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Will there be more than 50 tornadoes in October? — Above 50

kalshiClimate and Weather·2026-10-09·view on kalshi ↗
71%
Agent
73%
Market Price
-1.6%
Edge
50%
Confidence
3,167
Volume
8.0c
Spread
22
Days to resolution
11
Markets in event
final rationale
Mean of 5 draws (0.70, 0.71, 0.73, 0.73, 0.70). (0) Not resolved: SPC's October count isn't visible and the Sep 28 STAMTS shows October blank, so the month starts near zero. (a) ~22 days remain (through Oct 31; close Nov 1); the preliminary Storm Reports Legend count tends to run at or above final totals, favoring Yes slightly. (b) Status quo driver: Cat 3 Hurricane Isaias landfalling Oct 9 with an active tornado watch and SPC Slight Risk tornado threats extending Oct 10-11 into GA/Carolinas; landfall analogs (Milton 2024 ~46, Georges 1998 47, Isaias 2020 39) suggest 15-45 preliminary reports are plausible. Base rate for October (recent 26/54/32, avg ~37; long-run mean ~59) gives ~30-45% unconditional. (c) NO: Isaias underperforms its Slight Risk (10-20 reports), the rest of October stays quiet under strengthening El Niño and a below-average September (38), and the month ends in the 30s-40s. (d) YES: Isaias yields 25-40 reports over Oct 9-11, plus background or one autumn trough system adds 15-25 more, clearing 50. The Kalshi anchor is 73% (bid 74/ask 82); its 11-point rise this week likely already prices Isaias, so I stay near it, shading slightly lower for El Niño and a weaker outlook than Milton's.
price vs. prediction
market price agent forecast at t+0
9 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen: kalshi_direct resolution_source kalshi_related wikipedia article_search
Planner reasoning
The market resolves on the count in the SPC preliminary storm reports, so the resolution source gives the October count to date, and kalshi_direct gives the price anchor. Related Kalshi tornado markets (other thresholds in the same event) help calibrate the distribution. Wikipedia's tornado-count lists by month give a historical October reference class, and one targeted search covers any early-October outbreaks and the forecast severe weather outlook.
2. Research parallel tool calls + 4 web research loops (Sonnet 5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports) Tools - kalshi_direct: ## This Market's Kalshi Data **Above 50** (KXTORNADO-26OCT-50) - Current price (probability): 73.00% (live; bid 74% / ask 82%) - 7-day price change: +11.00% - 30-day price change: +11.00% - Average daily volume: 207 contracts - Price range: 40.00% - 91.00% - Data points: 9 days - resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=October 09 2026 20:17 UTC. The fetched page is only the generic SPC Rufsum navigation/search interface for storm reports; it does not display any actual tornado count data for October, as the underlying report requires JavaScript to load. - kalshi_related: 0 related markets / summaries. series KXTORNADO: 0 markets (skipped 11 no-signal) - wikipedia: Fetched 2 Wikipedia entries (1 missing pages). - article_search: Fetched 15 unique articles across 2 queries (lookback=10d). 'October 2026 tornado outbreak preliminary reports': 8 articles | 'SPC severe weather outlook mid October 2026': 8 articles Research loops, bottom lines - current state: As of October 9, 2026, SPC's official preliminary monthly tornado count for October has not yet been published (the last full monthly entry was for September, at 38 preliminary tornadoes through Sep 27), so the market's "above 50" threshold is being judged against a count that starts essentially at zero for the month; however, a strengthening Category 3 Hurricane Isaias is making Gulf Coast landfall this weekend with an SPC-flagged, high-confidence tornado risk (Tornado Watch "likely" at 95% pro - base rate: Historically, October national tornado counts in the SPC preliminary database have hovered in the 26–59 range over 2023-2025 (3-year average ≈37), clearing 50 in only about 1 of the last 3-4 years (2024), so the pure base-rate/outside-view probability of October finishing above 50 tornadoes is roughly 25-35%, below even odds, absent any specific signal of an unusually active pattern this particular October. - yes case: The strongest YES path is that Hurricane Isaias — a Category 3 storm making Gulf Coast landfall Oct 9–10, 2026 with an active tornado watch already in place and a documented multi-day tornado threat extending into Georgia/Carolinas — closely mirrors the Milton (46) and Georges (47) hurricane-tornado-outbreak precedents, meaning a single event could supply most or all of the tornadoes needed to clear 50 for the month, especially combined with any additional ordinary-season tornado activity over t - no case: The strongest NO case rests on the fact that SPC's own risk categorization for the Isaias tornado threat is only "Slight" (not the higher-end risk levels associated with Milton's 46-tornado Florida outbreak in Oct 2024, the only recent October to exceed 50), that the closest historical analog storm by name produced just 39 tornadoes total, and that a strengthening Super El Niño and a below-average September point to a suppressed non-tropical tornado background for the rest of the month — meaning
tools
toolstatustimeitemssummary
kalshi_direct OK 0.2s 1 ## This Market's Kalshi Data **Above 50** (KXTORNADO-26OCT-50) - Current price (probability): 73.00% (live; bid 74% / ask 82%) - 7-day price change: +11.00% - 30-day price change: +11.00% - Average daily volume: 207 contracts - Price range: 40.00% - 91.00% - Data points: 9 days
resolution_source OK 3.4s 1 already_resolved=unclear; matches_criteria=True; last_updated=October 09 2026 20:17 UTC. The fetched page is only the generic SPC Rufsum navigation/search interface for storm reports; it does not display any actual tornado count data for October, as the underlying report requires JavaScript to load.
kalshi_related OK 0.2s 0 0 related markets / summaries. series KXTORNADO: 0 markets (skipped 11 no-signal)
wikipedia OK 0.3s 2 Fetched 2 Wikipedia entries (1 missing pages).
article_search OK 46.5s 15 Fetched 15 unique articles across 2 queries (lookback=10d). 'October 2026 tornado outbreak preliminary reports': 8 articles | 'SPC severe weather outlook mid October 2026': 8 articles
research loops · 4/4 ok · 19 searches · 6 page reads
dimensionstatustimesearchespage readsreport
current state OK 52s 7 4 4605 chars
base rate OK 33s 4 2 4243 chars
yes case SNIPPETS 33s 4 0 5523 chars · no page read; snippets only
no case SNIPPETS 43s 4 0 5676 chars · no page read; snippets only
report: current state
- [2026-09-28] The SPC's latest published monthly tornado‑totals bulletin (STAMTS) shows September 2026 preliminary tornadoes at SEP 38 - 57 71 27 52 0 0 2 0 1 0 0 1 0 0 OCT - - 26 54 32 37 - 0 6 0 2 - 0 1 0 0 , meaning October itself still showed "-" (no data yet) as of issuance, and the year‑to‑date preliminary sum stood at 1,443. https://kamala.cod.edu/spc/latest.nwus21.KWNS.html - [2026-09-07] An earlier STAMTS issuance confirms the same monthly table structure/averages were last updated with August 2026 data complete and September still in progress. https://forecast.weather.gov/product.php?site=LWX&product=STA&issuedby=MTS - [2026-10-03/04] SPC's daily storm-report log for the night of Oct 3–4, 2026 recorded NO SEVERE REPORTS RECEIVED BY SPC , indicating a quiet stretch in early October before the current system arrived. - [2026-10-08] NWS/WPC's short‑range discussion noted that an expanding post‑tropical/tropical system (Isaias) would deliver severe weather, tropical storm force gusts, and widespread heavy rain deep into parts of the Deep South… the Storm Prediction Center (SPC) has outlined a slight risk (level 2 of 5) for severe weather for the western Florida Panhandle and the interior of southern Alabama and Georgia right into Saturday. The main threat is for isolated tornadoes . - [2026-10-08] SPC's Day 3 outlook stated a corridor of tornado risk may develop out of the Florida Panhandle and into parts of eastern Alabama and Georgia Saturday through Saturday night , tied to the remnants of Isaias. - [2026-10-09] The Watchers reported the Storm Prediction Center (SPC) issued a Slight Risk of severe thunderstorms for parts of the Florida Panhandle, southeastern Alabama, and southwestern Georgia on October 9, 2026, as rainbands from Hurricane Isaias were forecast to bring a tornado threat from the afternoon into the overnight hours. At 09:00 UTC, the National Hurricane Center (NHC) said Isaias had strengthened to 175 km/h (110 mph) ahead of a northern Gulf Coast landfall. - [2026-10-09] CBS News confirmed Hurricane Isaias, the first of the 2026 Atlantic season, strengthened to a Category 3 storm early Friday and is expected to make landfall along the northern Gulf Coast this evening . - [2026-10-09] SPC Mesoscale Discussion 2348 (1022 AM CDT) stated Areas affected...portions of southeast Alabama...the Florida Panhandle and southwest Georgia Concerning...Severe potential...Tornado Watch likely , with a 95% probability of watch issuance, and that the tornado risk will increase across the FL Panhandle by early to mid afternoon, with the risk gradually spreading northward toward southeast AL/southwest GA this evening . - [2026-10-09] A Jacksonville-area outlet reported conditions will be especially favorable for Isaias to spawn tornadoes as far east as Jacksonville , underscoring a broad swath of potential tornado-producing storms along Isaias's track into the weekend. - [2026-10-08] A Tennessee-area station separately noted that even inland remnants moving through the weekend could pose a spin-up tornado risk Saturday will be messy as the remnants of Isaias moves into our region. Due to the tropical characteristics of the system, a spin-up tornado cannot be ruled out, especially in locations within the front-right quadrant . - [2026-10-08] SPC's Day 3 convective outlook discussion also flagged a separate, unrelated severe setup for the Pacific Coast into the following week, but assessed Saturday's primary tornado threat as tied to Isaias's remnant circulation lifting northeastward. https://www.spc.noaa.gov/products/outlook/day3otlk.html BOTTOM LINE: As of October 9, 2026, SPC's official preliminary monthly tornado count for October has not yet been published (the last full monthly entry was for September, at 38 preliminary tornadoes through Sep 27), so the market's "above 50" threshold is being judged against a count that starts essentially at zero for the month; however, a strengthening Category 3 Hurricane Isaias is making Gulf Coast landfall this weekend with an SPC-flagged, high-confidence tornado risk (Tornado Watch "likely" at 95% probability) across the Florida Panhandle, Alabama, and Georgia, a scenario historically capable of quickly adding dozens of tornado reports in just one or two days. NOT FOUND: A live/October-dated STAMTS bulletin or SPC "Preliminary Report Summary" figure explicitly totaling October 2026 tornadoes to date (SPC's own domain could not be fetched directly, and no mirrored copy post-dating Sep 28 was found); exact number of tornadoes reported from the Oct 9–10 Isaias event.
report: base rate
- [2026-07-21/08-31] The official NOAA Storm Prediction Center (SPC) monthly tornado statistics table shows that October's preliminary tornado counts over the last three years were: OCT 26 (2025), 54 (2024), 32 (2023), with a 3-year average of 37 , all well below the 50-tornado threshold. https://www.spc.noaa.gov/climo/torn/newm.html - [2025-12-31] Wikipedia's tracker (sourced from NWS/NCEI data) states tornado activity in October 2025 was very limited, with just 31 tornadoes confirmed, none of them rated as strong , meaning October 2025 fell far short of 50. https://en.wikipedia.org/wiki/List_of_United_States_tornadoes_from_August_to_December_2025 - [2024-10-31] In contrast, October 2024 (an active year) exceeded the threshold, consistent with the SPC actual count of 54 for that month noted in the STAMTS table above, driven partly by tornadoes associated with tropical cyclones... in October with Hurricane Milton . https://www.weather.gov/news/250703_tornado_activity - [2024-xx-xx] The long-run (multi-decade) climatological average for October is higher than the recent 3-year average: Wikipedia's climatology note (citing NOAA records) states On average, there are 81 confirmed tornadoes in August, 66 in September, 59 in October, 54 in November, and 28 in December , placing the historical October mean right around/just above the 50 line. - [2026-09-13] The SPC's year-to-date STAMTS bulletin (through Sept 12, 2026) confirms October 2026 is still fully in the future, with no preliminary count yet logged for that month — "OCT - - 26 54 32 37" all blanks for 2026's own column at that point. https://www.spc.noaa.gov/climo/torn/STAMTS.txt - [2026-10-08] SPC's Day 3 Convective Outlook (issued Oct 8, 2026) shows only a "Slight Risk" severe weather setup for the Florida Panhandle/eastern Alabama/Georgia corridor with tornado potential, i.e., no major tornado outbreak imminent as of the report date, consistent with typical quiet early-October lulls. https://www.spc.noaa.gov/products/outlook/day3otlk.html - [2026-xx-xx] Year-to-date 2026 tornado activity has been roughly average-to-slightly-below the recent 3-year pace cumulatively (e.g., SUM 1399 preliminary through August vs. 3-year average SUM 1498 for the full year baseline), suggesting no unusual excess momentum carrying into fall that would obviously push October above its own seasonal norm. - [2025-xx-xx] A Kansas-focused piece on a late-season outbreak noted that Kansas's historical average number of tornadoes peaks in May, with only five tornadoes on average from September through October , illustrating that October activity is regionally concentrated and variable, reinforcing the wide year-to-year swings in the national October total (26–59+ range in recent years). - [2025-xx-xx] AccuWeather's 2025 season recap notes 2025 finished as the fourth-highest tornado count for the last 15 years for the full year overall, yet October 2025 itself was still well below 50 (31 confirmed), showing that a strong year overall does not guarantee an above-threshold October. - [Base rate pattern] Looking at the last four Octobers in the SPC/Wikipedia record: 2022 ~unclear but historically near-average, 2023 = 32, 2024 = 54, 2025 = 31/26 (preliminary vs confirmed). That is roughly 1 of the last 3-4 years clearing 50, i.e., a historical "Yes" base rate of about 25-35% for this specific month/threshold combination. NOT FOUND: No explicit expert seasonal forecast or betting-market odds specifically for "October 2026 tornado count" could be located (e.g., no CPC/SPC extended seasonal tornado outlook for October 2026, and no other prediction-market or pollster figures for this exact contract were found); no SPC October 2026 preliminary total was available yet since October is only 9 days in as of the research date. BOTTOM LINE: Historically, October national tornado counts in the SPC preliminary database have hovered in the 26–59 range over 2023-2025 (3-year average ≈37), clearing 50 in only about 1 of the last 3-4 years (2024), so the pure base-rate/outside-view probability of October finishing above 50 tornadoes is roughly 25-35%, below even odds, absent any specific signal of an unusually active pattern this particular October.
report: yes case
YES means: SPC's preliminary "Storm Reports Legend" tornado count for October 2026 ends the month above 50. - [2026-10-09] A tornado watch has already been issued (not just forecast) covering roughly 1.7 million people in the Florida Panhandle, extreme southern Georgia and southeast Alabama as Hurricane Isaias' rainbands moved onshore ahead of landfall, confirming active tornado-producing convection is underway on day 9 of the month. https://www.cnn.com/2026/10/09/weather/live-news/hurricane-isaias-gulf-storm - [2026-10-09] SPC's Day 1 Convective Outlook (issued 05:37 UTC) was valid from 12:00 UTC on October 9 to 12:00 UTC on October 10, with thunderstorms within Isaias' rainbands forecast to move inland across the Florida Panhandle during the afternoon , and the Day 2 outlook maintained a Slight Risk from the northeastern Gulf Coast into the Savannah River Valley, with a few tornadoes possible from the Florida Panhandle through parts of Georgia and the Carolinas from Saturday into Saturday night , extending the tornado threat window into Oct 10–11. - [2026-10-09] SPC's own Day 3 outlook text (as mirrored by a severe-weather tracker) states "THERE IS A SLIGHT RISK OF SEVERE THUNDERSTORMS SATURDAY INTO SATURDAY NIGHT ACROSS THE FLORIDA BIG BEND AND MUCH OF SOUTHERN THROUGH CENTRAL GEORGIA INTO CENTRAL SOUTH CAROLINA," with "the threat for a few tornadoes will exist from the Florida Panhandle into parts of Georgia and the Carolinas Saturday into Saturday evening" , and a further marginal risk including tornado potential is flagged for the Carolinas/Delmarva into Oct 11. - [2026-10-09] WPC's discussion separately corroborated that SPC outlined a slight risk for severe weather for the western Florida Panhandle and interior of southern Alabama and Georgia, with the main threat for isolated tornadoes as some cells become strong enough to form supercell thunderstorms due to low-level wind shear . - [Historical mechanism, 2024-10-09] The closest direct analog — Hurricane Milton's Oct 9, 2024 Florida landfall — produced a documented burst of dozens of tornadoes in a single day: Hurricane Milton led to a total of 47 confirmed tornadoes in Florida on October 9, the strongest tornado outbreak from a tropical cyclone in Florida on record . Wikipedia's tally for the full outbreak states 46 confirmed tornadoes touched down in the state, with at least three reaching EF3 intensity . That single event alone exceeded the market's 50 threshold when combined with just a few days of background tornado activity elsewhere in the country, since October 2024 had a slightly below average amount of 53 tornadoes, with most the result of Hurricane Milton . - [Historical mechanism, prior landfalling-hurricane precedent] Hurricane Georges' 1998 Gulf Coast landfall — hitting a very similar Panhandle/Alabama/Georgia footprint to Isaias — demonstrates the geography is capable of large tornado counts from a single storm: the outbreak produced 47 tornadoes—20 in Alabama, 17 in Florida and 10 in Georgia—and was the most extensive tornado event in Florida history . - [2020-08-04, same-named-storm precedent] The 2020 Atlantic storm also named Isaias (different storm, same name) shows that storms named Isaias specifically have a track record of significant tornado production after landfall: it spawned tornadoes and dumped rain Tuesday along the U.S. East Coast after making landfall as a hurricane in North Carolina , killing people via a tornado strike on a mobile home park. - [2026-10-09] Local Georgia coverage confirms the tornado threat is not confined to the immediate Gulf Coast but extends well inland along the storm's track: in Georgia, there is the potential for significant local impacts with 40-50 mph winds, flooding, and brief tornadoes , with the threat window running Saturday morning through very early Sunday morning — i.e., a second day of tornado potential beyond Oct 9. - [2026-10-09] NBC's live coverage flags the threat is forecast to begin even before full landfall: isolated tornadoes are possible tomorrow night in coastal areas of Alabama, the Florida Panhandle and adjacent areas, indicating potential for tornado reports spanning Oct 8 night through Oct 11. - [Base-rate interaction] Because the 3-year average October count is ~37 (per colleagues' report) and Isaias alone could plausibly add 15–45+ tornadoes in a 2-day window based on the Milton (46) and Georges (47) analogs, a landfalling major-hurricane event of this intensity is historically one of the few single mechanisms capable of pushing a full month's total from a "normal" ~25–35 baseline to above the 50-tornado threshold within days, even before accounting for any additional non-tropical severe weather later in October. BOTTOM LINE: The strongest YES path is that Hurricane Isaias — a Category 3 storm making Gulf Coast landfall Oct 9–10, 2026 with an active tornado watch already in place and a documented multi-day tornado threat extending into Georgia/Carolinas — closely mirrors the Milton (46) and Georges (47) hurricane-tornado-outbreak precedents, meaning a single event could supply most or all of the tornadoes needed to clear 50 for the month, especially combined with any additional ordinary-season tornado activity over the remaining three weeks of October. NOT FOUND: An official post-event tornado count from Isaias (event still unfolding as of Oct 9 report date); any SPC Day 4-8 outlook signal of a second major tornado-producing system later in October 2026.
report: no case
YES means: the SPC's preliminary "Storm Reports Legend" / Preliminary Report Summary tornado count for October 2026 (national, all tornado reports regardless of later downgrade) totals more than 50 tornadoes by the time trading closes (Nov 1, 2026) or by the resolution deadline, whichever governs. - [2026-10-03/04] Before Isaias arrived, SPC's own storm-report log registered zero severe reports nationwide for an entire overnight period, reinforcing that the month opened at a near-zero baseline with no carryover momentum from September. https://forecast.weather.gov/product.php?site=FWD&issuedby=DTS&product=STA&format=CI&version=4&glossary=1 - [2026-10-09] SPC's own Day 1 Convective Outlook for the Isaias event is only a "Slight Risk" (level 2 of 5) — a materially lower-confidence tornado-risk category than the higher-end outlooks SPC issued during 2024's Hurricane Milton, the storm that drove October 2024's count to 54. https://watchers.news/2026/10/09/tornado-threat-forecast-as-hurricane-isaias-strengthens-ahead-of-northern-gulf-coast-landfall-united-states - [2020-xx-xx, historical analog] The most comparable past landfalling hurricane bearing this storm's exact name, Hurricane Isaias (2020), is NHC's confirmed tornado tally at just 39 tornadoes across 7 states over more than a day — well under 50 on its own and historically the largest tropical-cyclone-spawned tornado count since Hurricane Florence's " Isaias produced 39 confirmed tornadoes: 13 in North Carolina, 10 in Maryland, 7 in Virginia, 3 in Delaware, 2 in New Jersey, 2 in Pennsylvania, 1 in South Carolina, and 1 in...The 39 tornadoes that occurred during Isaias was the largest number produced by a U.S. landfalling tropical cyclone since Hurricane Florence in 2018 " — implying that even a repeat performance by the 2026 storm sharing this name would not, by itself, clear the 50 threshold without substantial additional non-tropical tornado days this month. - [2024-10-08/09] By contrast, the single outbreak that did push October over 50 in recent years (Milton, 2024) produced a historic and destructive tornado outbreak as the tropical cyclone neared and tracked across the Florida peninsula on October 8–9, 2024, with 46 confirmed tornadoes in the state — a far larger, single-day concentrated outbreak than the "Slight Risk" scenario SPC currently has posted for Isaias (2026), suggesting this storm would need to overperform its own risk category significantly to replicate that outcome. - [2026-10-08] A Jacksonville-focused outlet noted the comparison itself is aspirational rather than confirmed, saying only that conditions " could resemble a pattern produced by Hurricane Milton in 2024 " — i.e., local media is speculating about a worst-case outcome, not reporting a realized one. - [2026-xx-xx, seasonal driver] A seasonal-outlook piece tied the second half of 2026 to a strengthening El Niño, explicitly stating the and fall tornado risk is a 24-9, July 14, 2026) with meteorologists telling press that the strengthening event "typically suppresses development somewhat and may push totals downward heading into the latter half of the year." https://www.westernweathergroup.com/blog/what-the-rest-of-2026-holds-for-severe-weather-in-the-us - [2026-08-20] NOAA/CPC's own fall seasonal outlook, cited in press coverage, confirms that the El Niño driving this pattern reached odds the 2026-2027 El Niño will reach the highest strength level — often called a "super" El Niño — are now higher than 90% , a textbook structural reason to expect below-normal October tornado totals outside of brief tropical-cyclone spikes. - [2026-09-30, year-to-date pattern] September 2026's preliminary count of 38 (per colleagues' Sep 28 bulletin) fell well below the 3-year September average of 52, indicating the current year's late-season tornado pace is already running below the historical norm heading into October, not above it. - [Base-rate corroboration] Of the SPC's own 3-year October comparison set (2023: 32, 2024: 54, 2025: 26), two of three years (2023, 2025) finished well under 50 even with normal autumn severe-weather activity, and only the Milton-driven 2024 cleared the line — underscoring that a single tropical system, absent an outbreak on Milton's scale, has historically been insufficient to push the month over 50. - [Mechanism/arithmetic] Even a generous read of the Isaias event — a 39-to-46-tornado tropical cyclone outbreak layered onto an already-depressed non-tropical baseline (zero reports Oct 3-4, modest activity before that) — would need an additional significant non-tropical tornado outbreak later in October to clear 50 nationally, something not yet forecast by SPC's Day 3-8 outlooks as of Oct 8-9. BOTTOM LINE: The strongest NO case rests on the fact that SPC's own risk categorization for the Isaias tornado threat is only "Slight" (not the higher-end risk levels associated with Milton's 46-tornado Florida outbreak in Oct 2024, the only recent October to exceed 50), that the closest historical analog storm by name produced just 39 tornadoes total, and that a strengthening Super El Niño and a below-average September point to a suppressed non-tropical tornado background for the rest of the month — meaning Isaias alone is unlikely to be enough, and a second large outbreak would be needed to cross 50. NOT FOUND: An official, numeric post-event tornado count from the Isaias Oct 9-10, 2026 Gulf Coast event (surveys were still pending as of Oct 9); an updated October-dated SPC STAMTS bulletin showing a running October 2026 total; any explicit SPC Day 4-8 outlook mentioning a second major tornado-conducive system later in October 2026.
3. Forecasters 5 draws · Opus 5.5 + GPT-6 Astra + GPT-5.6 Sol · plain mean
claude-opus-5-5 · high effort
50% conf
Yes 70%
No 30%
(0) Not resolved: SPC's October count isn't visible and the Sep 28 STAMTS shows October blank, so the month starts near zero. (a) ~22 days remain (through Oct 31; close Nov 1); the preliminary Storm Reports Legend count tends to run at or above final totals, favoring Yes slightly. (b) Status quo driver: Cat 3 Hurricane Isaias landfalling Oct 9 with an active tornado watch and SPC Slight Risk tornado threats extending Oct 10-11 into GA/Carolinas; landfall analogs (Milton 2024 ~46, Georges 1998 47, Isaias 2020 39) suggest 15-45 preliminary reports are plausible. Base rate for October (recent 26/54/32, avg ~37; long-run mean ~59) gives ~30-45% unconditional. (c) NO: Isaias underperforms its Slight Risk (10-20 reports), the rest of October stays quiet under strengthening El Niño and a below-average September (38), and the month ends in the 30s-40s. (d) YES: Isaias yields 25-40 reports over Oct 9-11, plus background or one autumn trough system adds 15-25 more, clearing 50. The Kalshi anchor is 73% (bid 74/ask 82); its 11-point rise this week likely already prices Isaias, so I stay near it, shading slightly lower for El Niño and a weaker outlook than Milton's.
claude-opus-5-5 · high effort
55% conf
Yes 71%
No 29%
(0) Not met yet: the SPC resolution page fetched no October count, and the Sept 28 STAMTS bulletin shows October 2026 blank. (a) About 22 days remain (Oct 9–31). (b) Status quo: October opened quiet (no severe reports Oct 3–4); recent Octobers counted 32/54/26 (average ~37), giving an outside-view chance of ~30–35% to exceed 50. Category 3 Isaias is landfalling on the northern Gulf Coast Oct 9 with a tornado watch issued and Slight Risk tornado threats Oct 9–11 across FL/AL/GA/Carolinas. Analogs Milton (46), Georges (47) and Isaias 2020 (39) show a single landfall can supply most of the 50, and preliminary report counts run higher than confirmed counts. (c) NO: Isaias underperforms its Slight Risk (10–20 reports) and the El Niño keeps late October quiet, leaving the total in the 30s–40s. (d) YES: Isaias produces 25–40 reports and normal late-October activity adds 15+. Market anchor 73% (bid 74 / ask 82, +11 this week, likely pricing Isaias); I sit slightly below the midpoint given El Niño suppression and the weak September.
gpt-6-astra · high effort
46% conf
Yes 73%
No 27%
The October 9 resolution-source fetch returned only SPC’s JavaScript-dependent interface, so it does not establish that the threshold has already been crossed; YES requires at least 51 October tornadoes recorded in the specified Storm Reports Legend. Roughly 22 days remain until the November 1, 03:59 UTC trading close. The current total is unknown—not zero—and if it is presently 50 or fewer and no additional qualifying reports appear, the status quo produces NO. I retain Kalshi’s reported 73% YES anchor because the research supplies no verified informational edge warranting a departure, although the 74% bid and 82% ask indicate that the reported price is below the current quoted range. A YES scenario is that the reported October 9–11 Isaias tornado threat, supported by SPC outlook/watch reporting and WPC discussion, produces substantial reports, with later October activity taking the legend above 50. A NO scenario is that the forecast few or isolated tornadoes materialize without a larger outbreak, followed by sufficiently quiet weather to leave the total at 50 or below. The quoted recent October totals of 26, 54 and 32 warrant caution but constitute a tiny sample with uncertain comparability to the resolving legend, while Milton and Georges are selected high-yield examples rather than typical hurricane outcomes. Missing current counts, uncertain report-versus-confirmed-count comparability, and possible source-update lags or revisions materially limit confidence; neither an issued watch nor an absent monthly bulletin establishes an observed tornado total.
gpt-6-astra · high effort
43% conf
Yes 73%
No 27%
I retain Kalshi's reported 73% YES anchor, noting the higher 74%/82% bid/ask, because the research does not establish a reliable informational edge. The October 9 fetch of SPC's resolving Preliminary Report Summary captured only navigation, so crossing 50 is not documented; with about 22 days until the November 1, 03:59 UTC close, YES requires at least 51 October tornado reports in the specified legend. The status quo is an unknown tally, not zero: if the current count is at most 50 and no additional qualifying reports or revisions arrive, NO wins. October 9 reporting citing SPC supports a multiday tornado threat associated with Isaias, but a tornado watch and a Slight Risk outlook do not establish an outbreak's realized size. YES could result from substantial tropical-cyclone tornado reports followed by enough ordinary autumn activity to push the monthly legend above 50. NO could result if Isaias produces relatively few reports and the remaining weeks stay quiet. I discount both the exceptional Milton/Georges analogs and the small three-year historical sample, while the mismatch between confirmed tornado totals and preliminary reports—and the unavailable current legend and its update timing—limits confidence in the forecast.
gpt-5.6-sol · high effort
57% conf
Yes 70%
No 30%
(0) The SPC resolution page is the correct source but its JavaScript-rendered October count was unavailable, so the condition is not documented as met; the preliminary Storm Reports Legend must show at least 51 October tornadoes. (a) Roughly 22 days remain until the November 1 close, covering the rest of October. (b) If nothing changes from the presently documented quiet early-month state, the total remains at or below 50 and resolves No. (c) No results if Isaias produces only the few tornadoes suggested by SPC's Slight Risk outlook and the strengthening El Niño supports a quiet remainder of October, resembling the 26-32 tornado totals of 2023 and 2025. (d) Yes results if the active Isaias tornado threat generates a substantial burst of preliminary reports across the Gulf Coast and Southeast, followed by enough ordinary late-October activity to reach 51; Milton and Georges demonstrate that tropical cyclones can generate roughly 46-47 confirmed tornadoes by themselves. I anchor near Kalshi's 73% Yes price but reduce it modestly to 70% because no live October count or Isaias report total is available, the recent base rate is only about one in three, and the current SPC risk category is materially weaker than Milton's historic setup.
4. Final plain mean of 5 draws
71% (50% confidence)
Yes: 71% No: 29%
Mean of 5 draws (0.70, 0.71, 0.73, 0.73, 0.70). (0) Not resolved: SPC's October count isn't visible and the Sep 28 STAMTS shows October blank, so the month starts near zero. (a) ~22 days remain (through Oct 31; close Nov 1); the preliminary Storm Reports Legend count tends to run at or above final totals, favoring Yes slightly. (b) Status quo driver: Cat 3 Hurricane Isaias landfalling Oct 9 with an active tornado watch and SPC Slight Risk tornado threats extending Oct 10-11 into GA/Carolinas; landfall analogs (Milton 2024 ~46, Georges 1998 47, Isaias 2020 39) suggest 15-45 preliminary reports are plausible. Base rate for October (recent 26/54/32, avg ~37; long-run mean ~59) gives ~30-45% unconditional. (c) NO: Isaias underperforms its Slight Risk (10-20 reports), the rest of October stays quiet under strengthening El Niño and a below-average September (38), and the month ends in the 30s-40s. (d) YES: Isaias yields 25-40 reports over Oct 9-11, plus background or one autumn trough system adds 15-25 more, clearing 50. The Kalshi anchor is 73% (bid 74/ask 82); its 11-point rise this week likely already prices Isaias, so I stay near it, shading slightly lower for El Niño and a weaker outlook than Milton's.
Pipeline Timing
Total pipeline time: 135.2s
Per-tool research timings shown in the Research section above.