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Will any Category 4 hurricane make landfall in the US in before 2027?

0xf17a11ec68f161b929b5147f0dcd536e177e46efebcabe438d9063a412ab74f0 · Climate and Weather · 2026-08-07
15%
Agent
18%
Market Price
-3.5%
Edge
medium
Confidence
Volume: 339,155
Spread: 1.0c
Days to resolution: 145
Markets in event: 1
Final Rationale
The 2025 portion resolved NO (zero US hurricane landfalls of any category), so everything rests on the remainder of the 2026 season, which through early August featured only two weak Gulf tropical storms amid a developing strong-to-historic El Niño and repeatedly downgraded CSU/NOAA outlooks (9/4/1 and 7-13/2-6/0-2). Base rates of 22-43% for a Cat4/5 US landfall must be discounted twice: for El Niño suppression of major-hurricane opportunity, and because a Cat5 landfall would not satisfy a strictly Cat4 (130-156 mph) definition. The critique fairly notes the peak Aug-Oct window is unresolved, the Caribbean-corridor statistic is a reference-class mismatch, and quiet seasons have still produced single rapid-intensification strikes (1992, 2004 Charley) — so I do not go far below the thin Polymarket anchor of 18.5%. Balancing the suppression signal against the unresolved tail and the illiquidity of the anchor, I land at 15% Yes, modestly below market but above the more aggressive consensus discount.
Price vs. prediction
How the market moved after the agent's call. Solid blue line is the actual market price; dashed line is the agent's static forecast at $t{=}0$.
$n = 27$ follow-ups
1. Planner Opus · Fermi decomposition + tool plan
Tools chosen: polymarket_direct kalshi_related polymarket_related wikipedia claude_news gdelt_news code_execution
Sub-questions (Fermi decomposition)
  1. What is the current Polymarket YES price and price history for this market, and does any Kalshi market price the same event?
  2. Did any storm make landfall in the conterminous US at Category 4 strength during the 2025 Atlantic season (i.e., is the window now effectively only the 2026 season)?
  3. What is the historical base rate of at least one Category 4+ hurricane landfall in the conterminous US per season, over 1900-2024 and over the most recent 25-30 years?
  4. What is the current ENSO forecast (La Nina/El Nino/neutral) for the 2026 Atlantic hurricane season, and what do early 2026 seasonal activity outlooks (CSU, NOAA, TSR) say?
  5. Conditional on an active/above-normal season, how much does the probability of a Cat 4 US landfall rise versus a quiet season?
  6. Are there any related prediction markets (named storms, ACE, hurricane landfall counts) that imply a 2026 activity level?
Planner reasoning
This is essentially a base-rate question: the 2025 Atlantic season is over with no US Cat 4 landfall, so resolution hinges almost entirely on the June–Nov 2026 season. Key inputs are the historical frequency of Cat 4+ conterminous-US landfalls (especially recent decades), early 2026 seasonal outlooks and ENSO state, and the current market price as anchor.
2. Research Parallel tool calls
ToolStatusTimeItemsSummary
polymarket_direct OK 0.2s 1 ## This Market's Polymarket Data **Will any Category 4 hurricane make landfall in the US in before 2027?** - Current price (probability): 18.50% - 7-day price change: -6.00% - 30-day price change: -8.50% - Total volume: $339,155 (USD notional) - Price range: 18.50% - 41.00% - Data points: 110 days
kalshi_related OK 2.3s 0 0 related markets / summaries. keyword 'hurricane': no matches | keyword 'category 4': no matches | keyword 'landfall': no matches
polymarket_related OK 0.1s 1 Scanned 100 active Polymarket markets, kept 1 matches. keyword 'hurricane': 0 markets | keyword 'category 5': 0 markets | keyword 'landfall': 1 markets | keyword 'hurricane season 2026': 0 markets
wikipedia OK 0.1s 5 Fetched 5 Wikipedia entries (0 missing pages).
claude_news OK 32.4s 13 ## Findings **2025 Atlantic Hurricane Season (already concluded):** - No hurricanes made landfall in the continental U.S. for the first time since 2015. Source: [NOAA](https://www.noaa.gov/news-release/2025-atlantic-hurricane-season-marked-by-striking-contrasts) - Chantal was the only storm to m
gdelt_news OK 123.9s 20 GDELT: 20 articles across 3 queries (lookback=60d). '2026 Atlantic hurricane season forecast': 10 hits | 'La Nina ENSO forecast 2026 hurricane': error GDELT rate-limited after retries (429) | 'Category 4 hurricane landfall United States': 10 hits
code_execution OK 45.6s 0 **Base Rate Analysis: Category 4+ Hurricane US Landfall** - **Full historical record (1900–2024):** 27/125 years had ≥1 Cat4/5 landfall = **21.6%** per season (95% CI: 14.7%–29.8%); implied average recurrence interval ≈ 4.6 years. - **Modern era (1970–2024):** 13/55 years = **23.6%** per season (9
3. Evidence Brief Sonnet · 6771 chars
# Current state The market resolves YES only if a storm makes landfall in the continental US at Category 4 intensity (130-156 mph, per NHC) any time before 2026-12-31. The 2025 Atlantic season has already concluded with **no hurricane landfall of any category** in the continental US (first time since 2015) — that portion of the window resolved NO. The remaining window is effectively the 2026 Atlantic season, which is underway as of the latest research (Aug 2026): only two weak systems (Arthur, Bertha) have formed, and no Cat4+ US landfall has been reported yet. A developing/strengthening El Niño has pushed seasonal outlooks toward well-below-average activity. # Timeline of key events - 2025-06-01 to 2025-11-30: 2025 Atlantic season — 13 named storms, 4 major hurricanes, but **no hurricane (of any category) made US landfall**; only Tropical Storm Chantal struck the Carolinas. Confirmed (NOAA, Wikipedia). - 2026-01 (early 2026): La Niña ends; neutral conditions, with El Niño expected to develop within ~6 months. Reported (AOL/Fox Weather). - 2026-04: CSU initial 2026 outlook: 13 named storms, 6 hurricanes, 2 major hurricanes, citing anticipated strong El Niño. Reported (AOL/Fox Weather). - 2026-06-01: 2026 Atlantic hurricane season officially begins. Confirmed (Wikipedia). - 2026-06-12: CSU lowers outlook to "below normal," citing El Niño. Reported (Outer Banks Voice, Fox35 Orlando). - 2026-06-17: Tropical Storm Arthur forms (first named storm), impacts the Gulf Coast. Reported (Wikipedia, Weather Network). - 2026-07 (~late July): Tropical Storm Bertha forms, also impacting the US Gulf Coast. Reported (Wikipedia). - 2026-07-09: Seasonal forecast further cut to 9 named storms. Reported (News4Jax). - 2026-07 (mid-July): IRI/Columbia ENSO update — 23/26 models forecast a very strong El Niño peaking OND 2026. Reported (IRI Columbia). - 2026-08-05: CSU final outlook: 9 named storms, 4 hurricanes, 1 major hurricane; major-hurricane landfall probability for the continental US/Caribbean cut sharply (Caribbean 17%, down from 35% in April; long-term average ~47%). NOAA final outlook: 7–13 named storms, 2–6 hurricanes, 0–2 major. Reported (Fox Weather, St. Thomas Source, multiple Fox affiliates). # Event Will any Category 4 hurricane make landfall in the continental US before 2027 (i.e., by Dec 31, 2026)? # Outcomes to forecast Yes / No # Kalshi market anchor No Kalshi ticker for this specific event was found (0 related matches for "hurricane," "category 4," "landfall"). Polymarket is the only available cross-market anchor: current YES price **18.5%**, down 6pp over 7 days and 8.5pp over 30 days, off a high of 41%; total volume $339K over 110 days of data — a clear downtrend consistent with the season underperforming early-season expectations. # Sub-question answers 1. **Polymarket price/Kalshi cross-listing?** — Polymarket YES = 18.5% (was as high as 41%, now trending down). No matching Kalshi market found (polymarket_related/kalshi_related). 2. **Did 2025 have a Cat4 US landfall?** — No. No hurricane of any category made continental US landfall in 2025 (NOAA); only TS Chantal made US landfall. The window is now effectively just the 2026 season. 3. **Historical base rate of ≥1 Cat4/5 US landfall per season** — 1900-2024: 21.6%/yr; 1970-2024: 23.6%/yr; 1995-2024: 33.3%/yr; 2004-2024: 42.9%/yr (code_execution). Note: this base rate includes Cat5 landfalls, which this market's specific Cat4-only definition would exclude, biasing these figures slightly high for this question. 4. **2026 ENSO/seasonal outlooks** — Strong-to-historic El Niño developing, projected to peak OND 2026 (IRI). CSU's final Aug 2026 outlook: 9 named storms/4 hurricanes/1 major (cut from April's 13/6/2). NOAA: 7-13 named storms/2-6 hurricanes/0-2 major — both "well below average." 5. **Active vs quiet season effect on Cat4 landfall odds** — CSU explicitly quantified: major-hurricane-through-Caribbean probability fell from 35% (April) to 17% (Aug) as El Niño strengthened; continental US major-landfall probability similarly reduced versus the ~47% long-term average, directly supporting suppressed Cat4 landfall risk this year. 6. **Related markets implying 2026 activity** — Only unrelated Polymarket match found (Typhoon Dolphin/Japan, irrelevant Pacific market). No Atlantic-specific ACE/landfall-count markets surfaced. # Key facts (high-confidence, factual) 1. [NOAA] 2025 season had zero US hurricane landfalls — first time since 2015. 2. [Wikipedia/GDELT] 2026 season began 2026-06-01; only Arthur and Bertha (both weak Gulf systems) formed through late July. 3. [Fox Weather/St. Thomas Source] CSU's Aug 2026 final outlook: 9 named storms, 4 hurricanes, 1 major; major landfall probabilities cut well below long-term averages (~47%→17% for Caribbean corridor). 4. [IRI Columbia] Strong El Niño developing, peaking OND 2026 — historically associated with suppressed Atlantic hurricane activity. 5. [code_execution] Long-run annual base rate for ≥1 Cat4/5 US landfall: 21.6%-42.9% depending on lookback window. # Cross-market signals - Kalshi related: none found. - Polymarket (same event): 18.5% YES, sharp downtrend (-8.5pp/30d), consistent with El Niño suppression narrative. - Sportsbook implied: none available. # Analyst opinions and speculation - CSU/NOAA converge on "well-below-normal" 2026 season narrative due to El Niño; both cut forecasts multiple times through the season (April→June→July→August), each revision lower. - Fox Weather notes some models flagged a potentially historic ("super") El Niño, reinforcing bearish activity outlook. # Directional lean per outcome - **Yes**: Historical base rate for a season still has a non-trivial ~20-40% chance of a Cat4+ landfall even in "below normal" years; peak season (Aug-Oct) still ahead pending research cutoff; El Niño doesn't guarantee zero major landfalls. - **No**: Strong El Niño, repeatedly downgraded seasonal outlooks, quantified reduced major-landfall probability (17% vs 47% average), weak season so far (only 2 minor systems by early Aug), 2025 already a confirmed NO, and Polymarket pricing has fallen to 18.5% and trending lower — all point toward NO. # Gaps / unknowns - No confirmation of any 2026 Cat4 landfall as of latest data (research appears to run through ~Aug 2026); outcome for peak season (Aug-Oct) remains unresolved in the data. - Base-rate figures conflate Cat4 and Cat5 landfalls; true Cat4-only historical rate likely somewhat lower. - No Kalshi-specific pricing exists for direct comparison. # Calibration anchors - Polymarket YES = 18.5% (current anchor), down from 41% high. - Historical base rates: 21.6% (century), 33.3% (1995-2024), 42.9% (2004-2024) annual; CSU's 2026-specific suppressed estimate implies below these norms.
4. Forecasters Opus + GPT · in parallel
claude-opus-5
medium
Yes 13%
No 87%
The 2025 season already resolved NO (zero US hurricane landfalls of any category), so the entire question rests on the 2026 season, which is running well below normal: only two weak Gulf systems through late July, and CSU's August final outlook cut to 9/4/1 with major-hurricane landfall probabilities slashed (Caribbean 17% vs ~47% climatology) amid a developing strong-to-historic El Niño. Historical base rates of 22-43% per season for a Cat4/5 US landfall must be discounted both for El Niño suppression and because Cat5 landfalls wouldn't satisfy a Cat4-specific definition. The Polymarket anchor at 18.5% and falling (-8.5pp/30d) is the best available consensus, but that price predates most of the peak-season resolution window and the trend has been consistently downward. I settle slightly below the market at ~13% for Yes.
gpt-5.5
medium
Yes 16%
No 84%
The cross-market anchor is Polymarket YES at 18.5%, already down sharply as the season has underperformed and El Niño strengthened. The 2025 portion is confirmed NO, so only the rest of the 2026 season remains, and through early August only two weak storms have formed with no Cat4 US landfall. Strong-to-historic El Niño and CSU/NOAA cuts to a well-below-normal outlook, including CSU’s drop to only 1 expected major hurricane, point toward No because they materially suppress the opportunity set for a Cat4 landfall. Historical Cat4/5 US-landfall base rates are nontrivial, but they likely overstate this specific Cat4-only market and are less applicable in a strongly suppressed 2026 setup.
5. Devil's Advocate Sonnet · red-team critique
1. Both forecasters anchor tightly to Polymarket (18.5%) and land within 2-5pp of it (13%/16%), but neither questions whether that price itself is stale — the brief's own timeline shows CSU/NOAA outlooks were still being cut as late as Aug 5, and the peak Aug-Oct window (historically ~80% of major hurricane activity) remains largely unresolved at the data cutoff, so treating Polymarket as a fully "baked-in" consensus may overstate confidence. 2. Both forecasts conflate CSU's "Caribbean major-hurricane landfall probability" (35%→17%) with continental-US Cat4 landfall risk; the brief specifically labels this a Caribbean corridor statistic, not a continental-US-specific figure, so using it as the primary quantitative anchor for the target outcome is a reference-class mismatch neither flags. 3. Neither forecast grapples with the historical fact that El Niño/suppressed seasons have still produced continental US Cat4+ landfalls (e.g., 1992 Andrew occurred in a weak-El-Niño year with a very quiet overall season), meaning "quiet season narrative" doesn't fully rule out a single rapid-intensification strike — a tail scenario both treat too dismissively. 4. Both land below the lowest historical base rate cited (21.6%), effectively assuming El Niño suppression more than halves the base rate, but NOAA's own final outlook still allows for "0-2 major hurricanes" this season — neither forecast explains why they weight the low end of that range so heavily versus the possibility of at least one major reaching Cat4 intensity at landfall. 5. Neither forecaster addresses the thinness of the Polymarket anchor ($339K volume, 110 days, no Kalshi cross-listing) as a reason for caution in deferring to it; a market this illiquid could be more sentiment-driven (reacting to headline outlook cuts) than probabilistically calibrated, yet both treat it as a reliable calibration anchor. 6. Both forecasts are nearly identical (13% vs 16%) and neither independently stress-tests a higher-probability scenario (e.g., a single late-season Cat4 hitting Florida/Gulf Coast, as has happened even in weak years like 2004's Charley), understating the tail risk embedded in a full remaining hurricane season.
6. Aggregator Opus · final calibrated forecast
15% (medium confidence)
Yes: 15% No: 85%
The 2025 portion resolved NO (zero US hurricane landfalls of any category), so everything rests on the remainder of the 2026 season, which through early August featured only two weak Gulf tropical storms amid a developing strong-to-historic El Niño and repeatedly downgraded CSU/NOAA outlooks (9/4/1 and 7-13/2-6/0-2). Base rates of 22-43% for a Cat4/5 US landfall must be discounted twice: for El Niño suppression of major-hurricane opportunity, and because a Cat5 landfall would not satisfy a strictly Cat4 (130-156 mph) definition. The critique fairly notes the peak Aug-Oct window is unresolved, the Caribbean-corridor statistic is a reference-class mismatch, and quiet seasons have still produced single rapid-intensification strikes (1992, 2004 Charley) — so I do not go far below the thin Polymarket anchor of 18.5%. Balancing the suppression signal against the unresolved tail and the illiquidity of the anchor, I land at 15% Yes, modestly below market but above the more aggressive consensus discount.
Pipeline Timing
Total pipeline time: 236.7s
Per-tool research timings shown in the Research section above.