Back to Forecasting
TWLOResolved

Will Twilio guide FY2026 organic revenue growth at 10% or above?

Resolves March 15, 2026(17d)
IG: 0.80
ResolvedEarly Resolution
Outcome: NO
Source: Twilio Q4 2025 / FY2025 earnings press release and earnings call (February 12, 2026). FY2026 organic revenue growth guidance: 8-9% (midpoint 8.5%).
Resolved: February 13, 2026

Management guided FY2026 organic revenue growth at 8-9%, explicitly below the 10% threshold. Reported revenue growth guided at 11.5-12.5% (includes ~$190M carrier fee pass-throughs). Q1 2026 guided at 10-11% organic, suggesting conservative full-year framing. Management cited 'prudent planning given usage-based revenue model.' FY2026 organic guide is actually 100bps higher than initial FY2025 guide (7-8%), continuing the conservative-then-raise pattern.

Prediction Score

Initial Prediction
0.462
Brier Score
Final Prediction
0.462
Brier Score
No updates (single prediction batch)

Lessons Learned

All 9 models overweighted the CEO's 'double-digit growth mentality' statement as a commitment signal, treating it as pre-announcement of 10%+ guidance. In reality, management separated aspirational framing from initial guidance conservatism. The Opus Run 2 outlier (0.58) correctly identified that the Investor Day 7-8% framework could anchor conservative initial guidance, but even it underweighted the sandbagging tendency. Key lesson: management's aspirational language about growth trajectory should be discounted when predicting initial guidance numbers — Twilio's pattern is to set beatable targets, not to guide at aspiration. The 100bps improvement from FY2025 initial guide (7-8% → 8-9%) suggests the actual anchoring mechanism is 'prior year initial guide + modest increment,' not 'prior year actual growth rate.'

Final Prediction

68%
Likely Yes
Model Agreement90%
Predictions9 runs
Last UpdatedFebruary 11, 2026

Why This Question Matters

FY2026 guidance is the forward-looking complement to Q4 actuals. The Myth Meter assessed EXPECTATIONS_PRICED as DEMANDING, requiring sustained 10%+ growth for 2-3 years. Management's own growth outlook for FY2026 directly tests whether they believe double-digit growth is sustainable. The Black Swan Beacon estimated 20-30% probability of sub-10% organic growth guidance. Single-digit guidance would shift EXPECTATIONS_PRICED from DEMANDING toward AGGRESSIVE and undermine the growth re-acceleration thesis across multiple lenses.

EXPECTATIONS_PRICEDNARRATIVE_REALITY_GAP

Prediction Distribution

0%25%50%75%100%
Actual: NO
opus
sonnet
haiku
Range: 58%74%Aggregate: 68%
Individual Predictions(9 runs)
opusRun 1
72%

Management's guidance behavior is the single most informative signal. They initially guided FY2025 at 7-8% organic and ended at 11.3-11.5% -- a massive 4pp raise through the year. The CEO's 'double-digit growth mentality' comment is a strong forward signal. With FY2025 organic growth at 11-13% and multiple vectors at 15-20%+, guiding below 10% would require management to actively forecast deceleration they haven't signaled. The $5.2B threshold is relatively low -- it requires only that management acknowledge the growth trajectory they're already on.

CEO 'double-digit growth mentality' statement pre-commits framingFY2025 organic growth at 11.3-11.5% dramatically exceeds Investor Day 7-8% frameworkMultiple growth vectors at high-teens to 20%+ support sustained momentum
opusRun 2
58%

The Investor Day framework of 7-8% annual growth may anchor initial FY2026 guidance. Management's typical pattern -- guide conservatively, raise through year -- means initial FY2026 guide may be 8-9%, resolving NO despite management fully expecting to beat it. The Black Swan Beacon's 20-30% probability of sub-10% guidance is non-trivial. Piper Sandler's H2 2026 deceleration concern could influence conservative initial framing. The question resolves on guidance, not actual results -- management might guide 9% and deliver 12%.

Investor Day 7-8% framework may anchor initial guidance below 10%Black Swan Beacon estimates 20-30% probability of sub-10% guidanceManagement's sandbagging pattern means initial guidance consistently undershoots trajectory
opusRun 3
67%

At 20x FCF, Twilio needs to maintain investor confidence in the growth story. Guiding below 10% would send a bearish signal contradicting the CEO's 'double-digit growth mentality.' The Investor Day framework of 7-8% is now stale given 3 guidance raises. Management most likely guides 10-11%, resolving YES. The downside case (9% guidance, resolves NO) requires management to actively undershoot their own stated mentality. The active buyback program also incentivizes maintaining growth credibility.

20x FCF valuation creates incentive to maintain growth narrativeInvestor Day 7-8% framework is stale after 3 guidance raisesSub-10% guidance would contradict CEO's public 'double-digit' framing
sonnetRun 1
74%

The CEO said 'double-digit growth mentality' -- that's as close to pre-announcing 10%+ guidance as you get without an 8-K filing. FY2025 organic growth at 11.3-11.5% after starting at 7-8% guidance demonstrates massive upside execution. Multiple growth vectors at 15-20%+ provide structural support. Management would have to actively forecast deceleration they haven't hinted at to guide below 10%. Sub-10% guidance would be a credibility problem given the CEO's public framing.

CEO 'double-digit growth mentality' effectively pre-commits to 10%+ framingFY2025 organic growth of 11.3-11.5% with 3 guidance raises shows sustained momentumMultiple vectors (messaging high-teens, voice mid-teens, ISVs 20%+) support continued growth
sonnetRun 2
65%

Strong case for YES: CEO's double-digit mentality framing, FY2025 at 11-13% organic with 3 raises, 100% beat rate. Against: management's historical extreme conservatism (started FY2025 at 7-8% vs 11.3% actual), Investor Day 7-8% framework may anchor initial guidance, Piper Sandler H2 2026 deceleration concern. The key differentiator is that 'double-digit' language from the CEO suggests management won't frame guidance below that threshold. But 'aspirational mentality' vs 'initial guidance' is a meaningful distinction.

CEO 'double-digit' language differentiates from typical sandbaggingHistorical conservatism: FY2025 initial 7-8% vs 11.3% actual = 4pp gapPiper Sandler H2 2026 deceleration thesis could influence conservative initial guide
sonnetRun 3
70%

Management guided FY2025 at 7-8% when FY2024 actual growth was 7.3% -- they guided approximately at prior year actual. FY2025 actual will be around 11.3-11.5%. By this pattern, FY2026 initial guidance should be approximately at FY2025 actual level (10-12%), which clears the 10% threshold. The 8-9% initial guide scenario (resolves NO) requires management to step back 2-3pp from their terminal FY2025 number, contradicting the CEO's 'double-digit' framing and the established never-go-backwards guidance pattern.

Historical pattern: initial guidance approximately matches prior year actual growthFY2025 terminal at 11.3-11.5% suggests FY2026 initial at 10-12%Management never goes backwards on guidance trajectory
haikuRun 1
72%

CEO 'double-digit growth mentality' plus FY2025 organic growth at 11.3% plus multiple vectors at 15-20%+ creates a strong case for 10%+ guidance. Sub-10% guidance would contradict the CEO's own public framing and require actively forecasting deceleration not yet visible in the data. Only real bear case is extreme sandbagging.

CEO 'double-digit growth mentality' frames expectationsFY2025 organic growth at 11.3-11.5% with 3 raisesMultiple growth vectors at 15-20%+ support sustainability
haikuRun 2
68%

Management guided FY2025 at 7-8% when FY2024 actual was 7.3% -- they guide at approximately prior year actual. FY2025 actual at 11.3-11.5% suggests FY2026 initial guidance in the 10-11% range, clearing the 10% threshold. The Investor Day 7-8% framework is outdated given execution has significantly exceeded it.

Historical pattern: guide at prior year actual levelFY2025 actual 11.3% implies FY2026 initial guide around 10-11%Investor Day framework stale given 3 guidance raises
haikuRun 3
65%

Strong trajectory supports YES. Black Swan Beacon gives 20-30% chance of sub-10% guidance. Conservative guidance behavior is the main risk, but CEO's 'double-digit' framing and FY2025 execution at 11%+ both point to at least 10% initial guidance. The $5.2B threshold is modest relative to current growth trajectory.

Black Swan Beacon estimates 20-30% probability of sub-10% guidanceCEO 'double-digit' framing constrains downside on guidanceFY2025 at 11%+ organic growth establishes high baseline

Resolution Criteria

Resolves YES if Twilio provides FY2026 revenue guidance implying 10% or greater year-over-year organic revenue growth at the midpoint. FY2025 total revenue is expected around $4.73-4.75B based on prior guidance. If midpoint FY2026 guidance is at or above $5.2B (implying ~10% growth), resolves YES. If midpoint guidance implies sub-10% growth, or if no full-year guidance is provided, resolves NO. Organic growth guidance preferred; total revenue guidance used if organic not specified.

Resolution Source

Twilio Q4 2025 / FY2025 earnings press release and earnings call transcript

Source Trigger

FY2026 initial guidance below double-digit organic growth

myth-meterEXPECTATIONS_PRICEDHIGH
View TWLO Analysis

Full multi-lens equity analysis