Archived research. Equity forecasting is part of the Runchey Research archive (methodology era 1) and is no longer actively updated. Everything remains published at its original URL. Browse the archive
Will LMND report Q4 2025 gross loss ratio below 65%?
Q4 2025 gross loss ratio was 52%, well below the 65% threshold. This includes 9% favorable prior period development (driven by non-CAT favorable development, primarily from home and car products). Even excluding PYD, the underlying GLR was approximately 61%, still comfortably below 65%. Prior year development was $11M favorable in Q4 and ~$30M favorable for the full year 2025.
Prediction Score
Final Prediction
Why This Question Matters
Loss ratio is the single most important variable in the analysis, identified independently by 5 of 7 lenses. Q4 2025 is the first full quarter under the new 20% quota share structure, making it a critical test of whether improvement is structural. A sub-65% result would validate AI-driven underwriting gains and support PLAUSIBLE unit economics. A result above 72% would trigger reclassification concerns across UNIT_ECONOMICS, REVENUE_DURABILITY, and COMPETITIVE_POSITION, as net economics turn negative above ~72% GLR under the new reinsurance regime.
Prediction Distribution
Individual Predictions(9 runs)
Q3 2025 GLR hit record-low 62% and the comparable Q4 2024 was 63% — both below the 65% threshold. The clean-the-book homeowners non-renewal program completing by year-end 2025 removes high-risk policies, providing structural tailwind. Prior period development ($18.9M favorable YTD) provides additional cushion. However, Q4 is the heaviest weather quarter with FL/CA/TX exposure, and management's shift toward 'gross profit optimization' may allow slightly higher LR than Q3's 62% for better conversion. Base case: LR in the 61-66% range with the 65% threshold sitting near the upper end.
The loss ratio decomposition problem is material: industry improved 3-4pp concurrently, so LMND-specific improvement is ~11pp out of 15pp. Under the new 20% quota share (vs prior 55%), LMND retains more risk, meaning Q4 weather events hit the reported GLR harder than under the old structure. The comparable Q4 2024 (63%) was under the old 55% QS which ceded more risk to reinsurers. If no major CAT event occurs, the structural trend strongly supports sub-65%, but the untested regime and seasonal risk warrant caution.
The comparable Q4 2024 achieved 63% under the old 55% QS structure, and Q3 2025 hit 62% under a transitional mix. The clean-the-book program removes high-risk homeowner policies — proven during CA wildfires (double-digit millions in avoided losses) — and its completion by end-2025 means the Q4 book is structurally cleaner than Q4 2024's. Ex-CAT loss ratios of 59-60% provide meaningful buffer below 65%. Management's 'gross profit optimization' shift may push LR toward 64-65% rather than 62%, but still likely below threshold absent a significant CAT event.
The data is clear: Q3 2025 at 62% and Q4 2024 at 63% are both below 65%. The ex-CAT loss ratios (59-60%) show the underlying business runs well below the threshold. The clean-the-book program completing removes tail risk exposure. The only realistic path above 65% is a significant Q4 CAT event — normal seasonal winter weather appears manageable given the structural buffer. The Q1 2025 78% result was specifically California wildfire-driven, not normal seasonal variation.
The 20% quota share is the wildcard — Q4 is the first full quarter under this structure. Under 55% QS, reported GLR was smoothed by reinsurance; under 20% QS, claims experience shows up more directly. Q4 winter storms with FL/CA/TX concentration create genuine seasonal risk. However, the clean-the-book program specifically targets high-risk homeowners — exactly the policies that drive weather-related claims. Management's gross profit optimization stance actually supports sub-65% rather than undermining it; they're optimizing around 64%, not 70%.
Base rate from recent quarters: 2 of 5 below 65%, but the two most recent non-CAT quarters (Q3 2025, Q4 2024) are both below threshold, and the trajectory is strongly improving. The question reduces to CAT event probability: historical base rate for a single-quarter CAT event severe enough to swing GLR 3+ points is roughly 20-25% in a Q4 winter quarter. Structural improvements (clean-the-book, AI underwriting, ex-CAT ratios of 59-60%) provide buffer, but car insurance at 76% LR and Europe at 83% remain drags on the blended ratio.
Q3 2025 GLR was 62% (record low), Q4 2024 was 63% — both well below 65%. Ex-CAT ratios of 59-60% provide meaningful buffer. Clean-the-book program removing high-risk homeowner policies completes by year-end 2025, structurally improving the Q4 book. Prior period development consistently favorable at $18.9M YTD. The improving trend is strong and the threshold is generous.
The structural improvement is compelling — record Q3 at 62%, ex-CAT ratios of 59-60%, clean-the-book completing. But Q4 seasonal weather risk is real with FL/CA/TX exposure, and the 20% QS means retained risk is higher than under the old structure. Management's willingness to accept higher LR for growth adds modest uncertainty. The 65% threshold still allows 3 points of buffer from Q3's 62%, but Q4 seasonal patterns historically push ratios higher.
Two of the last three non-CAT quarters were below 65%. The loss ratio trend is strongly downward (82% to 67% TTM). Clean-the-book removes tail risk exposure and was proven during CA wildfires. The 65% threshold provides adequate buffer from the ex-CAT baseline of 59-60%. Even accounting for Q4 seasonal weather and management's gross profit optimization, sub-65% is more likely than not.
Resolution Criteria
Resolves YES if Lemonade's Q4 2025 gross loss ratio as reported in the earnings release or 10-K filing is below 65.0%. Resolves NO if the gross loss ratio is 65.0% or above.
Resolution Source
LMND Q4 2025 earnings press release, shareholder letter, or SEC 10-K filing
Source Trigger
Q4 2025 earnings (Feb 19, 2026) — loss ratio, IFP growth, EBITDA trajectory, surplus update
Full multi-lens equity analysis