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Will Twilio's Q4 2025 non-GAAP gross margin fall below 50%?

Resolves March 15, 2026(17d)
IG: 0.64
ResolvedEarly Resolution
Outcome: YES
Source: Twilio Q4 2025 / FY2025 earnings press release (February 12, 2026). Q4 2025 non-GAAP gross margin: 49.9%.
Resolved: February 13, 2026

Non-GAAP gross margin fell to 49.9%, down 200bps YoY and 20bps QoQ. ~80bps of YoY decline attributable to carrier fees (didn't exist in Q4 2024). Adjusted for carrier fee pass-throughs, margin roughly flat sequentially. The headline breach is less operationally concerning than it appears.

Prediction Score

Initial Prediction
0.116
Brier Score
Final Prediction
0.116
Brier Score
No updates (single prediction batch)

Final Prediction

66%
Likely Yes
Model Agreement91%
Predictions9 runs
Last UpdatedFebruary 11, 2026

Why This Question Matters

Gross margin trajectory directly tests the DIVERGING narrative-reality gap. Management claims 'record profitability' while non-GAAP gross margins declined 120bps through 2025 (51.3% to 50.1%). The Moat Mapper estimated approximately 80bps is from carrier fee pass-throughs, but the trend is sustained. A break below 50% would intensify concerns about messaging commoditization and challenge the buyback offset math (SBC at 12.2% requires $450-600M/year). Stabilization above 50% would support the view that carrier fees are the primary driver and underlying economics are intact.

NARRATIVE_REALITY_GAPREVENUE_DURABILITYEXPECTATIONS_PRICED

Prediction Distribution

0%25%50%75%100%
Actual: YES
opus
sonnet
haiku
Range: 58%72%Aggregate: 66%
Individual Predictions(9 runs)
opusRun 1
65%

The trend is mechanically compelling: 51.3% to 50.7% to 50.1%, averaging ~60bps decline per quarter. Q4 Verizon fees at $22M (only $2M increase from Q3's $20M) means carrier fee headwind is stabilizing, but messaging mix continues shifting upward with high-teens growth. CFO's pricing actions could provide 10-20bps of offset, but Q4 holiday messaging volumes work against margin stability. At 50.1% with only 10bps buffer, the mechanical trend favors breaking below 50%, though management's active countermeasures create meaningful uncertainty.

60bps/quarter average decline with only 10bps bufferCarrier fees stabilizing ($20M to $22M) but underlying ~40bps structural decline persistsCFO pricing actions may partially offset but timing uncertain
opusRun 2
62%

The carrier fee math is key. Q3 had $20M in Verizon fees; Q4 has $22M. On ~$1.16B Q4 revenue, the incremental $2M adds only ~17bps of margin headwind from carrier fees alone. With 50.1% starting point, carrier fees take it to ~49.9%. The underlying ~13bps/quarter structural decline from messaging mix adds further pressure. Total expected decline: ~30bps, taking it to ~49.8%. Management's price actions are a wildcard -- CFO signaled pricing power in North America messaging but effects may not fully materialize in Q4.

Incremental carrier fee headwind only ~17bps in Q4 vs Q3Underlying structural margin decline ~13bps/quarter from messaging mixCFO pricing power claims in North America messaging -- execution timing uncertain
opusRun 3
68%

For margin to stay above 50%, starting at 50.1% Twilio would need margin improvement or stability -- unlikely given structural headwinds. Q4 is seasonally strong for messaging volume (holiday season), meaning more revenue from the lowest-margin product category (~49-50% margin). This seasonal effect pulls the overall mix further toward messaging, working against gross margin stability. Combined with $22M carrier fees (highest quarter yet) and the continued ~40bps adjusted decline trend, the probability of breaking below 50% is meaningfully above 50%.

Q4 holiday seasonality boosts messaging volumes -- lowest margin category at ~49-50%Carrier fees at $22M -- highest quarter yet despite stabilizing sequential increaseWould need full trend reversal to hold above 50% from 50.1% starting point
sonnetRun 1
70%

The trend is clear: 60bps decline each quarter, 10bps from the threshold. Simple extrapolation breaks through 50%. Carrier fees stabilizing ($20M to $22M) means the pace of carrier-driven decline slows, but it is still net negative. Holiday messaging volumes in Q4 mean more low-margin messaging revenue. Management pricing actions are the only potential offset, but they signaled these are in progress, not fully implemented. The math overwhelmingly favors YES.

60bps/quarter decline trend with only 10bps buffer -- extrapolation breaks throughHoliday Q4 messaging volumes increase low-margin revenue sharePricing actions in progress but not yet fully implemented per CFO commentary
sonnetRun 2
66%

Three quarters of consistent decline with only 10bps of buffer. Even if the rate of decline halves to ~30bps, that still puts Q4 at ~49.8% -- below 50%. The CFO's countermeasures would need to fully arrest the decline AND provide a small tailwind to keep it above 50%. While 'taking steps' is directionally positive, achieving full turnaround in one quarter is unlikely given the structural messaging mix headwind and holiday volume effects. Communications segment already below 50% (49.2% in Q2) confirms the underlying pressure.

Even halved decline rate (~30bps) still breaches 50% from 50.1% baseCommunications segment already below 50% at 49.2% in Q2Full turnaround in one quarter unlikely given structural headwinds
sonnetRun 3
58%

The most important factor is carrier fee stabilization. Q3 had a $14M sequential increase ($6M to $20M); Q4 has only $2M increase ($20M to $22M). This means the incremental carrier fee headwind is dramatically smaller in Q4 vs prior quarters. If underlying margin were flat, carrier fees alone would barely move the needle from Q3. The CFO's pricing actions -- raising list prices in North America messaging with claimed pricing power -- could genuinely offset the structural decline. T-Mobile fees not yet in effect for Q4 removes one potential headwind. More moderate probability reflects genuine uncertainty about pricing action timing.

Carrier fee increment dramatically smaller ($2M vs $14M prior quarter)CFO claims pricing power in messaging -- could offset structural declineT-Mobile fees not yet effective in Q4 -- removes one potential headwind
haikuRun 1
72%

51.3% to 50.7% to 50.1% -- clear downtrend. Only 10bps buffer. Carrier fees still increasing to $22M (highest yet). Holiday messaging volumes boost low-margin revenue. Simple trend continuation says below 50%. Management pricing actions are the only offset but unlikely to fully materialize in one quarter.

Consistent 60bps/quarter decline with 10bps bufferHoliday messaging volumes increase low-margin revenue shareCarrier fees at record $22M in Q4
haikuRun 2
63%

Declining trend with 10bps buffer, but carrier fee increment is stabilizing ($2M increase vs. $14M prior quarter). Pricing actions announced by CFO. The rate of decline could slow enough to hold. But messaging mix and Q4 seasonality work against it. Balance of factors favors below 50% but with meaningful uncertainty from pricing actions.

Carrier fee increment stabilizing -- $2M vs $14M prior quarterCFO announced pricing actions in messagingMessaging mix and Q4 seasonality create offsetting headwinds
haikuRun 3
67%

Three consecutive quarters of decline averaging 60bps each. At 50.1%, one more average quarter breaks through. Management pricing actions are the only offset. The Moat Mapper analysis shows ~80bps of the decline is from carrier pass-throughs with no economic impact, but the reported figure is what matters for this question. Pattern says below 50%.

60bps average quarterly decline -- one more breaks through from 50.1%Carrier pass-throughs are accounting effect but reported margin is what resolves the questionPricing actions are the sole potential offset against structural trend

Resolution Criteria

Resolves YES if Twilio reports Q4 2025 non-GAAP gross margin below 50.0% in the Q4 2025 / FY2025 earnings release. Non-GAAP gross margin is defined as non-GAAP gross profit divided by total revenue, as reported by the company. Resolves NO if Q4 2025 non-GAAP gross margin is 50.0% or above.

Resolution Source

Twilio Q4 2025 / FY2025 earnings press release (non-GAAP reconciliation table)

Source Trigger

Q4 2025 non-GAAP gross margin declining below 50%

myth-meterNARRATIVE_REALITY_GAPMEDIUM
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