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Rain in College Station in Oct 2026? — Above 5 inches
44%
Agent
45%
Market Price
-1.5%
Edge
48%
Confidence
2,816
Volume
3.0c
Spread
20
Days to resolution
7
Markets in event
final rationale
Mean of 2 draws (0.43, 0.44). (0) The condition is not met yet. The official NWS CLICLL report for Oct 11 shows 3.36 in month-to-date, so October 12–31 must add more than 1.64 in. IEM's KCLL daily data agree on the 3.36 in. (a) Twenty days remain, ending Oct 31. (b) If nothing changes, the month finishes around 3.4–4.0 in and resolves NO. The next week looks ridge-dominated with scattered sea-breeze showers; the Houston Chronicle expects under 0.5 in, and Wunderground is nearly dry through Oct 18. (c) NO: the Oct 16–17 front passes quickly with under 0.5 in and drier air behind it. Ridging then returns in late October, as the CPC discussion mentions, and the month ends near 4–4.5 in. (d) YES: the front stalls over Texas around Oct 19–22 and Gulf southerly flow sets up overrunning storms that drop 1.5–2+ in in one or two days. CPC's 6–10 and 8–14 day outlooks lean above-median for Texas and the Gulf Coast, Week-2 hazards notes possible rain near threshold levels around Oct 21–22, and AccuWeather shows 72% for Oct 19. Climatology for the rest of the month averages about 3.3 in but is right-skewed, so 1.64 in in 20 days is roughly a coin flip. With the first week forecast mostly dry, the odds tilt slightly below that, partly offset by the El Niño and CPC wet lean. The market at 45% (down from 53%) already prices this, so I stay close at 43%.
price vs. prediction
market price
agent forecast at t+0
7 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
kalshi_direct
kalshi_related
resolution_source
article_search
Planner reasoning
The Kalshi price is the anchor, and the sibling strikes in the same event show the implied distribution. The resolution source, the NWS climate report for College Station (CLICLL), gives month-to-date October precipitation, which is the key fact twelve days into the month. A targeted search for the forecast rainfall over the rest of the month, such as heavy rain events or tropical systems, fills the remaining gap.
2. Research parallel tool calls + 4 web research loops (Sonnet 5.5) · 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 5 inches** (KXRAINCLLM-26OCT-5) - Current price (probability): 45.00% (live; bid 44% / ask 47%) - Last daily close (2026-10-11): 53.00% - 7-day price change: -16.00% - 30-day price change: -2.00% - Average daily volume: 251 contracts - Price range: 44.00% - 94.00% - Data points: 8 days
- resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=2026-10-11 4:30 PM CDT. The NWS CLICLL daily climate report issued 430 PM CDT Sun Oct 11 2026 shows College Station month-to-date precipitation of 3.36 inches for October 2026 (normal 1.64, departure +1.72). There was 0.00 inches on Oct 11. That leaves it 1.64 inches short of the 5-inch threshold, with 20 days of the month left.
- kalshi_related: 1 related markets / summaries. series KXRAINCLLM: 0 markets (skipped 11 no-signal) | keyword 'College Station rain': ok
- article_search: Fetched 12 unique articles across 2 queries (lookback=14d). 'College Station Texas rain forecast October 2026': 8 articles | 'Brazos Valley heavy rain flooding October 2026': 8 articles
Research loops, bottom lines
- current state: Official month-to-date rain at CLICLL is 3.36 in through Oct 11, so Yes needs more than 1.64 in over Oct 12–31. The forecast for the next week is only scattered showers (peak 50% on Oct 13) plus a mid-October front that may bring a rain chance. Reaching the threshold likely requires a heavy-rain event in the second half of the month, but I found no forecast showing one.
- base rate: The unconditional base rate for more than 5" in October is somewhat below 50%, because the normal of about 4.9" is skewed by rare big events. Having 3.36" already banked, with a dry first half of the month ahead, leaves about 1.65" needed in the last ~20 days, which is roughly a typical amount for that stretch. The wet-leaning El Niño and CPC outlooks add a mild upward tilt. The exact TWC/KCLL daily total could differ slightly from the IEM figures.
- yes case: The strongest YES path is a single event of 1.65 in or more between Oct 17 and Oct 25. It would need the mid-October front to stall over Texas, or a post-front southerly overrunning event, and CPC's Oct 11 outlooks lean that way. With 3.36 in already banked, this needs only about one ordinary wet day, but no source shows a forecast of that magnitude.
- no case: The best NO case is that the next 7–8 days are forecast scattered and light (under 0.5 in), so about 1.1+ in or more is still needed in an unforecast Oct 19–31 window. The CPC outlooks give only a mild wet lean there and flag no hazard. NO is the outcome unless a single sizable frontal or stalled-boundary event arrives late in the month.
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| kalshi_direct | OK | 0.2s | 1 | ## This Market's Kalshi Data **Above 5 inches** (KXRAINCLLM-26OCT-5) - Current price (probability): 45.00% (live; bid 44% / ask 47%) - Last daily close (2026-10-11): 53.00% - 7-day price change: -16.00% - 30-day price change: -2.00% - Average daily volume: 251 contracts - Price range: 44.00% - 94.0 |
| kalshi_related | OK | 1.3s | 1 | 1 related markets / summaries. series KXRAINCLLM: 0 markets (skipped 11 no-signal) | keyword 'College Station rain': ok |
| resolution_source | OK | 9.4s | 1 | already_resolved=unclear; matches_criteria=True; last_updated=2026-10-11 4:30 PM CDT. The NWS CLICLL daily climate report issued 430 PM CDT Sun Oct 11 2026 shows College Station month-to-date precipitation of 3.36 inches for October 2026 (normal 1.64, departure +1.72). There was 0.00 inches on Oct 1 |
| article_search | OK | 46.5s | 12 | Fetched 12 unique articles across 2 queries (lookback=14d). 'College Station Texas rain forecast October 2026': 8 articles | 'Brazos Valley heavy rain flooding October 2026': 8 articles |
research loops
·
4/4 ok ·
16 searches ·
1 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 28s | 4 | 0 | 4783 chars |
| base rate | OK | 29s | 4 | 1 | 4746 chars |
| yes case | OK | 18s | 4 | 0 | 4038 chars |
| no case | OK | 19s | 4 | 0 | 4615 chars |
report: current state
- [2026-10-11] The official NWS CLICLL daily climate report (issued 4:30 PM CDT) shows College Station month-to-date precipitation of 3.36 in. The normal to date is 1.64 in, so the month is +1.72 in. Oct 11 itself recorded 0.00 in. To exceed 5 in, the rest of the month (Oct 12–31) needs more than 1.64 in. https://forecast.weather.gov/product.php?site=HGX&product=CLI&issuedby=CLL
- [2026-10-11] The same report gives the since-Sep-1 total as 4.64 in (normal 5.14) and the since-Jan-1 total as 31.24 in (normal 31.44). The 1991–2020 October normal is about 4.9 in (extremeweatherwatch, USclimatedata), so the month-to-date figure is already about 69% of a full-month normal. https://www.extremeweatherwatch.com/cities/college-station/average-rainfall-by-month
- [2026-10-01/02] The 3.36 in fell almost entirely in the Oct 1–3 event, which came from remnant Pacific Hurricane Polo moisture, Gulf moisture and a slow-moving front. KBTX issued First Alert Days for Oct 1–2 and a flood watch ran through Friday evening, Oct 2. Rain chances were forecast to drop sharply from Sun Oct 4. https://www.kbtx.com/2026/10/02/soggy-pattern-continues-through-weekend/
- [2026-10-03] Raindrop.farm showed 0.09 in on Oct 2 and 0.00 in on Oct 3 for 77845, with a month-to-date of 0.67 in. This is a non-official gauge and conflicts with the official 3.36 in, so it is unreliable. The Wunderground KCLL almanac page showed 1.57 in as the forecast for Oct 1. https://www.raindrop.farm/rainfall-totals/zipcode/77845
- [2026-10-11] The NWS Houston/Galveston forecast discussion (7:02 PM CDT) says to expect warm and humid conditions with isolated afternoon showers through the work week. Precipitable water is forecast to exceed 2 in on Oct 12 while mid-level ridging limits rain. https://forecast.weather.gov/product.php?site=HGX&product=AFD&issuedby=HGX
- [2026-10-11] The NWS point forecast gives College Station rain chances of 30% on Mon Oct 12 daytime, 10% Mon night, 50% Tue Oct 13 daytime and 30% Tue night. These are probabilities only, with no amounts. The same source puts a cold front around Fri–Sat Oct 16–17, with "higher rain chances possible" and cooler, drier air behind it. Front strength is uncertain, and the ECMWF is the outlier with highs staying in the 80s. https://forecast.weather.gov/product.php?site=HGX&product=AFD&issuedby=HGX
- [2026-10-07] The Houston Chronicle cited the Weather Prediction Center as expecting 2–4 in of rain near and north of Houston through Monday morning, with the highest totals toward Waco. That was a pre-front outlook and conflicts with the later NWS HGX picture of dry or isolated conditions. The College Station report shows 0.00 in on Oct 11, so no large total is evident in the Oct 4–11 period. https://www.houstonchronicle.com/news/houston-weather/forecast/article/tropical-storm-isaias-forms-in-gulf-wednesday-22465013.php
- [2026-10-09] Hurricane Isaias made landfall on the Florida Panhandle as a major hurricane. NWS and local outlets said it stayed well east of Texas with no direct impact. The Oct 6 HGX discussion called the effects mostly marine. https://www.kbtx.com/2026/10/02/soggy-pattern-continues-through-weekend/
- [2026-09-21] NWS HGX noted an increasing signal for a wetter-than-normal pattern and a CPC 8–14 day wet lean for early October, and that was borne out in the Oct 1–3 event. I did not find a current CPC outlook for Oct 18–31. https://tgftp.nws.noaa.gov/SL.us008001/DF.c5/DC.textf/DS.afdfx/sn.0249.txt
- [2026-10-07] KBTX and Statesman coverage say 2026 is a strong El Niño year with a record-quiet, shear-suppressed Atlantic season. Houston Chronicle says Texas hurricane season is effectively over in October. That reduces the chance of a late tropical rain event, though cold fronts and Gulf moisture remain possible. https://www.statesman.com/weather/article/texas-tropical-low-pressure-gulf-hurricane-season-22462909.php
- [2026-10-12] College Station's climatological rainfall for the rest of October is about 3.3 in (4.9 in normal minus 1.64 in normal to date). The Oct 1–11 total is already about twice the normal-to-date. https://www.extremeweatherwatch.com/cities/college-station/average-rainfall-by-month
BOTTOM LINE: Official month-to-date rain at CLICLL is 3.36 in through Oct 11, so Yes needs more than 1.64 in over Oct 12–31. The forecast for the next week is only scattered showers (peak 50% on Oct 13) plus a mid-October front that may bring a rain chance. Reaching the threshold likely requires a heavy-rain event in the second half of the month, but I found no forecast showing one.
NOT FOUND: Official CLICLL daily totals for Oct 1–10 individually; WPC/QPF rainfall amounts for Oct 12–19 for College Station; a current CPC 8–14 day or week 3–4 outlook for late October; the Oct 12 CLI report.
report: base rate
- [2026-10-12] Month-to-date rain at the College Station airport ASOS (KCLL), from Iowa State's IEM daily data, is about 3.36" through Oct 11. By day: Oct 1 1.48", Oct 2 0.14", Oct 3 1.48", Oct 4 0.26", and 0.00" on Oct 5–11. Oct 12 was not yet reported. To exceed 5.00", about 1.65" or more still has to fall between Oct 12 and Oct 31. These are IEM's ASOS-derived values and may differ slightly from the TWC/Wunderground "Daily" report that the rules name. https://mesonet.agron.iastate.edu/cgi-bin/request/daily.py?network=TX_ASOS&stations=CLL&year1=2026&month1=10&day1=1&year2=2026&month2=10&day2=12&var=precip_in&format=csv
- [2026-10-12] Climatology: the 1991–2020 NOAA normal for College Station in October is 4.90", which makes October the wettest month. The 5" strike therefore sits close to the mean. October rainfall is right-skewed, so the median is likely below the mean. https://www.extremeweatherwatch.com/cities/college-station/average-rainfall-by-month
- [2026-10-12] Other normals cluster around the same value: usclimatedata gives 4.91", bestplaces 4.7", weather-and-climate 4.8" and climate-data.org 4.1". https://usclimatedata.com/climate/college-station/texas/united-states/ustx2165
- [2025-10-31] Example of how lumpy October rain is: in Oct 2025 the KCLL record shows 0.00" on nearly every day except 3.00" on Oct 25. That makes about 3.1" for the month. In Oct 1998, one event (4.8" on Oct 17 plus 1.2" and 0.84" on the next two days) dominated the month. One big event decides most Octobers. I did not compute the full 1998–2025 frequency of Octobers above 5". https://mesonet.agron.iastate.edu/cgi-bin/request/daily.py?network=TX_ASOS&stations=CLL&year1=1998&month1=10&day1=1&year2=2025&month2=10&day2=31&var=precip_in&format=csv
- [2026-10-02] KBTX confirmed that the Oct 1–3 event was a front plus tropical moisture, with a flood watch through Friday evening. It said rain chances would drop sharply from Sunday into Monday, with drier air and a cooler week ahead. https://www.kbtx.com/2026/10/02/soggy-pattern-continues-through-weekend/
- [2026-10-09] The timeanddate 14-day outlook for Brazos County shows about 0.1" or less on Oct 12–14, with 0–6% rain chances from Oct 15 to 18 and highs in the 90s until a front around Oct 16–17. It is a model product with low skill beyond about 7 days. https://www.timeanddate.com/weather/@4676153/ext
- [2026-10-02] Texas Storm Chasers said the week of Oct 5 looked dry and pleasant for most of Texas. https://texasstormchasers.com/forecast/texas-rain-moves-southeast-this-weekend-then-fall-settles-in/
- [2026-10-02] NOAA CPC's October outlook favors above-normal rain from the Texas Gulf Coast to western Florida. It says the southern storm track typical of strong El Niño is already taking shape. https://www.climate.us/news-features/understanding-climate/noaas-us-climate-outlook-october-2026
- [2026-09-26] The Weather Company's October outlook (issued Sept 21) calls for a wetter-than-usual South, especially along the Gulf Coast from Texas to Florida. https://weather.com/2026/09/26/forecast/national/super-el-nino-october-november-outlook-temperatures-precip
- [2026-09-10] CPC's ENSO update gives a greater than 90% chance of a very strong El Niño this fall and winter, and a 75% chance of a historic event for Oct–Dec. This tilts the odds toward wetter, but the signal is weak in October and mostly shows up in winter. https://www.cpc.ncep.noaa.gov/products/analysis_monitoring/lanina/enso_evolution-status-fcsts-web.pdf
- [2026-09-20] KXAN noted that a strong El Niño does not guarantee a wetter fall, and that Central Texas had a very dry Aug–Sep. https://www.yahoo.com/news/weather-news/articles/forecast-end-2026-el-ni-012827904.html
- [2026-10-12] The Old Farmer's Almanac gave a long-range October figure of 4.8" for the Texas–Oklahoma region (north above average, south below). It has low skill and its page is stale, so I treat it as non-informative. https://www.almanac.com/weather/longrange/tx/Bryan,%20Brazos%20County
BOTTOM LINE: The unconditional base rate for more than 5" in October is somewhat below 50%, because the normal of about 4.9" is skewed by rare big events. Having 3.36" already banked, with a dry first half of the month ahead, leaves about 1.65" needed in the last ~20 days, which is roughly a typical amount for that stretch. The wet-leaning El Niño and CPC outlooks add a mild upward tilt. The exact TWC/KCLL daily total could differ slightly from the IEM figures.
NOT FOUND: The full historical frequency of KCLL October totals above 5" (the 1998–2025 daily data was fetched but not tabulated). Any official NWS month-to-date CLI product. A reliable Oct 15–31 quantitative precipitation forecast for College Station. Rain for Oct 12.
report: yes case
YES means: the official TWC/Wunderground daily report for College Station (CLICLL, Easterwood) shows October 2026 total precipitation strictly above 5.00 in.
- [2026-10-11] CPC's 6–10 day discussion (Oct 17–21) says a passing shortwave trough and a "potential stalled front" over the southern CONUS favor above-normal precipitation along the Gulf Coast and Rio Grande Valley. It rates confidence 4 of 5 for the height pattern, with shortwave timing uncertain. This is the best YES path: a stalled front plus Gulf moisture after the mid-October front. https://www.cpc.ncep.noaa.gov/products/predictions/610day/fxus06.html
- [2026-10-11] CPC's 8–14 day state table (Oct 19–25) lists N Texas, S Texas and W Texas as "A" (above median) for precipitation. It cites lingering cloudiness from a stalled front over the Southern Plains. That supports a wet second half of the month, but it is a tercile tilt, not an amount. https://www.cpc.ncep.noaa.gov/products/predictions/610day/fxus06.html
- [2026-10-10] CPC's Week-2 Hazards Outlook says rainfall enhanced by low-level southerly flow could approach hazard thresholds across the central Gulf Coast around Oct 21–22. It posted no hazard because timing and intensity are highly uncertain. It is a weak signal, but it points to the right window. https://www.cpc.ncep.noaa.gov/products/predictions/threats/threats.php
- [2026-10-11] AccuWeather's College Station 10-day shows 55% rain chances on Oct 12 and 13, a stray storm on Fri Oct 16 (55%), and a wetter turn after the front. It has Oct 19 at 72% ("some rain and a t-storm late") and Oct 20 with "a couple of thunderstorms". That is a second rain window 7–9 days out, after the front. Wunderground's 10-day for the same days is far drier (0.02 in on Oct 15, otherwise dry), so the models disagree. https://www.accuweather.com/en/us/college-station/77840/weather-forecast/346069
- [2026-10-11] Houston Chronicle (meteorologist Franze) puts the front's arrival at late Fri Oct 16 or early Sat Oct 17. It gives a 30–40% chance of storms Friday, "some of which could be strong". Moisture rises each day this week, with Tue and Wed heat index near 103. That is a high-PW, warm, humid pre-frontal setup, which is the usual precursor to a heavy-rain front. The same article expects less than 0.5 in in Houston for the week, so this path needs the front to outperform. https://www.houstonchronicle.com/news/houston-weather/forecast/article/humidity-houston-texas-stomms-cold-front-22471504.php
- [2026-10-01] Soils and runoff were primed: KBTX measured widespread 1–3 in on Oct 1 alone, and forecast totals of up to 8 in in localized spots out west. The Oct 1–4 sequence shows this pattern can produce more than 1.6 in in one or two days. https://www.kbtx.com/2026/09/30/multiple-rounds-tropical-rainfall-start-october/
- [2026-10-04] The NHC gave a Gulf low a 30% chance of development over seven days, with very warm Gulf water and little shear. Another Gulf low could feed moisture to the Texas coast. I did not confirm that it persisted, and the Isaias track went east. https://rollingout.com/2026/10/04/houston-weather-alert-gulf-storm-threat/
- [2026-10-12] The Old Farmer's Almanac long-range forecast for Texas–Oklahoma shows "Rainy, then sunny" for Oct 22–31. It is very low skill, and its monthly figure conflicts with this case (below average in the south), so treat it as noise. https://www.almanac.com/weather/longrange/tx/College%20Station
BOTTOM LINE: The strongest YES path is a single event of 1.65 in or more between Oct 17 and Oct 25. It would need the mid-October front to stall over Texas, or a post-front southerly overrunning event, and CPC's Oct 11 outlooks lean that way. With 3.36 in already banked, this needs only about one ordinary wet day, but no source shows a forecast of that magnitude.
NOT FOUND: Quantitative WPC/QPF totals for College Station for Oct 12–25. A forecast showing a heavy-rain event. The CPC outlook probabilities for Texas (only the tercile letters). Any confirmation of the Oct 12 official total.
report: no case
YES means: the TWC/Wunderground daily report for College Station (CLICLL) shows October 2026 total precipitation strictly above 5.00 in.
- [2026-10-11] The Houston Chronicle meteorologist's Oct 11 outlook says this week's rain will be scattered, seabreeze-driven showers. Most areas are likely to see under 0.5 in for the whole week, and Houston's chances are about 30–40%. Under that forecast, Oct 12–18 would add at most about 0.5 in at College Station. That leaves roughly 1.1+ in still needed in Oct 19–31. The Chronicle gives a Friday/Saturday front only 30–40% storm chances, with drier air behind it. https://www.houstonchronicle.com/news/houston-weather/forecast/article/humidity-houston-texas-stomms-cold-front-22471504.php
- [2026-10-11] The CPC 6–10 day discussion (Oct 17–21) favors above-normal precipitation for the Rio Grande Valley and Gulf Coast. That wet tilt comes from an early-period shortwave and a possible stalled front, after which ridging builds and the precipitation potential drops. The 8–14 day table (Oct 19–25) lists S Texas and N Texas as "A" for precipitation. This is a tercile tilt, not an amount. The discussion also describes only "brief pulses of precipitation". https://www.cpc.ncep.noaa.gov/products/predictions/610day/fxus06.html
- [2026-10-10] The CPC Week-2 Hazards Outlook (Oct 18–24) posted no precipitation hazard. It said Gulf Coast rain "could approach hazards thresholds" midweek, but timing and intensity are highly uncertain. No heavy-rain signal strong enough to be flagged exists for the late-October window. https://www.cpc.ncep.noaa.gov/products/predictions/threats/threats.php
- [2026-10-11] Wunderground's 10-day forecast for College Station shows partly cloudy conditions Oct 12–18, with about 0.02 in at most on Oct 15 and 0 on Oct 16–18. AccuWeather's 10-day shows 55% on Oct 12 and 13, 55% on Oct 16 (a stray storm), and a rising chance Oct 19–20. AccuWeather has about 72% on Oct 19, with "a couple of thunderstorms" on Oct 20. The models disagree. The one wetter signal comes after the front, around Oct 19–20. https://www.wunderground.com/forecast/us/tx/college-station and https://www.accuweather.com/en/us/college-station/77840/weather-forecast/346069
- [2026-10-08] Fox Weather's College Station page showed only a 24% chance for Tue Oct 13 and no rain on Oct 8. That fits a dry, ridge-dominated week. https://www.foxweather.com/local-weather/texas/college-station
- [2026-10-12] Arithmetic for NO: the 3.36 in already banked needs 1.65 in more, or 1.64 in under the official CLI figures. Typical October rain comes in 1–3 events. The month's normal for the rest of the month is about 3.3 in, but the median is below that because of skew. With a front that is weak or uncertain, one clean frontal passage producing under 1 in would leave the month at about 4.0–4.5 in. This reflects the earlier reports' climatology and my read of the forecasts.
- [2026-10-12] The Old Farmer's Almanac's Oct 15–21 and Oct 22–31 text for the Texas–Oklahoma region reads "isolated showers" and "rainy, then sunny". That is low-skill and carries no amounts, and its October total of 4.8 in is below the 5 in strike. I treat it as non-informative. https://www.almanac.com/weather/longrange/tx/College%20Station
- [2026-10-12] Resolution risk is two-sided. The strike sits about 1.6 in above the current total, so a small gauge difference between IEM and TWC (0.01–0.05 in) matters little. The rules also require "strictly greater" than 5. An exact 5.00 would resolve NO. The final TWC "Daily" report is the arbiter, and any missing-data or format issue defaults to the official value.
- [2026-10-12] Status quo: no source I found shows a heavy-rain event (1.5 in or more) forecast for College Station through Oct 19. The tropical threat is minimal in a strong El Niño year with a quiet Atlantic, per the earlier Oct 7 reports. Almost all of the needed rain must therefore come from a front or stalled boundary in Oct 19–31 that models do not yet resolve.
BOTTOM LINE: The best NO case is that the next 7–8 days are forecast scattered and light (under 0.5 in), so about 1.1+ in or more is still needed in an unforecast Oct 19–31 window. The CPC outlooks give only a mild wet lean there and flag no hazard. NO is the outcome unless a single sizable frontal or stalled-boundary event arrives late in the month.
NOT FOUND: Official CLICLL/TWC daily totals for Oct 1–11 beyond the colleagues' figures; WPC QPF amounts for College Station for Oct 12–19; a quantitative rainfall forecast for Oct 19–31; a CPC week 3–4 outlook; the NWS HGX Oct 12 AFD text (not re-fetched).
3. Forecasters 2 draws · Opus 5.5 + GPT · plain mean
claude-opus-5-5 · high effort
45% conf
| Yes | 43% |
| No | 57% |
(0) The condition is not met yet. The official NWS CLICLL report for Oct 11 shows 3.36 in month-to-date, so October 12–31 must add more than 1.64 in. IEM's KCLL daily data agree on the 3.36 in. (a) Twenty days remain, ending Oct 31. (b) If nothing changes, the month finishes around 3.4–4.0 in and resolves NO. The next week looks ridge-dominated with scattered sea-breeze showers; the Houston Chronicle expects under 0.5 in, and Wunderground is nearly dry through Oct 18. (c) NO: the Oct 16–17 front passes quickly with under 0.5 in and drier air behind it. Ridging then returns in late October, as the CPC discussion mentions, and the month ends near 4–4.5 in. (d) YES: the front stalls over Texas around Oct 19–22 and Gulf southerly flow sets up overrunning storms that drop 1.5–2+ in in one or two days. CPC's 6–10 and 8–14 day outlooks lean above-median for Texas and the Gulf Coast, Week-2 hazards notes possible rain near threshold levels around Oct 21–22, and AccuWeather shows 72% for Oct 19. Climatology for the rest of the month averages about 3.3 in but is right-skewed, so 1.64 in in 20 days is roughly a coin flip. With the first week forecast mostly dry, the odds tilt slightly below that, partly offset by the El Niño and CPC wet lean. The market at 45% (down from 53%) already prices this, so I stay close at 43%.
claude-opus-5-5 · high effort
50% conf
| Yes | 44% |
| No | 56% |
(0) Not resolved. The official NWS CLICLL report from Oct 11 shows 3.36 in month-to-date, so College Station needs more than 1.64 in over Oct 12–31. IEM daily data agree (1.48, 0.14, 1.48 and 0.26 in on Oct 1–4, then dry). (a) There are about 20 days left in the month. (b) If nothing changes, the month ends near 3.4–4.0 in and resolves No. Forecasts for Oct 12–18 are scattered seabreeze showers: under 0.5 in per the Houston Chronicle, and nearly dry per Wunderground. (c) No: the Oct 16–17 front passes quickly with under half an inch. Ridging then returns, and late October stays mostly dry, as in Oct 2025, which had only one big day. (d) Yes: the front stalls over Texas around Oct 17–22, and southerly overrunning produces one 1.5–2 in event. CPC's 6–10 day and 8–14 day outlooks lean above-normal for the Gulf Coast and Texas, and the Week-2 hazards text mentions rain near thresholds around Oct 21–22. AccuWeather also shows a wet Oct 19–20. Climatologically, the rest of October averages about 3.3 in, but the distribution is skewed, so the median is lower. With roughly the first week likely light, the effective window is about Oct 17–31 and still needs about 1.2–1.6 in. That is close to a coin flip, and the El Niño and CPC wet lean partly offsets the dry near-term forecast. The Kalshi price is 45% (bid 44, ask 47) and falling. I see no clear edge, so I am slightly below the market.
4. Final plain mean of 2 draws
44%
(48% confidence)
Yes: 44%
No: 56%
Mean of 2 draws (0.43, 0.44). (0) The condition is not met yet. The official NWS CLICLL report for Oct 11 shows 3.36 in month-to-date, so October 12–31 must add more than 1.64 in. IEM's KCLL daily data agree on the 3.36 in. (a) Twenty days remain, ending Oct 31. (b) If nothing changes, the month finishes around 3.4–4.0 in and resolves NO. The next week looks ridge-dominated with scattered sea-breeze showers; the Houston Chronicle expects under 0.5 in, and Wunderground is nearly dry through Oct 18. (c) NO: the Oct 16–17 front passes quickly with under 0.5 in and drier air behind it. Ridging then returns in late October, as the CPC discussion mentions, and the month ends near 4–4.5 in. (d) YES: the front stalls over Texas around Oct 19–22 and Gulf southerly flow sets up overrunning storms that drop 1.5–2+ in in one or two days. CPC's 6–10 and 8–14 day outlooks lean above-median for Texas and the Gulf Coast, Week-2 hazards notes possible rain near threshold levels around Oct 21–22, and AccuWeather shows 72% for Oct 19. Climatology for the rest of the month averages about 3.3 in but is right-skewed, so 1.64 in in 20 days is roughly a coin flip. With the first week forecast mostly dry, the odds tilt slightly below that, partly offset by the El Niño and CPC wet lean. The market at 45% (down from 53%) already prices this, so I stay close at 43%.
Pipeline Timing
Total pipeline time: 63.8s
Per-tool research timings shown in the Research section above.