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Will the Rhine River return to normal levels between October 1 and October 31, 2026?
28%
Agent
36%
Market Price
-7.5%
Edge
55%
Confidence
57,112
Volume
3.0c
Spread
14
Days to resolution
4
Markets in event
final rationale
Mean of 2 draws (0.29, 0.27). (0) Not met: PegelOnline shows Kaub at 11 cm on 17 Oct, with readings of 0–16 cm over 15 days and nothing near 77 cm for about a month. (a) About 14 days remain to 31 Oct. (b) The status quo is No: the gauge is 66 cm short after record lows, and dry soils damp the runoff response to rain. (c) No path: the 17–21 Oct rain lands at or below forecast. Today's deterministic ELWIS forecast has only about 25 cm on 21 Oct, and the BfG median peak is about 45 cm. The dry spell from 22–29 Oct then lets levels recede, as the July and August bumps did. (d) Yes path: the 16 Oct BfG ensemble gives up to a 27% chance of a daily mean above 77 cm (peaking 23 Oct, about 14–24% on 21–24 Oct). A single 15-minute reading counts, and the August 5→75 cm rebound shows a fast rise is possible. The market anchor is 35.5%, and the sister 'fail' market implies about 37.5% Yes. I shade slightly lower because the latest deterministic run is at the low end of the ensemble and earlier forecast bumps in this drought underdelivered. Cumulative ensemble exceedance is probably around 30%.
price vs. prediction
market price
agent forecast at t+0
1 follow-up
re-scan context
This market has been scanned before. Previous predictions:
| date | predicted | market price | confidence |
|---|---|---|---|
| 2026-10-10 | 23% | 25% | 61% |
| 2026-10-03 | 26% | 28% | 62% |
| 2026-09-24 | 28% | 34% | 62% |
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
polymarket_direct
resolution_source
polymarket_related
article_search
Planner reasoning
This question resolves on the Kaub gauge reading at PegelOnline, so the resolution source is the key input. I'll fetch the station page and its measurement data to get the current level and recent trend. polymarket_direct gives the price anchor, and polymarket_related picks up the sibling date-bucket markets. A targeted search for Rhine level forecasts (BfG/ELWIS) covers the predicted rise in the water level.
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
- polymarket_direct: ## This Market's Polymarket Data **Will the Rhine River return to normal levels between October 1 and October 31, 2026?** - Current price (probability): 35.50% (live; bid 34% / ask 37%) - 7-day price change: +10.00% - 30-day price change: -18.00% - Total volume: $57,112 (USD notional) - Price range: 13.50% - 65.50% - Data points: 42 days
- resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=2026-10-17 11:15 (Berlin time). PegelOnline shows the Kaub gauge (25700100) at 11 cm at 11:15 on 17.10.2026, with discharge at 484 m³/s at 11:00. The GlW reference is 77 cm. In the 15-day series I could see (from 2026-10-02 11:30 onward), readings sit between 0 and 12 cm, nowhere near 77 cm.
- polymarket_related: Polymarket search over 2 keyword(s), kept 2 matches. keyword 'Rhine': 2 markets | keyword 'Kaub': 0 markets
- article_search: Fetched 15 unique articles across 2 queries (lookback=10d). 'Kaub Pegel Vorhersage Oktober 2026': 8 articles | 'Rhine Kaub water level forecast rain October 2026': 8 articles
Research loops, bottom lines
- current state: Kaub is at about 11 cm, 66 cm short of 77 cm. The official BfG forecast peaks at a median of about 45 cm on 10-21, with only the 90th percentile touching 80 cm, and the following week is dry. A return to 77 cm by 10-31 would need rainfall well above the current forecast.
- base rate: The reference class of deep autumn Rhine droughts, such as 2018 and 2022, shows rebounds usually take weeks and need sustained, widespread rain. Current forecasts are dry-leaning for the Alpine headwaters, and the official model keeps Kaub far below 77 cm through at least 23 Oct. A single reading of 77 cm or more by 31 Oct would need an unusually large rain event in the final week.
- yes case: The official BfG ensemble still gives a non-trivial chance of a daily mean above 77 cm on 21–24 Oct, and a single reading above 77 cm is enough. The August rebound from 5 cm to 75 cm shows the river can move this far within about a week. YES needs the wet tail of the ensemble, because the median peaks at about 45 cm.
- no case: Today's deterministic forecast has Kaub at about 25 cm on 21 Oct. The BfG probabilistic run puts the chance of a daily mean above 77 cm at 27% at most (23 Oct) and about 8–9% from 27 to 29 Oct, with a dry end to October. Earlier forecast bumps in July and August fell short or reversed within days, and soil and groundwater deficits damp the response to rain. The one soft spot for NO is that the 16 Oct ensemble tail around 21–25 Oct is fatter than the 15 Oct median-based reading suggests, so a rai
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| polymarket_direct | OK | 0.3s | 1 | ## This Market's Polymarket Data **Will the Rhine River return to normal levels between October 1 and October 31, 2026?** - Current price (probability): 35.50% (live; bid 34% / ask 37%) - 7-day price change: +10.00% - 30-day price change: -18.00% - Total volume: $57,112 (USD notional) - Price range |
| resolution_source | OK | 8.3s | 1 | already_resolved=unclear; matches_criteria=True; last_updated=2026-10-17 11:15 (Berlin time). PegelOnline shows the Kaub gauge (25700100) at 11 cm at 11:15 on 17.10.2026, with discharge at 484 m³/s at 11:00. The GlW reference is 77 cm. In the 15-day series I could see (from 2026-10-02 11:30 onward), |
| polymarket_related | OK | 0.4s | 2 | Polymarket search over 2 keyword(s), kept 2 matches. keyword 'Rhine': 2 markets | keyword 'Kaub': 0 markets |
| article_search | OK | 0.3s | 15 | Fetched 15 unique articles across 2 queries (lookback=10d). 'Kaub Pegel Vorhersage Oktober 2026': 8 articles | 'Rhine Kaub water level forecast rain October 2026': 8 articles |
research loops
·
4/4 ok ·
14 searches ·
2 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 18s | 3 | 2 | 3556 chars |
| base rate | OK | 23s | 3 | 0 | 4407 chars |
| yes case | OK | 24s | 4 | 0 | 4565 chars |
| no case | OK | 30s | 4 | 0 | 6559 chars |
report: current state
- [2026-10-17] PEGELONLINE's current Kaub reading (station 25700100) is 11 cm as of 11:15 CEST. That is 66 cm below the 77 cm threshold. https://www.pegelonline.wsv.de/webservices/rest-api/v2/stations/25700100/W/currentmeasurement.json
- [2026-10-10 to 10-17] The PEGELONLINE 15-minute series for the last 7 days starts at 7 cm on 10-10. It rose to about 16 cm on 10-11, then eased to 10–11 cm by 10-17. There is no reading near 77 cm. https://www.pegelonline.wsv.de/webservices/rest-api/v2/stations/25700100/W/measurements.json?start=P7D
- [2026-10-01] Kaub reached a record low of about -6 cm (daily mean about -5 cm). The previous record was 25 cm (or 24 cm in some sources) on 2018-10-22. Readings were negative or single-digit for weeks. https://wasserpegel.com/de/pegel/kaub-rhein
- [2026-10-15] The BfG 14-day forecast (median, with 10th–90th percentile range) rises from 15 cm on 10-18 to 27 cm (15–40) on 10-19. It peaks at 45 cm (19–80) on 10-21 and then falls to 33–44 cm through 10-28. The 90th percentile is 80 cm on 10-21 only, and 58–75 cm on the other days from 10-22 to 10-28. The median never gets near 77 cm. https://rivercruisewatch.com/gauges/KAUB
- [2026-10-12] The BfG 6-week outlook gives weekly means (5th/50th/95th percentile). Week 19–25 Oct is 23 cm (1–51). Week 26 Oct–1 Nov is 20 cm (-9 to 58). Week 2–8 Nov is 48 cm (-8 to 130). The 95th percentile does not reach 77 cm before November. https://rivercruisewatch.com/gauges/KAUB
- [2026-10-16] The rain forecast for the Rhine catchment above Kaub (Open-Meteo, fetched 10-16) is about 25 mm over 10-16 to 10-29. Most of it falls 10-17 to 10-21 (about 9.5 mm on 10-18 and 6.8 mm on 10-21). It is dry from 10-22 to 10-29. https://rivercruisewatch.com/gauges/KAUB
- [2026-10-16] The BfG forecast calculated that morning (07:00) had Kaub at about 9–12 cm through 10-20. https://wasserpegel.com/de/pegel/kaub-rhein
- [2026-10-14] Riviera cancelled Danube departures, and Scenic and Emerald's notification windows cover departures through 10-31. An official Kaub reading of 16 cm was cited that morning. https://rivercruiseadvisor.com/water-levels-for-river-cruises-in-europe/
- [2026-09-28] ING's Rico Luman said low water had persisted for more than two months and could last well into October. Freight costs were about five times higher than at the start of summer. https://www.insurancejournal.com/news/international/2026/09/28/886998.htm
- [2026-08-12] Bloomberg and Commerzbank said weeks of sustained rain would be needed to lift the river. Commerzbank's Solveen said a noticeable rise was unlikely before October. https://www.insurancejournal.com/news/international/2026/08/12/881099.htm
- [2026-10-17] Seasonal context: the long-term mean for 17 October at Kaub is 157 cm, and the level was 126 cm on 2025-10-17. The current reading is about 6% of normal. The last time Kaub was at or above 77 cm is not established here. In August a Kaub reading of 58 cm was reported, and there were forecasts of a bump to 70–90 cm around 09-01. https://wasserpegel.com/de/pegel/kaub-rhein
BOTTOM LINE: Kaub is at about 11 cm, 66 cm short of 77 cm. The official BfG forecast peaks at a median of about 45 cm on 10-21, with only the 90th percentile touching 80 cm, and the following week is dry. A return to 77 cm by 10-31 would need rainfall well above the current forecast.
NOT FOUND: The date Kaub was last at or above 77 cm. Any official WSV or BfG statement on when levels will normalise. The BfG daily forecast for 10-29 to 10-31, because the 14-day table I retrieved ends on 10-28.
report: base rate
- [2026-10-17] Kaub is at about 10–11 cm on PegelOnline, with the latest reading at 11:15 local time. That is about 66 cm below the 77 cm threshold. The 15-day series shows a rise from 0 cm on 2 Oct to about 10 cm, then a plateau at 10–12 cm on 16–17 Oct. https://www.pegelonline.wsv.de/webservices/rest-api/v2/stations/25700100/W/measurements.json?start=P15D
- [2026-10-17] The 30-day PegelOnline series starts at about 22–26 cm on 17–18 Sep. Readings from 9 Sep to 10 Oct ranged from −6 to 35 cm per one aggregator. So no reading near 77 cm appears in the last 30 days. I did not check 6–8 Sep, when the market opened. https://www.pegelonline.wsv.de/webservices/rest-api/v2/stations/25700100/W/measurements.json?start=P30D and https://wasserpegel.com/de/pegel/kaub-rhein
- [2026-10-13] Cruise Passenger "Waterwatch" says the official 14-day forecast keeps Kaub below 77 cm through 23 Oct. It expects no dependable return above 77 cm by then. Very-short-range forecasts were 8–15 cm. Rain is expected around 16–17 and 21–24 Oct, and Kaub is "likely to remain in the lowest historical flow category". https://cruisepassenger.com.au/rivercruise/waterwatch-october-2026-how-every-river-and-line-is-dealing-with-low-water-levels/
- [2026-10-17] River Water Watch reports Kaub at 11 cm, at the 3.7th percentile for the date over 30 years. Alpine headwater rain over the last 45 days was 46% below normal (174 mm vs 320 mm). The next 16 days are forecast at 69 mm vs 103 mm normal, 33% below. It gives 11% "as planned" for this week. https://www.riverwaterwatch.com/rivers/rhine
- [2026-10-17] River Water Watch's analogue years are based on Maxau flow, not Kaub level. The analogues are 2005, 2018, 1997, 2009 and 2003. In all five the river climbed back over the "trouble line" after 3–15 days. The 2018 analogue, from 15 Oct, took 15 days. The site's own caveat is that "Nothing here is a forecast". A Maxau-flow trouble line is not the Kaub 77 cm gauge threshold. The 2018 low-water spell lasted into early Dec, per general knowledge only; I did not verify it. https://www.riverwaterwatch.com/rivers/rhine
- [2026-10-14] The WSV official forecast is for a slight rise. Another source (2026-09-28) shows Kaub rising +4 cm/24h from 2 cm. Rises since the 1 Oct record low of −6 cm have been only about 15 cm in two weeks. https://rivercruiseadvisor.com/water-levels-for-river-cruises-in-europe/ and https://pegel.lischwe.de/pegel/kaub
- [2026-09-24] Kaub hit a record low of 4 cm on 24 Sep (record series back to 1880). Volt Power Analytics counted 74 days below 78 cm, against 41 days in 2022. https://www.supplychainbrain.com/articles/44911-rhine-sinks-to-record-low-in-further-blow-for-shipping
- [2026-10-01] The additional gauge showed −6 cm on 1 Oct, a new record low. The prior all-time low of 25 cm was set on 22 Oct 2018. https://de.wikipedia.org/wiki/Pegel_Kaub
- [2026-08-12] Forecasters said it would take weeks of sustained rain to lift the river toward normal. They said the crisis could drag into October, and it did. https://www.insurancejournal.com/news/international/2026/08/12/881099.htm
- [2026-10-16] Cruise lines (Scenic, Emerald) have notification windows running to 31 Oct for affected departures. This implies operators do not expect a quick recovery. https://rivercruiseadvisor.com/water-levels-for-river-cruises-in-europe/
- [2026-10-10] Historical context: the 10 Oct mean at Kaub over 26 years is 165 cm, and the yearly minima for 2017–2025 were 30–106 cm. Only 2022 (30 cm) and 2018 (24 cm) were deep lows. So 2026 is an extreme outlier, and a +66 cm rise in 14 days from a record-low base has no close precedent in the sources I found. https://wasserpegel.com/de/pegel/kaub-rhein
BOTTOM LINE: The reference class of deep autumn Rhine droughts, such as 2018 and 2022, shows rebounds usually take weeks and need sustained, widespread rain. Current forecasts are dry-leaning for the Alpine headwaters, and the official model keeps Kaub far below 77 cm through at least 23 Oct. A single reading of 77 cm or more by 31 Oct would need an unusually large rain event in the final week.
NOT FOUND: the BfG/WSV 14-day probabilistic Kaub forecast figures beyond 23 Oct; a Kaub-specific historical count of how long recoveries from below 20 cm to 77 cm took; any existing public forecast or odds on this question (I did not look for the contract's own price); the Kaub readings for 6–8 Sep.
report: yes case
YES means: the Kaub gauge (PegelOnline 25700100) records at least one reading of 77 cm or more at a timestamp before 1 Nov 2026 Berlin time.
- [2026-10-16] The BfG probabilistic 14-day forecast issued 16.10 gives the probability that the daily mean stays below 77 cm (GlW). It is 99% on 20.10, 86% on 21.10, 79% on 22.10 and 73% on 23.10. That implies about a 27% chance of a daily mean above 77 cm on 23.10, and 14–21% on the days around it. The probability of staying below falls to 76% on 24.10, then rises to 81–92% on 25–29.10. These figures are for daily means. Any single 15-minute reading counts for resolution, so the peak is slightly more favourable than the means suggest. The table is 5 days newer than the colleagues' 10-15 summary, which showed only the 90th percentile touching 80 cm. https://vorhersage.bafg.de/14-Tage-Vorhersage/Kaub_14Tage.pdf
- [2026-10-16] The same table shows the exceedance chance is spread over several days (21–24.10). A single large rain pulse in that window, or an upside forecast error, would be enough. Mid-range lower bounds are not binding because only one reading is needed. The BfG states the 4-day deterministic forecast on elwis.de is the best short-range estimate. https://vorhersage.bafg.de/14-Tage-Vorhersage/Kaub_14Tage.pdf
- [2026 Aug–Sep] There is a recent precedent for a large, fast rebound from a record-low base. The German Wikipedia page for Pegel Kaub says the gauge hit 5 cm on 17 Aug, then rose to 75 cm before falling back to 5 cm. It stopped just 2 cm short of 77. https://de.wikipedia.org/wiki/Pegel_Kaub
- [2026-08-21] WSV data showed Kaub at 45 cm on 21 Aug and forecast to exceed 70 cm by 24 Aug. A rise of about 40 cm took roughly 4 days. This shows the catchment can produce 60–70 cm rises within a week when widespread rain falls. https://www.hellenicshippingnews.com/rhine-water-levels-rebound-easing-barge-shipping-strain/
- [2026-10-13] Cruise Passenger describes repeated rain systems across the Rhine and Elbe catchments from 13 to 24 Oct. It says the rain is "sufficiently widespread and sustained to rebuild flows" and expects rises at the Upper and Middle Rhine gauges. Rain is due around 17 Oct and again 20–24 Oct, which matches the timing of the BfG's exceedance window. https://cruisepassenger.com.au/rivercruise/waterwatch-october-2026-how-every-river-and-line-is-dealing-with-low-water-levels/
- [2026-10-17] PegelOnline's 15-minute series, fetched today, shows Kaub at a flat 10–11 cm through 11:15, with no rise yet. That means no rain-driven rise has started. It also means the BfG forecast peak around 21–23 Oct has not yet been tested against observations. https://www.pegelonline.wsv.de/webservices/rest-api/v2/stations/25700100/W/measurements.json?start=P45D
- [2026-10-16] The Luxembourg and Greater Region forecast mentions active, locally heavy rain, with 15–25 l/m² possible in the front. This is the north-western edge of the pattern. Moselle rain enters below Kaub, so only upstream rain counts. https://www.lessentiel.lu/de/story/luxemburg-bis-zu-20-grad-heute-dann-kommt-die-kaltfront-103421430
- [2026-10-31 window] Question wording: a single transient reading at or above 77 cm resolves YES, and a spike need not be sustained. Dry soils damp the runoff response, but the Aug–Sep episode shows spikes do occur. The time left is 14 days, 17–31 Oct. https://www.pegelonline.wsv.de/gast/stammdaten?pegelnr=25700100
Most likely path to YES: the 17–21 Oct rain (about 25 mm over the catchment, per colleagues) and the 21–24 Oct rain land on the wetter side of the ensemble. Southwest Germany, the Neckar and Main, and the Upper Rhine and Swiss tributaries all respond together. Kaub climbs through the BfG's upper band (P90 about 80 cm on 21.10) to a peak at or above 77 cm around 21–24 Oct. A later front in the last week of October is a secondary path.
BOTTOM LINE: The official BfG ensemble still gives a non-trivial chance of a daily mean above 77 cm on 21–24 Oct, and a single reading above 77 cm is enough. The August rebound from 5 cm to 75 cm shows the river can move this far within about a week. YES needs the wet tail of the ensemble, because the median peaks at about 45 cm.
NOT FOUND: The BfG exceedance probability for 30–31 Oct. The elwis.de deterministic 4-day forecast values. Any report of the 75 cm peak's exact date. A DWD forecast of rainfall totals for the Alpine and Neckar catchments for 21–24 Oct. Contrary signal: German articles dated about 12–15 Oct (werra-rundschau, leinetal24) say no sustained rain is in sight through end-October.
report: no case
YES means: Kaub (PegelOnline station 25700100) records at least one reading of 77 cm or more, with a timestamp before 1 Nov 2026 Berlin time.
- [2026-10-17] The deterministic ELWIS/BfG forecast issued at 07:00 today is the best near-term estimate. It has Kaub at 10–11 cm through 19 Oct, then only 16 cm at 21:00 on 20 Oct and 24–26 cm by the morning of 21 Oct. That is about 50 cm short of 77 cm at the end of the 4-day window. A rise to 77 cm would need roughly +50 cm in the following 10 days. https://www.elwis.de/DE/dynamisch/Wasserstaende/Pegelvorhersage:KAUB
- [2026-10-16] The BfG probabilistic 14-day run (00:00 CET, 16 Oct) is a newer and slightly more bullish run than the 15 Oct figures in the earlier reports. It gives the probability of the daily mean being below 77 cm as 100% through 19 Oct, 99% on 20 Oct and 86% on 21 Oct. The low point is 73% on 23 Oct, and it is back to 91–92% from 27 to 29 Oct. So the chance of exceeding 77 cm peaks at about 27%, and then fades.
- The run is therefore unlikely to deliver a sustained rise. The ensemble spread falls rather than builds after 23 Oct. https://vorhersage.bafg.de/14-Tage-Vorhersage/Kaub_14Tage.pdf
- [2026-10-16] The same BfG table shows a 98% chance of staying below 97 cm on 29 Oct, and 100% below 157 cm on every day. The tail is thin and confined to 21–26 Oct. The table gives probabilities for daily means only, so a transient hourly spike is not captured. https://vorhersage.bafg.de/14-Tage-Vorhersage/Kaub_14Tage.pdf
- [2026-10-17] The 16 Oct 23:45 PegelOnline Rhine overview shows Kaub at 9 cm. The upstream and downstream gauges are also low or flat. Maxau (Upper Rhine) was at 291 cm against a mean of 493, 40% below. Cologne was at 56 cm and Düsseldorf at 12 cm. Mainz was at 109 cm on 15 Oct. No upstream pulse is visible on the Upper Rhine to carry a flood wave into Kaub. https://pegelonline.wsv.de/gast/pegelinformationen?scrollPosition=0&gewaesser=RHEIN and https://www.wetteronline.de/pegelstand/rhein
- [2026-09-19] The BfG assessment of 17 Sep said regional rainfall had been largely ineffective. It said the accumulated precipitation deficit exceeded even 2003. Its 6-week outlook then showed a gradual recovery only from mid-October. Dry soils and depleted groundwater mean rain is absorbed instead of running off. This mechanism explains why the 15 Oct forecast has the median peaking at only 45 cm even with rain. https://www.wetter.net/wetter-news/rhein-niedrigwasser-bei-kaub-frachter-laden-nur-teilmengen
- [2026-08-24 to 08-28] There is a precedent from this same drought. After heavy August rain, Kaub reached only about 60–93 cm (Reuters 24 Aug; BfG median 72 cm forecast for 1 Sep). The rise was brief and reversed within days. A forecast of a bump to 70–90 cm in late August/early September was not followed by a lasting recovery. By 19 Sep the level was down to 22 cm. This shows that rain-driven bumps in this drought have peaked near, not clearly above, the threshold and have then receded. https://gcaptain.com/rhine-water-rises-sharply-after-rain-ships-able-to-load-more-cargo/ and https://rivercruisewatch.com/gauges/KAUB
- [2026-07-15] A further failed-rebound precedent: BfG forecast a brief bump above 77 cm around 20–22 July, and then 80% or more probability of staying under GlW to month-end. The summer then ended with the record lows of 24 Sep and 1 Oct. Short-lived forecast bumps near 77 cm have not been realised or sustained this year. https://www.freightperspectives.com/p/rhine-water-levels-2026-kaub-forecast
- [2026-09-21] The pegelcheck 30-day window to 21 Sep showed a range of 14–77 cm. Kaub reached about 77 cm in the weeks before then. Since then, the gauge has been below 36 cm, per the wasserpegel archive of readings since 9 Sep (−6 to 35 cm). That gives about 4 weeks without a reading near the threshold. The last time Kaub was at or above 77 cm was therefore around early-to-mid September at the latest, and not in the last month. https://www.pegelcheck.de/pegel/rhein/kaub/ and https://wasserpegel.com/de/pegel/kaub-rhein
- [2026-10-16] The cruise-industry view is cautious. Cruise Passenger (13 Oct) says the official model does not expect a dependable return above 77 cm by 23 Oct, and that Kaub is likely to stay in the lowest historical flow category. A gauge rise of a few centimetres is not treated as meaningful for navigation. https://cruisepassenger.com.au/rivercruise/waterwatch-october-2026-how-every-river-and-line-is-dealing-with-low-water-levels/
- [2026-10-17] The resolution mechanics favour NO unless a genuine rise occurs. Under the rules, a single reading of 77 cm or more before 1 Nov Berlin time is required. Hourly or 15-minute spikes count, but the series would still have to cross the threshold. No gauge-zero change is flagged. The ELWIS page confirms GlW is 77 cm, valid since 1 Jan 2023, so there is no technicality that lowers the bar. The "NNW 25 cm" reference line on ELWIS has not yet been updated for the 2026 lows, which confirms the data are still raw and unrevised. https://www.elwis.de/DE/dynamisch/Wasserstaende/Pegelvorhersage:KAUB and https://de.wikipedia.org/wiki/Pegel_Kaub
- [2026-10-17] Deadline arithmetic: 14 days remain (to 31 Oct). The BfG probabilistic run and rainfall forecast cover only to 29 Oct, leaving 2 days unmodelled. The BfG and Open-Meteo precipitation signals quoted in the earlier reports show a dry spell from 22 to 29 Oct. A flood wave from the Alps or Upper Rhine takes days to reach Kaub, so only rain falling by roughly 27–29 Oct could still matter. The 6-week outlook mean for 26 Oct–1 Nov (20 cm median, 95th percentile 58 cm) points the same way. The earlier reports' 12 Oct 6-week data is the source for that, and I could not re-fetch it.
BOTTOM LINE: Today's deterministic forecast has Kaub at about 25 cm on 21 Oct. The BfG probabilistic run puts the chance of a daily mean above 77 cm at 27% at most (23 Oct) and about 8–9% from 27 to 29 Oct, with a dry end to October. Earlier forecast bumps in July and August fell short or reversed within days, and soil and groundwater deficits damp the response to rain. The one soft spot for NO is that the 16 Oct ensemble tail around 21–25 Oct is fatter than the 15 Oct median-based reading suggests, so a rain-driven spike is not negligible.
NOT FOUND: The exact date Kaub was last at or above 77 cm (likely early September). The BfG 6-week water-level PDF, which I could not retrieve. Any forecast for 30–31 Oct. Kaub readings for 6–8 Sep. Any statement from WSV or BfG on when normal levels will return.
3. Forecasters 2 draws · Opus 5.5 + GPT · plain mean
claude-opus-5-5 · high effort
55% conf
| Yes | 29% |
| No | 71% |
(0) Not met: PegelOnline shows Kaub at 11 cm on 17 Oct, with readings of 0–16 cm over 15 days and nothing near 77 cm for about a month. (a) About 14 days remain to 31 Oct. (b) The status quo is No: the gauge is 66 cm short after record lows, and dry soils damp the runoff response to rain. (c) No path: the 17–21 Oct rain lands at or below forecast. Today's deterministic ELWIS forecast has only about 25 cm on 21 Oct, and the BfG median peak is about 45 cm. The dry spell from 22–29 Oct then lets levels recede, as the July and August bumps did. (d) Yes path: the 16 Oct BfG ensemble gives up to a 27% chance of a daily mean above 77 cm (peaking 23 Oct, about 14–24% on 21–24 Oct). A single 15-minute reading counts, and the August 5→75 cm rebound shows a fast rise is possible. The market anchor is 35.5%, and the sister 'fail' market implies about 37.5% Yes. I shade slightly lower because the latest deterministic run is at the low end of the ensemble and earlier forecast bumps in this drought underdelivered. Cumulative ensemble exceedance is probably around 30%.
claude-opus-5-5 · high effort
55% conf
| Yes | 27% |
| No | 73% |
(0) PegelOnline shows Kaub at 11 cm on 17 Oct, with October readings between 0 and 16 cm, so the condition is not met. YES needs a rise of about 66 cm to a reading of 77 cm or more before 1 Nov Berlin time. (a) About 14 days remain. (b) The status quo is No: today's ELWIS deterministic forecast has Kaub at only about 25 cm by 21 Oct, and the 6-week outlook median for 26 Oct–1 Nov is about 20 cm (95th percentile 58 cm). (c) NO path: the 17–24 Oct rain is absorbed by record-deficit soils, Kaub peaks at 30–50 cm (the ensemble median), and the dry 22–29 Oct spell lets it recede. (d) YES path: the rain lands on the wet tail across the Upper Rhine, Neckar and Main. The BfG 16 Oct ensemble gives up to a 27% chance of a daily mean above 77 cm on 23 Oct (14–24% on 21–24 Oct), single 15-minute spikes count, and August showed a 5 cm to 75 cm rebound within about a week. The combined chance across days is somewhat above the 27% single-day peak because the days are highly correlated. Weighing that against today's deterministic run sitting below the ensemble median, rainfall forecast about 33% below normal, and earlier rebounds this year that stalled at 75 cm or reversed, I sit a little below the 35.5% market price, which likely reflects the bullish 16 Oct ensemble.
4. Final plain mean of 2 draws
28%
(55% confidence)
Yes: 28%
No: 72%
Mean of 2 draws (0.29, 0.27). (0) Not met: PegelOnline shows Kaub at 11 cm on 17 Oct, with readings of 0–16 cm over 15 days and nothing near 77 cm for about a month. (a) About 14 days remain to 31 Oct. (b) The status quo is No: the gauge is 66 cm short after record lows, and dry soils damp the runoff response to rain. (c) No path: the 17–21 Oct rain lands at or below forecast. Today's deterministic ELWIS forecast has only about 25 cm on 21 Oct, and the BfG median peak is about 45 cm. The dry spell from 22–29 Oct then lets levels recede, as the July and August bumps did. (d) Yes path: the 16 Oct BfG ensemble gives up to a 27% chance of a daily mean above 77 cm (peaking 23 Oct, about 14–24% on 21–24 Oct). A single 15-minute reading counts, and the August 5→75 cm rebound shows a fast rise is possible. The market anchor is 35.5%, and the sister 'fail' market implies about 37.5% Yes. I shade slightly lower because the latest deterministic run is at the low end of the ensemble and earlier forecast bumps in this drought underdelivered. Cumulative ensemble exceedance is probably around 30%.
Pipeline Timing
Total pipeline time: 72.0s
Per-tool research timings shown in the Research section above.