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Will Twilio's Q1 2026 non-GAAP gross margin fall below 49%?

Resolves June 15, 2026(109d)
IG: 0.36

Current Prediction

59%
Likely Yes
Model Agreement88%
Predictions9 runs
Last UpdatedFebruary 12, 2026

Why This Question Matters

Follow-on from twlo-q4-2025-gross-margin (resolved YES — Q4 margin was 49.9%, below 50%). In Q1 2026, T-Mobile carrier fees take effect (~$21M incremental) with AT&T starting April 1. Management guided ~170bps FY2026 gross margin headwind from carrier fees. A break below 49% would suggest margin erosion is accelerating beyond carrier fees and into structural messaging commoditization, widening the NARRATIVE_REALITY_GAP. Stabilization at 49-50% would support the view that carrier fees are the sole driver.

NARRATIVE_REALITY_GAPREVENUE_DURABILITY

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 55%64%Aggregate: 59%
Individual Predictions(9 runs)
opusRun 1
58%

Q4 2025 was 49.9% — only 90bps of cushion above the 49% threshold. T-Mobile fees start January 2026 at ~$21M incremental QoQ, which should add ~40-50bps of gross margin headwind in Q1. Simple math: 49.9% - 40-50bps = 49.4-49.5% gross margin. This puts Q1 right at or slightly above the threshold. However, there's additional pressure from messaging mix continuing to shift upward (58% of revenue, +200bps YoY), which adds organic margin pressure beyond the carrier fees. RCS volume was 5x QoQ in Q4 — if RCS has a different margin profile, that could create additional Q1 pressure. The predecessor market (Q4 below 50%) ensemble was 66% and correctly predicted YES. Given the starting point is now even closer to the threshold (90bps vs 190bps), slightly higher probability is warranted.

Q4 2025 at 49.9% leaves only 90bps cushionT-Mobile fees add ~40-50bps headwind in Q1Messaging mix shift continues adding organic pressure
opusRun 2
62%

The math is tight. Management guided ~170bps full-year FY2026 gross margin headwind from ALL carrier fees combined (T-Mobile, AT&T, others). T-Mobile starts Q1, AT&T starts Q2. If we assume T-Mobile is roughly ~40% of the total carrier fee impact (it's one of the big three), that's ~70bps of T-Mobile-specific headwind spread across the year. In Q1 specifically, you get the full quarterly run rate of T-Mobile fees without the benefit of AT&T fees not yet starting. The ~$21M incremental QoQ figure translates to ~40-50bps based on Q4 revenue. Starting from 49.9%, that gets you to 49.4-49.5%. The question is whether there are offsets: if software/data mix improves slightly or if messaging volumes are lighter than expected (reducing the lower-margin messaging component), that could provide 10-20bps of relief. But the base case is a break below 49%.

T-Mobile fees ~40-50bps headwind with no AT&T offset in Q1Starting point 49.9% puts Q1 right at the thresholdLimited offsets available — messaging mix trending worse, not better
opusRun 3
55%

Assigning slightly lower probability than the pure mechanical math suggests. The key uncertainty is whether T-Mobile fees land exactly at ~$21M incremental or if there's estimation error in that figure. Management's commentary was that carrier fees are 'pass-through' with 'no impact on gross profit dollars.' If the T-Mobile fee structure is more favorable than estimated, or if Twilio negotiated better terms, the actual margin hit could be 30-35bps instead of 40-50bps. Additionally, Q1 is typically a lighter messaging quarter post-holiday season — if messaging volumes decline sequentially, that actually helps gross margin (less of the low-margin messaging revenue mix). The RCS wild card: if RCS has better economics than traditional A2P messaging, 5x volume growth could offset some carrier fee pressure. Still likely to break below 49%, but enough uncertainty to warrant ~55% rather than 65%.

T-Mobile fee impact estimate has uncertainty — could be 30-35bps instead of 40-50bpsQ1 post-holiday messaging volumes typically lighter — helps margin mixRCS economics unclear — 5x growth could be margin-positive or margin-negative
sonnetRun 1
64%

This is straightforward margin math. Q4 2025 gross margin was 49.9%. T-Mobile carrier fees start January 2026 at ~$21M incremental per quarter. On ~$1.1B of Q4 revenue, that's roughly 190bps of revenue, but since it's pass-through with no associated COGS, it compresses gross margin by ~40-50bps (the exact math depends on the gross margin rate on the rest of the business). Starting from 49.9%, you land at 49.4-49.5%. The only way to stay above 49% is if there are significant offsets: (1) software/data revenue mix improves substantially, or (2) messaging volumes decline more than expected, reducing the low-margin messaging component. Neither is likely given the Q4 trends — messaging was up 200bps YoY to 58% of revenue and still growing. The NARRATIVE_REALITY_GAP signal ('record profitability' vs declining gross margins) suggests management is focused on operating margin and profit dollars, not gross margin stabilization.

Q4 49.9% minus T-Mobile ~40-50bps headwind = 49.4-49.5%Messaging mix trending worse (58%, +200bps YoY) — no offset availableManagement focused on operating margin and profit dollars, not gross margin defense
sonnetRun 2
60%

The predecessor market (Q4 below 50%) had an ensemble of 66% and resolved YES with Q4 at 49.9%. Brier score of 0.116 was good — the ensemble correctly calibrated the downward trajectory. For Q1, the setup is worse: the starting point is 90bps from the threshold (vs 190bps for Q4 vs 50%), and there's a known incremental headwind (T-Mobile fees) with no offset (AT&T doesn't start until Q2). The bear case is that T-Mobile fees land at exactly ~$21M and compress margins by 40-50bps as expected. The bull case is that the fee estimate is conservative, or that product mix shifts (more software, less messaging) provide 10-20bps of relief. Management guided ~170bps full-year margin headwind from all carrier fees combined — if that's evenly distributed across quarters, Q1 gets ~40-45bps. Probability slightly lower than the predecessor because there's more estimation uncertainty on the T-Mobile fee impact specifically.

Predecessor correctly predicted Q4 decline — trajectory confirmedQ1 starting point worse (90bps cushion vs 190bps for Q4)T-Mobile fee estimate has uncertainty — could be 30-50bps range
sonnetRun 3
57%

The central case is a break below 49%, but assigning ~57% to account for multiple sources of uncertainty. First, the ~$21M T-Mobile fee estimate is based on management commentary and analyst estimates — the actual Q1 impact could be $15-25M depending on volume and fee structure. Second, Q1 is typically a lighter messaging quarter post-holidays, which would help margin mix. Third, RCS volume was 5x QoQ in Q4 — if that growth continues and RCS has better margin economics than traditional A2P (because it's IP-based), that could provide 10-20bps of offset. Fourth, management's statement that carrier fees have 'no impact on gross profit dollars' means they're not actively managing gross margin percentage — they might surprise above or below 49% without it being a strategic concern. The threshold is somewhat arbitrary. Still more likely than not to break below 49% given the math, but multiple uncertainty vectors justify ~57% vs 65%+.

T-Mobile fee estimate range is $15-25M — 40-50bps is midpoint, not certaintyQ1 post-holiday messaging volumes typically decline — helps mixRCS 5x growth with unclear margin profile — could be offset or additional headwind
haikuRun 1
61%

Q4 was 49.9%. T-Mobile fees add ~40-50bps headwind. Math: 49.9% - 45bps = 49.45%. Messaging mix getting worse (58%, up 200bps). No obvious offsets. Likely breaks below 49%.

Q4 49.9% - T-Mobile 40-50bps = ~49.4%Messaging mix deterioratingNo AT&T offset until Q2
haikuRun 2
59%

Predecessor market (Q4 below 50%) ensemble was 66%, resolved YES. Q1 setup is tighter — only 90bps cushion. T-Mobile fees hit in Q1, AT&T waits until Q2. Simple margin compression math puts Q1 at or below 49%. Some uncertainty on exact fee impact and whether RCS helps or hurts.

Predecessor ensemble 66% was accurateQ1 starting 90bps from threshold vs 190bps for Q4T-Mobile fees ~40-50bps with no Q2 offset yet
haikuRun 3
56%

Base case is below 49% given the math (49.9% start, 40-50bps T-Mobile headwind). But Q1 messaging volumes could be lighter post-holiday, and RCS growth might have better economics. Management not actively defending gross margin percentage — focused on profit dollars. Assign ~56% to account for uncertainty in fee impact and mix shifts.

49.9% - 40-50bps = below 49% base caseQ1 post-holiday volumes and RCS economics add uncertaintyManagement not defending gross margin % specifically

Resolution Criteria

Resolves YES if Twilio's Q1 2026 non-GAAP gross margin (as reported in Q1 2026 earnings) falls below 49.0%. Resolves NO if non-GAAP gross margin is 49.0% or above.

Resolution Source

Twilio Q1 2026 earnings release

Source Trigger

Q1 2026 non-GAAP gross margin declining further below 50% as T-Mobile and AT&T carrier fees take effect

myth-meterNARRATIVE_REALITY_GAPMEDIUM
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