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Will LGIH report a cancellation rate below 30% in both Q1 and Q2 2026?

Resolves August 15, 2026(135d)
IG: 0.48

Current Prediction

10%
Likely No
Model Agreement95%
Predictions9 runs
Last UpdatedApril 2, 2026

Why This Question Matters

This tests the de-escalation path for LGIH's most-cited problem metric. The cancellation rate doubled from ~15-20% historical to 43.3% in Q4 2025. Two consecutive quarters below 30% would indicate buyer qualification is improving, even if still above historical norms. This is the key early indicator of whether entry-level demand is recovering and whether the LGI Way can generate qualified demand in the current rate environment. Combined with the >50% market, these two bracket the likely outcomes.

REVENUE_DURABILITYCOMPETITIVE_POSITIONACCOUNTING_INTEGRITY

Prediction Distribution

0%25%50%75%100%
opus
sonnet
haiku
Range: 6%14%Aggregate: 10%
Individual Predictions(9 runs)
opusRun 1
8%

This market requires BOTH Q1 and Q2 2026 below 30%, a conjunctive probability that demands sustained reversal from the 43.3% Q4 2025 level. The FY2025 trajectory was unidirectional deterioration (16.3% -> 32.7% -> 33.6% -> 43.3%), and critically, Q2 2025 was already 32.7% -- above the 30% threshold -- when the deterioration was still in its early stages. For Q2 2026 to drop below 30%, the cancellation rate would need to fall by more than 13pp from Q4 2025, with no identified catalyst. The affordability math (40-48% DTI vs. 28% FHA standard) remains structurally unresolved at current mortgage rates, and 7 of 10 lenses classify the rate as evidence of structural vulnerability.

Conjunctive probability -- both quarters must clear 30%Q2 2025 was 32.7% pre-deterioration -- Q2 2026 needs to be LOWER than pre-deterioration Q2No identified catalyst for 13pp reversal from Q4 2025
opusRun 2
12%

Even the optimistic cyclical recovery thesis has difficulty justifying below 30% in both quarters. Q1 may benefit from seasonality -- Q1 2025 was 16.3% -- but Q1 2025 was fundamentally a different environment (pre-deterioration). By the time the FY2025 deterioration was in full swing, every subsequent quarter exceeded 32%. The conjunctive requirement is the critical constraint: even if Q1 2026 drops to 25-28% on seasonal strength, Q2 would need to also stay below 30% when Q2 2025 was already 32.7% in a less-stressed environment. The Moat Mapper's structural argument (LGI Way produces unqualified demand) suggests the sales system itself prevents sustained below-30% rates without fundamental process change, which has not been announced.

Q1 seasonality may help but Q2 is the binding constraintQ2 2025 was 32.7% in a less-stressed rate environmentNo announced sales process changes to improve qualification
opusRun 3
14%

I give slightly more weight to the minority cyclical position. If mortgage rates were to decline meaningfully (below 6%) in Q1-Q2 2026, the affordability gap narrows substantially and cancellation rates could compress. Spring buying season dynamics could provide a tailwind in Q1. However, even in this optimistic scenario, the conjunctive requirement for BOTH quarters is demanding. The unresolved debate between structural and cyclical interpretations is the key uncertainty -- if purely cyclical with rate relief, below 30% in Q1 is plausible (maybe 35-40% base case for Q1), but Q2 remaining below 30% requires sustained improvement. The Atomic Auditor minority position that this could reverse with rate normalization provides the upside case but is explicitly a minority view (1 of 2 Moat Mapper runs disagree).

Cyclical recovery thesis requires meaningful rate declineMinority position has some merit but requires specific catalystQ2 maintenance below 30% is the harder hurdle even in optimistic scenario
sonnetRun 1
7%

The data is unambiguous. FY2025 cancellation rates: Q1 16.3%, Q2 32.7%, Q3 33.6%, Q4 43.3%. The market asks whether BOTH Q1 and Q2 2026 will be below 30%. Q2 2025 was already above 30% when the deterioration was in its early phase. Q4 2025 ended at 43.3%. For this to resolve YES, we need a reversal of 13+ percentage points sustained over two quarters, with no catalyst identified by the committee. Management explicitly frames elevated cancellations as strategic and has not signaled any change in approach. The 70-75% FHA dependency combined with 40-48% DTI at current rates makes sub-30% cancellations nearly structurally impossible without either rate cuts or sales process reform.

Q2 2025 was 32.7% -- already above threshold in early deteriorationManagement frames high cancellations as strategic with no pivot signalAffordability gap structurally prevents sub-30% at current rates
sonnetRun 2
11%

Breaking this into components: P(Q1 < 30%) and P(Q2 < 30%). Q1 has seasonal support -- spring buying season brings stronger demand. Q1 2025 was 16.3%, but that was pre-deterioration. A reasonable Q1 2026 estimate might be 28-38%, giving maybe 25-30% chance Q1 clears the hurdle. For Q2, the base case is worse -- Q2 2025 was 32.7% in a better environment, and the deterioration has accelerated since. P(Q2 < 30%) might be 15-25%. The conjunctive probability P(both) = P(Q1 < 30%) * P(Q2 < 30% | Q1 < 30%) -- conditional on Q1 being below 30%, Q2 is more likely to also be below 30% (shared catalyst), so maybe 35-45% conditional. This gives roughly 0.28 * 0.40 ≈ 0.11.

Component analysis: P(Q1<30%) ~25-30%, P(Q2<30%|Q1<30%) ~35-45%Conjunctive probability is multiplicativeConditional dependence provides some uplift but not enough
sonnetRun 3
9%

The committee consensus is overwhelmingly bearish on cancellation rate improvement. Seven of ten lenses cite the rate as a universal diagnostic of structural vulnerability. The Gravy Gauge, Moat Mapper, and Fugazi Filter all classify it as structural, not transient. The only upgrade trigger identified is mortgage rates declining below 6%, which represents a specific and uncertain scenario. Even the cyclical recovery framing acknowledges that rate normalization may not restore LGIH-specific demand due to competition from large builders and FHA buyer pool changes. The 30% threshold for both quarters requires not just improvement but dramatic improvement from a 43.3% baseline -- a nearly 14pp drop sustained for 6 months.

7/10 lenses classify cancellation rate as structural vulnerabilityUpgrade trigger requires rates below 6% -- specific and uncertain14pp sustained drop from 43.3% baseline with no identified mechanism
haikuRun 1
10%

Q4 2025 was 43.3%. Q2 2025 was 32.7%. Both quarters need to be below 30%. The trajectory has been unidirectional up. No catalyst for reversal identified. Structural argument is dominant (7/10 lenses). Very unlikely both quarters clear 30%.

43.3% current rate needs 13pp dropBoth quarters required -- Q2 is the binding constraintNo reversal catalyst identified
haikuRun 2
6%

The conjunctive requirement is very demanding. Q1 seasonality might help but Q2 2025 was already 32.7% above the threshold. With rates elevated and 70-75% FHA dependency, the affordability math makes sub-30% nearly impossible. Management has not changed the sales approach. Peer rates at 14-20% show the industry can do better, but LGIH's specific model (high-volume, entry-level, FHA-heavy) is structurally different.

Conjunctive requirement makes this very demandingFHA dependency + elevated rates = structural affordability gapPeers at 14-20% but LGIH model is structurally different
haikuRun 3
13%

Slightly higher than peers because I weight the cyclical possibility more. If rates drop below 6.5% in H1 2026, some improvement is possible. Q1 has seasonal tailwinds. But the conjunctive hurdle (both quarters) makes even the optimistic scenario unlikely. The minority cyclical position has merit but the committee weighted it low for good reason.

Rate decline scenario provides upside tailQ1 seasonal tailwind may help one quarterConjunctive requirement still makes YES unlikely even with improvement

Resolution Criteria

Resolves YES if LGIH reports a quarterly cancellation rate below 30% in both Q1 2026 and Q2 2026 as disclosed in their respective earnings releases or 10-Q filings. Resolves NO if either quarter's cancellation rate is 30% or above.

Resolution Source

LGIH Q1 2026 and Q2 2026 earnings press releases and 10-Q filings

Source Trigger

Cancellation rate drops below 30% for 2 consecutive quarters

gravy-gaugeREVENUE_DURABILITYMEDIUM
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