identified DEMANDING expectations requiring 20-22% revenue CAGR. MongoDB historically guides conservatively (FY2026 initial guide of $2.25B was raised to $2.434B). Guidance above 20% would confirm management confidence in sustaining the growth trajectory under new leadership. Below 20% would signal expected deceleration, narrowing the gap between DEMANDING expectations and management's own outlook.

EXPECTATIONS_PRICEDNARRATIVE_REALITY_GAPOPERATIONAL_EXECUTION

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 38%58%Aggregate: 52%
Individual Predictions(9 runs)
opusRun 1
55%

MongoDB's conservative guidance pattern is the strongest signal — FY2026 initial guide of $2.25B ended at $2.434B, a ~8% raise through the year. However, this is the first guidance from a new CEO and CFO, creating competing incentives: set beatable targets vs. signal confidence. CJ Desai's 'inflection point' rhetoric leans toward not dramatically lowering the bar. Atlas at 30% growth is well above the 20% total threshold, but non-Atlas at ~8% creates drag. Blended, total growth would be ~19-23% depending on mix. Given the 3 consecutive beat-and-raise cycles and management's awareness of DEMANDING expectations, they'll likely guide at or near 20% but possibly just below for room.

Conservative guidance pattern — FY2026 initial $2.25B raised to $2.434BNew CEO/CFO competing incentives — credibility vs. confidence signalingAtlas 30% growth supports 20%+ total but non-Atlas drag at 8%
opusRun 2
52%

New CEO dynamics are key. Desai was President/COO — this is continuity succession, not a turnaround. He didn't replace a failing CEO, making a dramatic 'kitchen sink' guidance reset less likely. The Investor Day long-term model of 100-200bps margin expansion and 80-100% FCF conversion implicitly assumes sustained revenue growth. Walking back that model on the first earnings call would be severely damaging. The non-Atlas $40M headwind and base effect normalization from FY2025 reset year are real constraints but not enough to force a sub-20% guide given reputational risks.

Continuity succession makes dramatic guidance reset unlikelyInvestor Day model implicitly requires sustained high growth — can't repudiate within 6 monthsNon-Atlas $40M headwind and base effect normalization are real but manageable constraints
opusRun 3
48%

Stress-testing the bear case: FY2026 achieved ~21-22% growth partly because FY2025 was a 'reset year' with consumption model change. Those base effects flattering FY2026 comparisons normalize in FY2027, so underlying organic growth may be closer to 18-19%. If management models this correctly, initial guidance could be 17-19% growth range (typical 3-5pp below actual). However, guiding below 20% would create a narrative crisis at 12.9x P/S. The tension between prudent guidance and stock price management is real. Risk of sub-20% guidance is meaningful but not dominant.

FY2025 reset year base effects normalize — underlying growth may be 18-19%Historical pattern of guiding 3-5pp below actual could push initial guide below 20%Sub-20% guide would create narrative crisis at 12.9x P/S — management knows this
sonnetRun 1
58%

MongoDB's guidance pattern is the headline — sandbagged FY2026 by almost $200M from initial to final. New CEO has incentive to continue this (guide low, beat big). But the Investor Day occurred 5 months ago laying out a growth framework. Guiding below 20% on the very first call after that Investor Day would repudiate their own long-term model within 6 months. That is extremely unlikely absent material business deterioration. Atlas growing 30% supports continued momentum. The $40M non-Atlas headwind is a known drag but manageable. Leaning YES.

Investor Day growth framework 5 months ago — can't repudiate immediatelyAtlas 30% growth supports continued overall momentumNew CEO incentive to project confidence not caution — 'inflection point' framing
sonnetRun 2
53%

New leadership angle cuts both ways. New execs guide conservatively, but Desai's 'inflection point' rhetoric suggests he wants to project confidence. DEMANDING expectations are a constraint — management knows the stock is priced for 20%+ growth. Guiding below 20% would be tantamount to telling the market the valuation is wrong. Unless they have genuine visibility into deceleration, they won't voluntarily trigger a multiple re-rating. However, there ARE deceleration signals: Atlas growth is down from prior highs and consumption model makes growth less predictable. Slight edge to YES.

DEMANDING expectations create a floor — sub-20% guide triggers re-ratingNew CEO 'inflection point' rhetoric signals confidenceReal deceleration signals exist — Atlas growth declining from prior highs
sonnetRun 3
43%

Focusing on the math: FY2026 actual ~$2.44B. MongoDB's FY2026 initial guidance undershot by ~$180M ($2.25B vs $2.44B actual, 8.4% miss). If they apply similar conservatism to FY2027 expected actual of ~$2.95B, initial guidance would be ~$2.72B implying only ~11.5% growth. More realistically $2.85-2.90B implies 17-19% growth — below the threshold. The beat-and-raise pattern means initial guidance is meant to be beatable, not accurate. The question asks about INITIAL guidance, not final number. Given historical conservatism, meaningful risk initial guide falls below 20% even if they deliver above.

Historical initial guidance undershoots actual by 7-8% — pattern favors sub-20% initial guideQuestion asks about INITIAL guidance not final deliveryMath: typical conservatism haircut applied to expected ~$2.95B actual yields $2.72-2.90B guide
haikuRun 1
38%

Conservative guidance pattern + new CEO = likely guide below 20% initially. MongoDB's FY2026 initial guide implied ~14% growth ($2.25B on ~$1.97B FY2025 actual). If they repeat that 14-16% initial growth pattern for FY2027, that's definitively below 20%. Historical initial guidance growth rates are typically 15-17% below where they end up. This suggests initial guidance around 16-18% growth, below the 20% threshold.

FY2026 initial guide implied only ~14% growth — historical pattern favors sub-20%New CEO + new CFO first cycle historically means conservative guidanceBeat-and-raise pattern means initial guide designed to be low, not accurate
haikuRun 2
55%

The Investor Day constraint is important. Management laid out a growth framework 5 months ago. Market is priced for 20%+ growth at 12.9x P/S. Guiding significantly below 20% would destroy credibility immediately after Investor Day. Even conservative guidance should be close to 20%. CJ Desai needs stock to perform to retain talent and validate the leadership transition. The DEMANDING expectations create a floor on guidance.

Investor Day 5 months ago creates credibility constraint on guidance12.9x P/S valuation requires 20%+ growth — management won't voluntarily repudiateCEO needs stock performance for talent retention and transition validation
haikuRun 3
47%

Atlas at 30% growth as dominant revenue driver supports 20%+ total growth. Non-Atlas at 8% is a drag but at only ~30% of mix. Blended would be ~23% if mix holds. Even with conservative initial guidance haircut, starting from expected ~23% and trimming to guide yields 19-20%. Right at the margin. The $40M non-Atlas headwind adds further uncertainty on the downside.

Atlas 30% growth blended with non-Atlas 8% yields ~23% expected actualConservative guidance haircut from 23% expected lands near 19-20% — right at thresholdNon-Atlas $40M headwind creates downside uncertainty at the margin

Resolution Criteria

Resolves YES if MongoDB's initial FY2027 full-year revenue guidance (midpoint of the guided range) implies year-over-year growth of 20% or above compared to FY2026 actual revenue. Resolves NO if implied growth is below 20%. Resolution uses the guidance range midpoint disclosed in the Q4 FY2026 earnings release divided by FY2026 actual revenue.

Resolution Source

MongoDB Q4 FY2026 earnings release and FY2027 guidance

Source Trigger

Q4 FY2026 earnings and FY2027 guidance — watch for revenue growth guidance

myth-meterEXPECTATIONS_PRICEDHIGH
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