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Rain in Austin in Oct 2026? — Above 4 inches
12%
Agent
23%
Market Price
-10.5%
Edge
61%
Confidence
2,502
Volume
14.0c
Spread
14
Days to resolution
7
Markets in event
final rationale
Mean of 2 draws (0.10, 0.15) after one crux research pass. (0) The condition is not met. The NWS CLIAUS (Austin Bergstrom) report of Oct 16 shows 1.75 in month-to-date. Settlement needs strictly more than 4.00 in, so about 2.26 in more is required. Follow-up research confirmed that CLIAUS is the Bergstrom gauge and not Camp Mabry, which sits at 2.63 in. (a) There are 15 days left, through Oct 31. (b) The status quo is No: NWS, UT's Troy Kimmel and KVUE all forecast no rain through about Oct 22–23, which leaves roughly 8–9 days to produce more than 2.25 in at a single airport gauge. (c) No case: the Oct 23–25 'stormier pattern' brings scattered showers or misses Austin, as the Oct 16 front did (forecast up to 0.5 in, actual 0.00), and the month ends near 2–3 in. (d) Yes case: a slow-moving Southwest low pulls in El Niño-enhanced Pacific and Gulf moisture around Oct 24–30, and Bergstrom gets a 2.5+ in event. CPC's 8–14 day outlook does favor above-median Texas precipitation for that window. Climatologically, a 2.3+ in total over about 9 late-October days happens maybe 10–15% of the time, and the El Niño tilt offsets this month's wet forecast bias. The Kalshi anchor is a last close of 13% with a wide 9/22 spread, and I land slightly below that at about 10%.
price vs. prediction
market price
agent forecast at t+0
1 follow-up
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
kalshi_direct
resolution_source
kalshi_related
article_search
Planner reasoning
The Kalshi price is the anchor. The resolution source (NWS CLI for Austin Camp Mabry, CLIAUS) shows month-to-date precipitation through Oct 17, which matters most. Sibling strike markets in the same series show the market's full distribution. A targeted search for the Austin forecast and any heavy rain outlook covers the remaining two weeks.
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 4 inches** (KXRAINAUSM-26OCT-4) - Current price (probability): 23.00% (live; bid 9% / ask 22%) - Last daily close (2026-10-17): 13.00% - 7-day price change: -17.00% - 30-day price change: -63.00% - Average daily volume: 164 contracts - Price range: 13.00% - 86.00% - Data points: 15 days
- resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=2026-10-16 5:33 PM CDT (CLIAUS, valid as of 5:00 PM local). The latest NWS Austin/San Antonio CLIAUS daily climate report was issued at 5:33 PM CDT on Oct 16, 2026, for Austin Bergstrom. It shows October month-to-date precipitation of 1.75 inches (normal 1.91), with 0.00 inches falling on Oct 16. For the market to resolve Yes, more than
- kalshi_related: 1 related markets / summaries. series KXRAINAUSM: 0 markets (skipped 13 no-signal) | keyword 'Austin rain October': ok
- article_search: Fetched 10 unique articles across 2 queries (lookback=7d). 'Austin Texas rain forecast late October 2026': 8 articles | 'Central Texas heavy rain flood outlook October 2026': 8 articles
Research loops, bottom lines
- current state: As of Oct 16, Bergstrom (the CLIAUS site) had 1.75 in, so about 2.26 in more is needed in the final 15 days. The first week is forecast dry, so Yes depends on a heavy-rain event around Oct 23–31. As of Oct 16, the NWS rated it uncertain.
- base rate: Austin needs more than 1.37" over the last 15 days of the month, against a normal of about 2.0" for that stretch. Rain is a thin-tailed climatological event, but the 1.37" threshold is exceeded in perhaps 35–45% of years. The wet El Niño tilt is a mild upward nudge, while the current forecast is mostly dry apart from a possible rise in rain chances around Oct 19–23.
- yes case: The best Yes path is the Oct 22–26 Southwest low, boosted by El Niño Pacific moisture, delivering a Bergstrom-specific total of 2.3 in or more. It would then be followed by a wet Oct 27–31. CPC favors above-median rain for Texas in Oct 24–30, but the 6–10 day discussion shows ridging and below-normal odds toward the Gulf Coast. No source quantifies an Austin total.
- no case: Bergstrom is at 1.75 in and needs a further 2.26 in, with the first 6–7 days dry by NWS and UT forecasts. Yes needs one large event in roughly Oct 23–31, and the only guidance for it is a vague "stormier pattern" with high model spread. This month's forecasts have already overestimated Austin rain once.
Crux follow-up
- The evidence favors No. Bergstrom needs more than 2.25 in in about 15 days, and the first several days look dry. If Camp Mabry were the gauge, the requirement would drop to 1.37 in. The evidence does not support that reading.
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| kalshi_direct | OK | 0.2s | 1 | ## This Market's Kalshi Data **Above 4 inches** (KXRAINAUSM-26OCT-4) - Current price (probability): 23.00% (live; bid 9% / ask 22%) - Last daily close (2026-10-17): 13.00% - 7-day price change: -17.00% - 30-day price change: -63.00% - Average daily volume: 164 contracts - Price range: 13.00% - 86.0 |
| resolution_source | OK | 4.8s | 1 | already_resolved=unclear; matches_criteria=True; last_updated=2026-10-16 5:33 PM CDT (CLIAUS, valid as of 5:00 PM local). The latest NWS Austin/San Antonio CLIAUS daily climate report was issued at 5:33 PM CDT on Oct 16, 2026, for Austin Bergstrom. It shows October month-to-date precipitation of 1.7 |
| kalshi_related | OK | 0.9s | 1 | 1 related markets / summaries. series KXRAINAUSM: 0 markets (skipped 13 no-signal) | keyword 'Austin rain October': ok |
| article_search | OK | 0.3s | 10 | Fetched 10 unique articles across 2 queries (lookback=7d). 'Austin Texas rain forecast late October 2026': 8 articles | 'Central Texas heavy rain flood outlook October 2026': 8 articles |
research loops
·
4/4 ok ·
15 searches ·
0 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 18s | 3 | 0 | 3583 chars |
| base rate | OK | 18s | 4 | 0 | 4016 chars |
| yes case | OK | 20s | 4 | 0 | 4947 chars |
| no case | OK | 24s | 4 | 0 | 5391 chars |
report: current state
- [2026-10-16] The resolution source is the CLIAUS climate report, which covers Austin Bergstrom (the airport), not Camp Mabry. The 5:33 PM CDT Oct 16 report shows month-to-date precipitation of 1.75 in, against a normal of 1.91 in. Oct 16 itself was 0.00. Year-to-date is 25.33 in, against a normal of 27.94 in. The market needs strictly more than 4.00 in, so it needs about 2.26 in more over Oct 17–31. https://forecast.weather.gov/product.php?site=EWX&product=CLI&issuedby=AUS
- [2026-10-01 to 10-03] A stalled front and tropical moisture, including moisture from Hurricane Rachel, brought a Level 3 of 4 flood risk and a Flood Watch to Central Texas on Oct 1. This produced nearly all of the month's rain. Camp Mabry recorded nearly 2 in over Oct 1–3. https://cbsaustin.com/news/local/heavy-rain-floods-western-hill-country-as-more-storms-take-aim-at-central-texas
- [2026-10-05] Statesman reported Camp Mabry at nearly 2 in for Oct 1–3, then a dry pattern. A Gulf disturbance had about a 30% NHC chance of forming (Bay of Campeche, 7-day window). https://wisevoter.com/world/us/tx/austin/2026/10/05/austin-records-two-inches-rain
- [2026-10-07] Austin's 2026 total was 26.38 in, about 1 in below normal. The Climate Prediction Center had an above-normal rain outlook through mid-October. That outlook has not verified: the rest of the period was mostly dry. https://www.statesman.com/weather/article/austin-weather-sunshine-cool-temperatures-22465287.php
- [2026-10-15] RainDrop (an ZIP 78749 gauge-based report, not official) showed 0.00 in on each of Oct 9–15 and 2.07 in for October to date. https://www.raindrop.farm/rainfall-totals/zipcode/78749
- [2026-10-14/16] A strong cold front crossed Austin early on Oct 16. Rain chances ahead of it were 30–40%, with most places under 0.25 in. Heavier rain was aimed at the Rio Grande and Val Verde County. Bergstrom recorded 0.00 on Oct 16. https://www.statesman.com/weather/article/austin-weather-heat-humidity-cold-front-22473307.php
- [2026-10-16] NWS point forecast for Bergstrom (issued 11:44 PM CDT Oct 16, valid through Oct 23): sunny or mostly sunny every day, with no precipitation mentioned. Highs warm from 70°F on Sat to 89°F by Thu. Oct 17–23 therefore looks dry. https://forecast.weather.gov/MapClick.php?lat=30.2&lon=-97.68&unit=0&lg=english&FcstType=text
- [2026-10-16] NWS Austin/San Antonio forecast discussion: cool and dry through the weekend, then a warming trend. Southwesterly flow aloft and western US troughing "could set the stage for a stormier pattern" late in the week into next weekend (about Oct 23–25). It adds that it is "still too far out" to say where rain might fall. https://forecast.weather.gov/product.php?site=EWX&product=AFD&issuedby=EWX
- [2026-10-16] Climatology: the Camp Mabry October average is about 3.1 in (WeatherSpark). Bergstrom's normal for 10/1–10/16 is 1.91 in, so the normal for the full month is higher. Totals above 6 in are rare but occur. Over Oct 17–31, the 2.26 in needed would have to come almost entirely from the late-week system or one after it. https://weatherspark.com/y/145910/Average-Weather-at-Austin-City-Austin-Camp-Mabry;-Texas;-United-States-Year-Round
BOTTOM LINE: As of Oct 16, Bergstrom (the CLIAUS site) had 1.75 in, so about 2.26 in more is needed in the final 15 days. The first week is forecast dry, so Yes depends on a heavy-rain event around Oct 23–31. As of Oct 16, the NWS rated it uncertain.
NOT FOUND: The Oct 17 CLIAUS report, a CPC 8–14 day outlook for late October, WPC rainfall totals for Oct 23–31, and any Kalshi sibling-strike prices.
report: base rate
- [2026-10-16] Camp Mabry (CLIAUS) month-to-date rainfall is 2.63" through 5 pm on Oct 16. The normal to date is 1.87". Oct 16 had a trace of rain. To pass 4", Austin needs more than 1.37" over Oct 17–31. https://forecast.weather.gov/product.php?site=EWX&issuedby=ATT&product=CLI&format=CI&version=1&glossary=0
- [2026-10-16] The CLI normal period is 1991–2020. The 1991–2020 October normal is 3.91", so 4" is only slightly above the normal. The normal for the rest of the month is about 2.0". https://www.statesman.com/story/weather/2021/11/02/october-rain-temperature-austin-numbers-might-surprise-you/6212513001/
- [2026-10-05] Camp Mabry recorded nearly 2" on Oct 1–3, which is where most of the MTD total comes from. https://www.statesman.com/weather/article/austin-forecast-sunshine-returns-gulf-disturbance-22461933.php
- [2026-10-01] The NWS Austin/San Antonio forecast discussion of Oct 1 expected widespread 1–4" with a flood watch, then lighter totals over the weekend. https://forecast.weather.gov/product.php?site=ewx&issuedby=ewx&product=afd&format=CI&version=1&glossary=1
- [2026-10-17] Climatology: the median October at Camp Mabry is about 1.4–5.9" for the middle half of years, and one year in four is wetter than the upper figure. A month above 4" therefore happens in roughly 40% of years. This is a reference-class estimate, not a counted frequency. https://www.currentresults.com/Weather/Texas/Places/austin-weather-in-october.php
- [2026-10-17] Weatherspark gives a mean of about 2.9–3.1" for the month and a 31-day range that rarely exceeds 6.7", so the distribution is right-skewed. The mean is pulled up by a few big months. Examples are Oct 2021 at 5.3", with 2.45" on one day, and the Oct 25–26, 2023 heavy-rain event. Oct 2024 was the 2nd driest on record. https://weatherspark.com/m/145910/10/Average-Weather-in-October-at-Austin-City-Austin-Camp-Mabry;-Texas;-United-States
- [2026-10-14] NWS and Statesman: a front was expected to leave a dry forecast in the eastern half of the area, with a warming trend and rising rain chances "next week", meaning roughly Oct 19–23. No specific amounts were given. https://www.statesman.com/weather/article/austin-weather-heat-humidity-cold-front-22473307.php
- [2026-10-13] KXAN, Oct 12–13: widely scattered rain through midweek and a strong cold front late in the week, with a limited rain chance on the weekend. https://www.kxan.com/weather/forecast/hot-and-humid-to-start-the-week-cold-front-on-the-way/
- [2026-10-07] KXAN (updated Sep 30; the page returned 403 on fetch, so this is from the search snippet only): a very strong El Niño is developing. The October outlook favors a wet month, "largely thanks to" the wet first two days. The outlook for the rest of the year also leans wet. https://www.kxan.com/weather/weather-blog/forecast-to-end-2026-el-nino-rains-on-the-way/
- [2026-10-07] The Climate Prediction Center outlook was reported to favor above-normal Texas rainfall. This is a tilt, not an amount. The Old Farmer's Almanac forecast is low quality and gives no Austin-specific figure. https://www.statesman.com/weather/article/austin-weather-fall-temperatures-sunshine-22462879.php
- [2026-10-05] The National Hurricane Center gave a 30% chance of Bay of Campeche formation. No later tropical threat to Austin was found. https://wisevoter.com/world/us/tx/austin/2026/10/05/austin-records-two-inches-rain
BOTTOM LINE: Austin needs more than 1.37" over the last 15 days of the month, against a normal of about 2.0" for that stretch. Rain is a thin-tailed climatological event, but the 1.37" threshold is exceeded in perhaps 35–45% of years. The wet El Niño tilt is a mild upward nudge, while the current forecast is mostly dry apart from a possible rise in rain chances around Oct 19–23.
NOT FOUND: a quantitative multi-day QPF for Oct 17–31. A dataset-based count of years with October above 4" (I used the NCEI-derived percentiles instead). Sibling-strike or other-venue market prices. A readable KXAN page, which returned 403.
report: yes case
YES means: Total October 2026 precipitation at CLIAUS (Austin Bergstrom) is strictly greater than 4.00 inches.
- [2026-10-16] The CPC 8–14 day outlook for Oct 24–30 (issued Oct 16) favors above-median precipitation for N, S and W Texas. The 6–10 day outlook for Oct 22–26 puts high above-normal odds across the Interior West and Great Plains. It cites a surface low from the Southwest that lifts across the Plains early in the period. That low is the most likely path to YES. The 6–10 discussion says ridging and below-normal odds hold from the Ohio Valley to the Gulf Coast, which is a drag on the Yes case. The discussion notes Pacific moisture from Hurricane Trudy may be entrained into the system. https://www.cpc.ncep.noaa.gov/products/predictions/610day/fxus06.html
- [2026-10-16] The NWS Austin/San Antonio discussion (6:15 PM) says the weekend is cool and dry. It adds that southwesterly flow aloft with western troughing "could set the stage for a stormier pattern" late next week into the weekend, i.e. Oct 23–25. It also says the headline is "a potential return to a more active pattern." No amounts are given, and the Austin-area PoPs through Sunday night are 0. Prerequisite for Yes: this system must drop about 2.3 in at Bergstrom. https://forecast.weather.gov/product.php?site=EWX&product=AFD&issuedby=EWX
- [2026-10-15] The NWS five-day QPF summary (via Drought.gov, covering Oct 15–20) shows 2–5 in widespread over central and eastern Texas into Oklahoma, Arkansas and Missouri, with localized amounts above 5 in. That summary is dated Oct 15 and predates the front's passage. Later Austin forecasts show Oct 16–23 dry, so this probably did not verify for Austin. It does show that the pattern can produce heavy-rain totals in the region. https://www.drought.gov/forecasts
- [2026-10-15] KLTV (East Texas) says CPC continues to flag heavy-rain and flooding potential for East Texas toward the end of next week (about Oct 22–24), with rain chances returning by the end of the week. Austin sits on the western edge of that area, so the same system could reach it. https://www.kltv.com/video/2026/10/15/strong-cold-front-high-fire-risk-friday-plus-noaas-winter-outlook-october-15-2026/
- [2026-10-17] A Nebraska extension article says heavy precipitation is forecast in the last week of October from eastern Nebraska and Iowa south into Kansas and Texas. The outlook is tied to a record-strength El Niño and an enhanced subtropical jet. This is a regional forecast, not an Austin-specific one. https://www.thefencepost.com/news/a-strong-to-very-strong-el-nino-will-impact-winter-2026-2027/
- [2026-10-12] Mechanism: the very strong El Niño is feeding an active eastern Pacific. A Houston Chronicle piece on Polo and Odalys says El Niño draws deep tropical moisture toward Texas. The same moisture produced the Oct 1–3 event, which had Austin forecasts near 4 in over four days. Another Pacific hurricane (Trudy) is now active, so a repeat is physically plausible. https://www.houstonchronicle.com/news/houston-weather/hurricanes/article/hurricane-polo-el-nino-texas-weather-22443392.php
- [2026-10-07] Historical analog: the October 2015 strong El Niño brought Patricia's remnants and widespread rain to South-Central Texas, ending a multi-year drought, per NWS Austin/San Antonio's ENSO StoryMap. KXAN notes only one of the four very strong El Niño falls since 1950 was wetter than normal in Austin, which cuts against Yes. https://storymaps.arcgis.com/stories/c211dd9f2fb84c918f2c1e7753e76eb0
- [2026-10-11] A Statesman item says the GFS gave up to 0.5 in for Austin through Oct 16. Frontal timing was "highly inconsistent." Guidance has underestimated or misplaced the heavy rain before, and forecasts after Oct 23 are low-confidence. Bergstrom's 0.00 on Oct 16 shows this front did not help the total. https://www.statesman.com/weather/article/austin-weather-forecast-sunday-humidity-rain-22471258.php
- [2026-10-16] The two climatology figures differ by site. Bergstrom's 1.75 in needs 2.26 in more. The base-rate report puts Camp Mabry's total at 2.63 in, which needs 1.37 in. The official CLIAUS value is Bergstrom, per the current-state report, so the harder number applies. Yes needs a single event of about 2.3 in at the airport, or two moderate events. https://forecast.weather.gov/product.php?site=EWX&product=AFD&issuedby=EWX
BOTTOM LINE: The best Yes path is the Oct 22–26 Southwest low, boosted by El Niño Pacific moisture, delivering a Bergstrom-specific total of 2.3 in or more. It would then be followed by a wet Oct 27–31. CPC favors above-median rain for Texas in Oct 24–30, but the 6–10 day discussion shows ridging and below-normal odds toward the Gulf Coast. No source quantifies an Austin total.
NOT FOUND: A quantitative WPC QPF for Austin for Oct 22–31, the CPC probability maps for Austin itself, and the Oct 17 CLIAUS report. I also found no Kalshi sibling-strike prices, and I did not search for them.
report: no case
YES means: the CLIAUS (Austin Bergstrom) daily climate reports show October 2026 total precipitation strictly greater than 4.00 in.
- [2026-10-16] The settlement station is Bergstrom. The NWS CLIAUS issued 5:33 PM CDT Oct 16 shows month-to-date 1.75 in, with Oct 16 at 0.00. Bergstrom needs 2.26 in more, strictly above 4.00, so exactly 4.00 resolves NO. The 2.63 in figure in the base-rate report is the Camp Mabry CLI (ATT), a different product. Bergstrom has been the drier gauge, which makes the threshold harder to reach. Source: https://forecast.weather.gov/product.php?site=EWX&product=CLI&issuedby=AUS
- [2026-10-16] The Bergstrom CLI "since Sep 1" total is 1.83 in, 3.11 in below normal. Bergstrom's fall has run dry, with almost all of October's rain from Oct 1–3. The 2.26 in must fall in the 15 days left, with the first week forecast dry. Source: https://forecast.weather.gov/product.php?site=EWX&product=CLI&issuedby=AUS
- [2026-10-16] The 6:15 PM NWS Austin/San Antonio discussion gives 0% PoPs for Bergstrom through Sunday night. The long-term section calls the weekend cool and dry, then a slow warm-up. Only "a potential return to a more active pattern" is mentioned for about Oct 24–25, with no amounts and little confidence. Source: https://forecast.weather.gov/product.php?site=EWX&product=AFD&issuedby=EWX
- [2026-10-17] UT's Troy Kimmel (weekend update) forecasts no rainfall for the I-35 corridor over the 7 days ending Friday Oct 23. He lists no hazards through Thu Oct 22 and has high to very high confidence through Wednesday. He expects highs near 90°F on Oct 22. Only "at least slim rain chances" come later in the week. Realistically this leaves about Oct 23–31 (9 days) to produce 2.26 in. Source: https://weather.utexas.edu/
- [2026-10-17] Consumer 10-day products are mostly dry too. KVUE shows 1–6% rain chances through Oct 23, then 12–18% on Oct 24–25. Those are light chances for a 2+ inch event. Source: https://www.kvue.com/weather/
- [2026-10-16] The CPC 6–10 day discussion (Oct 15) says model agreement on the pattern is high. For week 2 (Oct 23–29) it says confidence is lower: the pattern turns more zonal, with large ensemble spread and shortwaves that may matter. A zonal pattern usually means fewer slow, Gulf-fed heavy-rain setups. The wet tilt reported in the UT summary (CPC 8–14 day "better chances of above normal") is a probability shift among terciles, not an amount. Source: https://www.cpc.ncep.noaa.gov/products/predictions/610day/fxus06.html
- [2026-10-15] The national drought.gov weekly look-ahead places the 2–5 in totals for Oct 15–20 in central and eastern Texas into Oklahoma and Arkansas. That forecast was issued before the Oct 16 front, which gave Bergstrom 0.00, and later NWS products show Austin dry through Oct 22. The heavy rain went west and north. Source: https://www.drought.gov/forecasts
- [2026-10-14] The Oct 12–16 forecast process ran too wet for Austin. The Oct 11 Statesman had the GFS giving Austin up to 0.5 in by Friday. The Oct 14 NWS discussion said eastern-area chances had fallen to "a dry forecast". The Oct 15 NWS call was only 0.1–0.2 in. Bergstrom ended with a trace at most. The model-error direction this month has been wet bias at Austin. Source: https://www.statesman.com/weather/article/austin-weather-cold-front-north-winds-22476581.php
- [2025-10-21] There are recent dry-October precedents. October 2024 was the second driest on record, with 0.01 in at Camp Mabry. October 2025 ended at 2.76 in despite a wet-pattern El Niño-free setup. Two straight years have finished under 4 in. In 2025, the late-month rain came from a single event on Oct 24–25, which made 1–2 in widespread. Even a comparable event this year would likely land near or below the 2.26 in needed. Source: https://www.kxan.com/weather/weather-blog/october-was-much-too-warm-far-too-dry/
- [2026-10-16] Historical context favors NO at this site. The Bergstrom normal for Oct 1–16 is 1.91 in, so the month-to-date deficit is small. The 1991–2020 Camp Mabry October normal is 3.91 in. That figure is below 4 in, and the median is lower than the mean because wet months like 2013 (13.28 in) skew the mean. A typical remaining-15-day total is about 2 in at the mean and less at the median. Source: https://www.kxan.com/weather/weather-blog/austins-weather-extremes-hottest-coldest-and-wettest-october-records/
- [2026-10-16] The resolution mechanics add one more way to lose. The rules name the TWC Daily report and the CLIAUS climate report. Late data corrections or missing-data (M) days are treated as erroneous-data cases. Neither adds rain beyond the 1.75 in observed. The "strictly greater than 4 inches" wording means a total of exactly 4.00 resolves NO. Source: https://forecast.weather.gov/product.php?site=EWX&product=CLI&issuedby=AUS
BOTTOM LINE: Bergstrom is at 1.75 in and needs a further 2.26 in, with the first 6–7 days dry by NWS and UT forecasts. Yes needs one large event in roughly Oct 23–31, and the only guidance for it is a vague "stormier pattern" with high model spread. This month's forecasts have already overestimated Austin rain once.
NOT FOUND: The Oct 17 CLIAUS report, WPC multi-day QPF past Oct 22, Kalshi sibling-strike prices, and a counted frequency of Bergstrom Octobers above 4 in. I could not read the CPC 8–14 day precipitation map's probability values directly, only UT's summary of it.
3. Forecasters 2 draws · Opus 5.5 + GPT · plain mean · re-drawn after crux research
crux research
The first round disagreed: the forecasts rest on claims no source in the evidence confirms: (1) CLIAUS settlement station is Austin Bergstrom with 1.75 in MTD rather than Camp Mabry at 2.63 in (if Camp Mabry, Yes probability roughly doubles to ~25-30%); (2) That Kalshi's CLIAUS settlement uses Austin-Bergstrom (1.75 in MTD) rather than Camp Mabry (2.63 in MTD); if Camp Mabry, only ~1.37 in needed and probability would be ~25%.
One more research loop went after the crux and every draw below was redone with its report.
first-round draws:
11%, 10%
· crux loop: 3 searches, 0 page reads
report: crux
CRUX: The settlement station is CLIAUS, which is Austin-Bergstrom and not Camp Mabry (CLIATT). This claim holds. Bergstrom is at 1.75 in month-to-date, so it needs more than 2.25 in more.
- 2026-10-16: The NWS CLIAUS product is titled "Austin Bergstrom Climate Summary". It was issued 5:33 PM CDT on Oct 16. It shows 0.00 in for the day and 1.75 in month-to-date, against a 1.91 in normal. Source: https://forecast.weather.gov/product.php?site=EWX&product=CLI&issuedby=AUS
- 2026-10-16: The separate Camp Mabry product has the ID CLIATT. It shows a trace for the day and 2.63 in month-to-date. The 2.63 in figure is therefore Mabry's, and the two gauges differ by 0.88 in this month. Source: https://forecast.weather.gov/product.php?site=EWX&product=CLI&issuedby=ATT
- 2026-10-14: The Oct 14 daily Austin market on Coinbase names CLIAUS as its station and points to weather.com/kalshi as the data location. This is the sibling daily contract, not the monthly one. Source: https://www.coinbase.com/predictions/event/KXRAIN-26OCT14
- Robinhood's Austin monthly pages (Sep 2026, May 2026) describe the market as precipitation "at CLIAUS", verified from the National Weather Service. They say it is a sum of NOAA daily summaries, falling back to the NWS Monthly Climate Report. Source: https://robinhood.com/us/en/prediction-markets/climate/events/rain-in-austin-in-sep-2026-sep-01-2026/
- 2026-09/10: TurbineFi, a secondary source, says Austin settles on Bergstrom and not Camp Mabry (CLIAUS). It says precipitation still settles on NWS climate reports. Source: https://www.turbinefi.com/blog/how-to-trade-kalshi-weather-markets-2026
- The NWS CLI product for CLIAUS has "Austin Bergstrom" in its header, and Camp Mabry's product is CLIATT. That matches the mapping above. The one wrinkle is the contract text: the question's rules cite "TWC Report (Daily)", and the Coinbase page says The Weather Company. The station ID is still CLIAUS.
- 2026-10-14: The Statesman says the NWS discussion had dropped rain chances for the eastern half of the area. It expects "increasing rain chances" the following week, though it gives no amounts. Source: https://www.statesman.com/weather/article/austin-weather-heat-humidity-cold-front-22473307.php
- Climatology: the Bergstrom October normal is about 1.91 in to date on Oct 16. The Statesman says Austin's October averages almost 4 in. Source: https://www.statesman.com/weather/article/austin-weather-fall-temperatures-sunshine-22462879.php
BOTTOM LINE: The evidence favors No. Bergstrom needs more than 2.25 in in about 15 days, and the first several days look dry. If Camp Mabry were the gauge, the requirement would drop to 1.37 in. The evidence does not support that reading.
NOT FOUND: I did not open the Kalshi rulebook page for this exact monthly contract. I did not retrieve a primary-source rainfall-amount forecast (WPC or NWS QPF) for Oct 23–31. Whether TWC's "Daily" report differs numerically from the NWS CLI at Bergstrom was not established.
claude-opus-5-5 · high effort
62% conf
| Yes | 10% |
| No | 90% |
(0) The condition is not met. The NWS CLIAUS (Austin Bergstrom) report of Oct 16 shows 1.75 in month-to-date. Settlement needs strictly more than 4.00 in, so about 2.26 in more is required. Follow-up research confirmed that CLIAUS is the Bergstrom gauge and not Camp Mabry, which sits at 2.63 in. (a) There are 15 days left, through Oct 31. (b) The status quo is No: NWS, UT's Troy Kimmel and KVUE all forecast no rain through about Oct 22–23, which leaves roughly 8–9 days to produce more than 2.25 in at a single airport gauge. (c) No case: the Oct 23–25 'stormier pattern' brings scattered showers or misses Austin, as the Oct 16 front did (forecast up to 0.5 in, actual 0.00), and the month ends near 2–3 in. (d) Yes case: a slow-moving Southwest low pulls in El Niño-enhanced Pacific and Gulf moisture around Oct 24–30, and Bergstrom gets a 2.5+ in event. CPC's 8–14 day outlook does favor above-median Texas precipitation for that window. Climatologically, a 2.3+ in total over about 9 late-October days happens maybe 10–15% of the time, and the El Niño tilt offsets this month's wet forecast bias. The Kalshi anchor is a last close of 13% with a wide 9/22 spread, and I land slightly below that at about 10%.
claude-opus-5-5 · high effort
60% conf
| Yes | 15% |
| No | 85% |
(0) Not resolved: the CLIAUS report (Austin-Bergstrom, confirmed distinct from Camp Mabry's CLIATT) shows 1.75 in month-to-date as of Oct 16, so at least 2.26 in more is needed by Oct 31. (a) 15 days remain. (b) Status quo is No: NWS point forecast, UT's Kimmel (high confidence) and KVUE all show Oct 17–23 dry. (c) No: dry through Oct 22, then the vague 'stormier pattern' around Oct 23–25 gives scattered or light rain, as on Oct 16 when guidance ran too wet and Bergstrom got 0.00; month ends near 2–3 in. (d) Yes: a Southwest low with Pacific/Trudy moisture under a strong El Niño stalls over Central Texas Oct 23–27 and drops 2.3+ in at the airport; CPC 8–14 day leans above-median for Texas and Oct 1–3 shows it is possible. About 2.3 in in a ~9-day window is uncommon, roughly 15–20% even with the wet tilt. Market last close 13%, bid 9 / ask 22; I price near the middle.
4. Final plain mean of 2 draws · second round
12%
(61% confidence)
Yes: 12%
No: 88%
Mean of 2 draws (0.10, 0.15) after one crux research pass. (0) The condition is not met. The NWS CLIAUS (Austin Bergstrom) report of Oct 16 shows 1.75 in month-to-date. Settlement needs strictly more than 4.00 in, so about 2.26 in more is required. Follow-up research confirmed that CLIAUS is the Bergstrom gauge and not Camp Mabry, which sits at 2.63 in. (a) There are 15 days left, through Oct 31. (b) The status quo is No: NWS, UT's Troy Kimmel and KVUE all forecast no rain through about Oct 22–23, which leaves roughly 8–9 days to produce more than 2.25 in at a single airport gauge. (c) No case: the Oct 23–25 'stormier pattern' brings scattered showers or misses Austin, as the Oct 16 front did (forecast up to 0.5 in, actual 0.00), and the month ends near 2–3 in. (d) Yes case: a slow-moving Southwest low pulls in El Niño-enhanced Pacific and Gulf moisture around Oct 24–30, and Bergstrom gets a 2.5+ in event. CPC's 8–14 day outlook does favor above-median Texas precipitation for that window. Climatologically, a 2.3+ in total over about 9 late-October days happens maybe 10–15% of the time, and the El Niño tilt offsets this month's wet forecast bias. The Kalshi anchor is a last close of 13% with a wide 9/22 spread, and I land slightly below that at about 10%.
Pipeline Timing
Total pipeline time: 82.2s
Per-tool research timings shown in the Research section above.