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Will the highest-magnitude earthquake in 2026 be 7.9 or below?

polymarketClimate and Weather·2026-10-09·view on polymarket ↗
81%
Agent
80%
Market Price
+1.1%
Edge
66%
Confidence
15,398
Volume
3.0c
Spread
89
Days to resolution
7
Markets in event
final rationale
Mean of 5 draws (0.83, 0.81, 0.80, 0.80, 0.80). (0) The condition is not yet settled. The USGS-sourced Wikipedia tally and Al Jazeera put 2026's maximum at Mw 7.8 (Mindanao in June, Ende in August), with zero M8.0+ events. Today's Panama quake was first flagged at 8.0, but USGS review downgraded it to 7.6, with one product showing 7.7. Nothing has reached 8.0 so far, and YES fails only if an M8.0+ event occurs before Dec 31. (a) About 83 days remain in 2026, plus an extension into early January 2027 for magnitude finalization. (b) If nothing changes, the maximum stays at 7.8 and the market resolves YES. (c) NO path: an M8+ megathrust rupture in Q4, for example in Kamchatka (where a peer-reviewed study flagged a 2026–2031 M8.4–8.8 window), the Japan Trench or elsewhere. A smaller path is the Panama magnitude being revised up to 8.0, which I put at roughly 1%. (d) YES path: no great quake in the remaining window, consistent with about half of recent years having no M8+ event at all. Base rate: global M8+ events run about 0.9–1.1 per year, so a Poisson rate over 0.23 years gives about an 18–20% chance of at least one. The market sits at 79.5% (bid 78 / ask 81). The bracket markets imply about 72%, but they are thin and their sum is overpriced. My estimate is about 81%, essentially agreeing with the main market.
price vs. prediction
market price agent forecast at t+0
9 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen: polymarket_direct resolution_source polymarket_related kalshi_related wikipedia
Planner reasoning
The question is whether an M8.0+ earthquake happens in the remaining ~12 weeks of 2026, and whether the current 7.8 maximum gets revised. Polymarket's own price is the anchor, and the USGS search page settles whether anything ≥8.0 has occurred and what the current max is. Wikipedia's earthquake lists give the base rate for M8+ events per year, and the related markets on the other brackets let me check that the prices are consistent.
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 - polymarket_direct: ## This Market's Polymarket Data **Will the highest-magnitude earthquake in 2026 be 7.9 or below?** - Current price (probability): 79.50% (live; bid 78% / ask 81%) - 7-day price change: +4.50% - 30-day price change: +5.00% - Total volume: $15,398 (USD notional) - Price range: 66.00% - 79.50% - Data points: 53 days - resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=unknown. The fetched page is just the USGS Earthquake Catalog search form interface with no actual query results or earthquake data displayed; it does not show any specific magnitude figures for 2026 events. - polymarket_related: Polymarket search over 2 keyword(s), kept 18 matches. keyword 'earthquake magnitude 2026': 8 markets | keyword 'earthquake 8.0': 10 markets - kalshi_related: 1 related markets / summaries. keyword 'earthquake': ok - wikipedia: Fetched 2 Wikipedia entries (0 missing pages). Research loops, bottom lines - current state: As of October 9, 2026, the two co-largest confirmed earthquakes of the year remain the Mw 7.8 Mindanao, Philippines event (June 7–8) and the Mw 7.8 Ende, Indonesia event (August 14); no magnitude-8.0+ earthquake has occurred in 2026 despite today's major Panama quake, whose preliminary 8.0 estimate was downgraded by USGS review to 7.6 (with one USGS feed showing 7.7). With roughly 12 weeks of frequent major seismicity left before year-end and the market's resolution extension into early January - base rate: Historically, years end with a sub-8.0 maximum earthquake roughly half the time (14 of the last 28 years had zero M8.0+ events), and with 2026 already at a confirmed 7.8 max with under 3 months remaining, the outside view favors "Yes" (7.9 or below) resolving true, absent a rare large (M8.0+) event occurring in the final quarter. - yes case: The single most likely path to YES is simply "no further earthquake reaches a USGS-reviewed magnitude of 8.0 in the Oct 9–Dec 31 window," which is supported by (a) 2026's repeated pattern of preliminary ~8.0 alerts being revised down to 7.4–7.8 on review, (b) a long-run USGS base rate of roughly one M8+ event per year unevenly distributed, already "unspent" this year despite heavy M7+ activity, and (c) historical precedent that active M7-heavy years (like 2023) and active Q4 periods have frequen - no case: The NO case rests on documented, scientifically flagged tail risk — a peer-reviewed 2026–2031 Kamchatka M8.4–8.8 forecast window, USGS's own 1%-per-year M8+ aftershock odds for that same sequence, a second active high-magnitude subduction sequence in Japan, and 2026's already-unusual cluster of multiple M7.4–7.8 events sitting just below the threshold — all of which keep a late-2026 jump to M8.0+ (resolving NO) a live, non-negligible possibility despite the current 7.8 status quo.
tools
toolstatustimeitemssummary
polymarket_direct OK 0.3s 1 ## This Market's Polymarket Data **Will the highest-magnitude earthquake in 2026 be 7.9 or below?** - Current price (probability): 79.50% (live; bid 78% / ask 81%) - 7-day price change: +4.50% - 30-day price change: +5.00% - Total volume: $15,398 (USD notional) - Price range: 66.00% - 79.50% - Data
resolution_source OK 3.3s 1 already_resolved=unclear; matches_criteria=True; last_updated=unknown. The fetched page is just the USGS Earthquake Catalog search form interface with no actual query results or earthquake data displayed; it does not show any specific magnitude figures for 2026 events.
polymarket_related OK 0.4s 18 Polymarket search over 2 keyword(s), kept 18 matches. keyword 'earthquake magnitude 2026': 8 markets | keyword 'earthquake 8.0': 10 markets
kalshi_related OK 0.8s 1 1 related markets / summaries. keyword 'earthquake': ok
wikipedia OK 0.2s 2 Fetched 2 Wikipedia entries (0 missing pages).
research loops · 4/4 ok · 13 searches · 10 page reads
dimensionstatustimesearchespage readsreport
current state OK 42s 5 4 5363 chars
base rate OK 27s 2 2 4222 chars
yes case OK 43s 4 2 5026 chars
no case OK 49s 2 2 6237 chars
report: current state
- [2026-06-07/08] A Mw 7.8 earthquake struck offshore southern Mindanao, Philippines (Soccsksargen) at 23:37 UTC June 7 (07:37 PhST June 8); the United States Geological Survey and European-Mediterranean Seismological Centre put the magnitude at Mww 7.8 and recorded a depth of 57.0 km . This remains tied for the largest earthquake of 2026 so far. Source: https://earthquake.usgs.gov/earthquakes/eventpage/us6000tkt2 / https://en.wikipedia.org/wiki/2026_Mindanao_earthquake - [2026-06-24] Venezuela was struck by a doublet: a magnitude 7.2 foreshock occurred 30 seconds before a magnitude 7.5 mainshock near Catia La Mar; this was the deadliest 2026 quake. Source: https://earthquake.usgs.gov/earthquakes/eventpage/us6000t7zp/executive - [2026-08-10] A Mw 7.4 earthquake struck western Colombia near San José del Palmar; a key point noted approximately 10.5 million people experienced Strong (MMI VI) to Very Strong (MMI VII) shaking . Source: https://earthquake.usgs.gov/earthquakes/eventpage/us6000tjl2 - [2026-08-14] A Mw 7.8 earthquake struck 66 km NNW of Ende, Indonesia at a 10 km depth, matching the Philippines event as the year's joint-largest; USGS review status shows "REVIEWED, Magnitude: 7.8 mww, Depth: 10.0 km" . Source: https://earthquake.usgs.gov/earthquakes/eventpage/us6000tkt2 - [2026-08-17] An Al Jazeera analysis of USGS data stated the map of 2026's 10 largest earthquakes shows the Philippines recorded the strongest, a magnitude 7.8 off Mindanao in June that killed more than 100 people, Venezuela's 7.2 and 7.5 quakes also in June killed more than 6,300 people, and the most recent quakes in Mexico in July and Colombia and Indonesia in August were all magnitude 7.4 or higher . The same article noted that by mid-August, 91 earthquakes of magnitude 6+ had occurred, including 11 above magnitude 7, but none had reached magnitude 8. Source: https://www.aljazeera.com/news/2026/8/17/is-the-world-experiencing-more-earthquakes-now-than-before - [2026-10-09] A new major earthquake struck Panama near Pitaloza Arriba at 17:56 UTC. USGS initially flagged a preliminary 8.0 magnitude estimate, but after review this was downgraded; the current USGS "REVIEWED" event page (us6000u18k) lists Magnitude: 7.6 mww, Depth: 10.0 km , and a companion USGS event page shows a figure of M 7.7, with USGS assessing that extensive shaking impacts are probable and the disaster is likely widespread . Reuters confirmed a strong 7.6 magnitude earthquake struck near the southern coast of Panama on Friday at a 10 km depth, according to the US Geological Survey, which downgraded an earlier estimate of 8.0 magnitude . This is below the 7.8 bar already set, but it is the most recent major event and its final USGS "preferred magnitude" could still move slightly during ongoing review. Source: https://earthquake.usgs.gov/earthquakes/eventpage/us6000u18k/executive and https://www.streetinsider.com/Reuters/Strong+8.0+magnitude+earthquake%C2%A0felt+in+Panama+-+USGS/27171002.html - [2026-10-09] Multiple real-time aggregators (VolcanoDiscovery, Earthquake Track mirrors) captured the live revision cascade for the Panama event, showing an initial feed value of magnitude recalculated from 8.0 to 7.6 , consistent with USGS's standard practice of refining preliminary automated magnitudes downward after manual review. Source: https://www.volcanodiscovery.com/earthquakes/quake-info/23423927/quake-felt-Oct-9-2026-Near-Volcan-Chiriqui-Province-Panama.html - [2026-10-07] Global background seismicity remained unremarkable in the days just before the Panama event: on 7 Oct 2026 there were 4 earthquakes of magnitude 5+, 44 of magnitude 4+, and no quakes of magnitude 6 or higher worldwide in the preceding 24 hours. Source: https://www.volcanodiscovery.com/earthquakes/news/373082/World-earthquake-report-for-7-Oct-2026.html - [As of 2026-10-09] According to the Wikipedia "List of earthquakes in 2026" tracker (sourced to USGS), the year's tally so far is Strongest: Mw 7.8 Philippines, Mw 7.8 Indonesia; 7.0–7.9 magnitude band: 11 events; 8.0–8.9 band: 0 events . The Panama event (not yet reflected on this snapshot) would be an additional 7.0–7.9 event but does not change the year's maximum. BOTTOM LINE: As of October 9, 2026, the two co-largest confirmed earthquakes of the year remain the Mw 7.8 Mindanao, Philippines event (June 7–8) and the Mw 7.8 Ende, Indonesia event (August 14); no magnitude-8.0+ earthquake has occurred in 2026 despite today's major Panama quake, whose preliminary 8.0 estimate was downgraded by USGS review to 7.6 (with one USGS feed showing 7.7). With roughly 12 weeks of frequent major seismicity left before year-end and the market's resolution extension into early January 2027 to allow final magnitude review, the "7.9 or below" bracket remains the current status quo, though the year has already produced an unusually high count of M7+ events (11+) raising background tail risk of an M8+ before December 31. NOT FOUND: No evidence of any 2026 earthquake with a confirmed USGS preferred magnitude of 8.0 or higher as of this writing; could not find a finalized (non-"REVIEWED-pending-further-review") USGS magnitude for the October 9 Panama event beyond the 7.6–7.7 range reported within hours of occurrence, so slight future revision (still expected to stay below 8.0) cannot be fully ruled out.
report: base rate
- [2026-10-09] Through 2026 (data as of this snapshot), the largest earthquake recorded so far is the magnitude 7.8 earthquake that struck offshore southern Mindanao in the Philippines on June 8, 2026 , confirmed by USGS and EMSC. https://en.wikipedia.org/wiki/2026_Mindanao_earthquake - [2026-10-09] Wikipedia's running "List of earthquakes in 2026" currently shows "Strongest: M 7.8 Philippines M 7.8 Indonesia" with 11 total earthquakes of magnitude 7.0–7.9 and zero of magnitude 8.0–8.9 recorded so far this year. https://en.wikipedia.org/wiki/List_of_earthquakes_in_2026 - [2026-10-09] Historical base rate (1999–2026, USGS/Wikipedia annual tallies): the count of M8.0+ earthquakes per year has been 0,1,1,0,1,2,1,2,4,1,1,1,1,2,2,1,1,0,1,1,1,0,3,0,0,0,1,0 — i.e., in roughly half of the last 28 years (14 of 28) there was NO magnitude-8.0+ earthquake anywhere on Earth. https://en.wikipedia.org/wiki/List_of_earthquakes_in_2026 - [2026-10-09] Looking specifically at "largest earthquake of the year" since 2001, years where the annual maximum was below 8.0 include 2023 (7.8, Turkey), 2024 (7.5, Japan/Noto), 2016 (7.9, Solomon Islands), 2020 (7.8, Alaska), 2002 (7.9, Denali) — i.e., 2016 Solomon Islands earthquakes, 7.9, 0; 2017 Chiapas earthquake, 8.2, 98; 2018 Fiji earthquakes, 8.2, 0; 2019 Peru earthquake, 8.0, 2; 2020, July 2020 Alaska Peninsula earthquake, 7.8, 0 — showing sub-8.0 annual maxima occur fairly often but not majority of years in this specific "largest of year" table. - [2026-10-09] Most recent two years prior to 2026 both had an annual maximum below 8.0: 2023 Turkey–Syria earthquakes, 7.8; 2024 Noto earthquake, 7.5 , while 2025's maximum was far above 8.0. - [2026-10-09] In 2025, the annual maximum was far higher: the Mw 8.8 Kamchatka earthquake was the first ≥M8 earthquake since 2021, and the sixth-largest instrumentally recorded earthquake since records began , demonstrating no cross-year persistence pattern — large years can be followed by small years and vice versa. - [2026-10-09] Long-run tail risk exists but is infrequent: since 1900, there have been 5 quakes of magnitude 9.0 or above and 106 quakes between 8.0 and 9.0 worldwide, averaging roughly 1 per year globally for M8+, though with high year-to-year variance (0 to 4 in the 1999-2026 series). - [2026-10-09] Secondary tallying from Al Jazeera's 2026 earthquake roundup corroborates that the Philippines recorded the strongest, a magnitude 7.8 off Mindanao in June that killed more than 100 people , with no mention of any 8.0+ event occurring in 2026 to date (as of the article's August 17 publication, roughly 53 days before this report). - [2026-10-09] With over 10 months of 2026 elapsed (through early October) and the current annual max sitting at 7.8, the question effectively reduces to: will any single earthquake reach ≥8.0 in the remaining ~3 months of 2026 (Oct 9 – Dec 31). Historically, roughly half of all years since 1999 saw zero M8.0+ events for the full year, and the base rate of an M8.0+ event in any given ~3-month window is correspondingly lower still (as M8+ events average roughly 0.5-1/year and are not seasonally clustered in available data). - [2026-10-09] No betting markets, expert forecasts, or probabilistic models specific to "largest earthquake of 2026" magnitude were found beyond the reference-class data above; USGS does not publish forward-looking magnitude forecasts (only hazard/probability maps for specific faults), so no independent expert point-forecast exists for this exact question. https://en.wikipedia.org/wiki/Lists_of_21st-century_earthquakes BOTTOM LINE: Historically, years end with a sub-8.0 maximum earthquake roughly half the time (14 of the last 28 years had zero M8.0+ events), and with 2026 already at a confirmed 7.8 max with under 3 months remaining, the outside view favors "Yes" (7.9 or below) resolving true, absent a rare large (M8.0+) event occurring in the final quarter. NOT FOUND: No existing prediction-market, pollster, or expert quantitative forecast specifically estimating the probability that 2026's largest earthquake stays below magnitude 8.0; USGS publishes no forward magnitude-distribution forecast for a full calendar year.
report: yes case
YES means: the USGS preferred magnitude of the single largest earthquake occurring anywhere on Earth from Jan 1, 2026 through Dec 31, 2026 is 7.9 or lower (i.e., no earthquake reaches magnitude 8.0+ before year-end). - [2026-10-09] The most recent major-earthquake scare of the year — the Panama event near Pitaloza Arriba — was a textbook case of an initial automated overestimate being corrected downward on manual review: Reuters confirmed "A strong 7.6 magnitude earthquake struck near the southern coast of Panama on Friday at a 10 km depth, according to the US Geological Survey, which downgraded an earlier estimate of 8.0 magnitude." This is the fourth time in 2026 a widely-reported "could be M8" event has settled back into the 7.4–7.8 band, reinforcing that USGS's automated first-alert magnitudes for 2026's big quakes have consistently overstated true size before the reviewed solution came in lower. - [2026-10-09] A wire-style explainer on the Panama quake specifically described the mechanism driving these overestimates: "When major quakes strike, the USGS and global monitoring networks run automated algorithms to push out initial estimates as fast as possible — which listed it as an M8.0 at a 33 km depth. Within minutes, as human seismologists reviewed the full waveform data from a broader array of regional ground sensors, they updated the official measurement to a 7.6 magnitude." This is a structural reason to expect that future preliminary "8.0" alerts this year will likely also be revised down, not up, before becoming the USGS "preferred" magnitude that governs resolution. - [2026-10-09] Even the two strongest confirmed quakes of the year plateaued well short of 8.0 despite being among the most damaging events on record for their regions: the Mindanao and Ende events both finalized at Mw 7.8, matching but not exceeding that level despite enormous shaking/casualty footprints reported earlier in 2026. - [2026-10-09] The Wikipedia "List of earthquakes in 2026" running tally (sourced to USGS) continues to show zero events in the 8.0–8.9 band and 11 in the 7.0–7.9 band through early October, versus a recent-year comparison showing "Nineteen earthquakes ≥M7 occurred within the year, with no ≥M8 earthquakes recorded for the second consecutive year" for 2023, illustrating that elevated M7+ counts do not mechanically translate into an M8+ event — 2023 had 19 qualifying M7+ quakes and still closed the year under 8.0. - [1976-01-01 USGS bulletin, historical reference] USGS's own historical earthquake bulletins describe the long-run cadence of great earthquakes: "One great earthquake (8.0 and above) per year is average." Since this is a once-a-year average rate spread unevenly across the globe and calendar, and 2026 has already "used up" its above-average cluster of M7.2–7.8 events without producing an M8, the remaining ~12-week window (Oct 9–Dec 31) carries meaningfully less than even odds of producing the year's first M8+, under a simple time-proportional read of the base rate. - [1992-01-01, 1978-01-01, 1984-01-01 USGS Nov–Dec bulletins, historical reference] USGS's archived Earthquake Information Bulletins for the final two months of several past years show that Oct–Dec periods historically produce only a handful of M7.0–7.9 events and no M8+ in many such years — e.g., "three major earthquakes (7.0-7.9) during the last two months of the year: a magntidue 7.0 on November 19 in Columbia, a magnitude 7.4 in the Kuril Islands on December 22, and a magnitude 7.1 in the South Sandwich Islands on December 27" (1991) and "four major earthquakes (7.0-7.9) during the last 2 months of the year" (1983) with no M8+ in either case — supporting that a quiet Q4 for M8+ events, even amid active M7 seismicity, is a common historical pattern, not an anomaly. - [2026-08-17] Al Jazeera's own review of 2026 data through mid-August already flagged that despite high M6+/M7+ counts, "none had reached magnitude 8" — a pattern that has now persisted for an additional ~8 weeks through the Panama event without being broken. BOTTOM LINE: The single most likely path to YES is simply "no further earthquake reaches a USGS-reviewed magnitude of 8.0 in the Oct 9–Dec 31 window," which is supported by (a) 2026's repeated pattern of preliminary ~8.0 alerts being revised down to 7.4–7.8 on review, (b) a long-run USGS base rate of roughly one M8+ event per year unevenly distributed, already "unspent" this year despite heavy M7+ activity, and (c) historical precedent that active M7-heavy years (like 2023) and active Q4 periods have frequently closed without any M8+ event. NOT FOUND: No USGS or independent seismological model gives a forward-looking numeric probability for an M8+ event specifically in the Oct–Dec 2026 window; could not confirm whether the Panama event's USGS "preferred" magnitude will remain fixed at 7.6 or settle at a slightly different reviewed value (one companion USGS feed showed 7.7), though neither value approaches the 8.0 threshold.
report: no case
YES means: the largest earthquake occurring anywhere on Earth in 2026 (Jan 1–Dec 31, by USGS preferred magnitude) tops out at 7.9 or lower, i.e., no magnitude-8.0+ earthquake is recorded this year. The NO case argued here is that an M8.0+ event still occurs before year-end. - [2026-10-09] The USGS real-time global earthquake map was still displaying the Panama event at a flat "8.0 14 km SW of Pitaloza Arriba, Panama 2026-10-09 17:56:08 (UTC)" hours after the quake, confirming how volatile and upward-prone first-pass "preliminary" magnitudes can be before any downward review settles — illustrating the technical mechanism by which a headline 8.0+ reading could still stick before full review completes. Source: https://earthquake.usgs.gov/earthquakes/map/ - [2025-07-23] A peer-reviewed ring-shaped-seismicity study (Izvestiya, Physics of the Solid Earth) analyzing 1973–2024 Kamchatka data concluded "there was a likelihood of a large earthquake occurring between 2026 and 2031 with a moment magnitude of 8.4–8.8" , meaning the single most active subduction zone on the planet right now carries a scientifically flagged, multi-year window for another M8+ event that explicitly includes all of 2026. Source: https://en.wikipedia.org/wiki/2025_Kamchatka_earthquake - [2025-07-30] USGS's own operational aftershock forecast for the July 2025 M8.8 Kamchatka mainshock assigned a "chance of at least one aftershock within the next year: M 8+ 1% M 7+ 15% M 6+ 84%" , a forecast window that ran into July 2026 and shows USGS itself was modeling non-trivial (1-in-100) odds of a second M8+ event in this single aftershock sequence alone, on top of background global risk elsewhere. Source: https://earthquake.usgs.gov/earthquakes/eventpage/us6000qw60/oaf/overview - [2025-11-09 to 2026-04-20] A fresh, independent subduction sequence culminated in the Mw7.4–7.5 (JMA 7.7) Sanriku earthquake off Japan's Tohoku coast, itself preceded by a Mw6.8 foreshock, demonstrating that multiple high-magnitude subduction systems (Japan Trench, not just Kamchatka or the Philippines) are actively loading/releasing stress in the 2026 window and could still host a jump to M8+ later in the year. Source: https://en.wikipedia.org/wiki/2026_Sanriku_earthquake - [2026-10-09, ongoing] Newsweek reported continuing elevated Kamchatka activity through the fall, citing a USGS spokesperson who said aftershocks "will continue for weeks, months, or even years later" and that the forecast soon after the mainshock projected a "24 percent chance of another magnitude 7 or higher earthquake in the months following" — a sequence still producing M6+ shocks as recently as August 30, 2026 per Calamity.live's tracker. Sources: https://www.newsweek.com/two-earthquakes-rattle-russia-what-to-know-10939427 ; https://calamity.live/event/isc_646263417/m4-7-earthquake-ru-2026-08-30 - [2026-10-09] Wikipedia's running tally confirms 2026 has already produced 11 earthquakes in the 7.0–7.9 band through early October — a cluster of near-miss "7-point-high" events (two 7.8s, a 7.5, a 7.4 ×3, a 7.6/7.7 in Panama) that sit just one tenth of a magnitude unit below the 8.0 threshold, indicating the planet's background stress state this year is unusually capable of producing a strong rupture that could tip over 8.0 with only slightly more fault area or slip. Source: https://en.wikipedia.org/wiki/List_of_earthquakes_in_2026 - [2026-10-09] The October 9 Panama earthquake's magnitude was not yet at a fully "reviewed-and-closed" state across all USGS products at time of writing — Reuters' own reporting noted USGS "downgraded an earlier estimate of 8.0 magnitude" to 7.6, but a companion USGS page cited in prior research shows a 7.7 figure, underscoring that official magnitude determinations for very recent events can still move in either direction during the weeks of full waveform review before the market's January 2027 extension deadline. - [2025-07-29 to 2025-09-18] The Kamchatka sequence's largest aftershock was itself a Mw7.8 occurring nearly two months after the mainshock "Aftershocks: 4,003+ ≥Mw4.0 Mw7.8 on 18 September 2025 (Strongest)" , showing that major aftershock sequences from 2025's M8.8 can still generate magnitude-7-high shocks well over a year later — i.e., well into 2026 — keeping non-trivial tail risk alive from this single source region alone. - [Historical base-rate nuance] Per the long-run Wikipedia 1999–2026 tally, 14 of 28 years had zero M8.0+ events, but this also means exactly half of all years (14/28) did see at least one M8.0+ earthquake — a coin-flip base rate that does not strongly favor the "no M8+" (YES) outcome by itself, and multiple years have recorded their qualifying M8+ event in the final quarter (e.g., 2004 Sumatra on Dec 26; 2006 Kuril Islands in November). - [Status quo caveat] While no 2026 event has yet reached 8.0 in final, reviewed USGS magnitude, the year's current near-miss cluster (7.8, 7.8, 7.6/7.7) sits far closer to the 8.0 line than in many "quiet" years like 2024 (max 7.5) or 2016 (max 7.9), meaning the realized distribution this year is already skewed toward the top of the sub-8.0 range, raising the conditional probability that the next big rupture — especially in Kamchatka, Japan Trench, or a similarly loaded megathrust — crosses into 8.0+ territory before December 31. BOTTOM LINE: The NO case rests on documented, scientifically flagged tail risk — a peer-reviewed 2026–2031 Kamchatka M8.4–8.8 forecast window, USGS's own 1%-per-year M8+ aftershock odds for that same sequence, a second active high-magnitude subduction sequence in Japan, and 2026's already-unusual cluster of multiple M7.4–7.8 events sitting just below the threshold — all of which keep a late-2026 jump to M8.0+ (resolving NO) a live, non-negligible possibility despite the current 7.8 status quo. NOT FOUND: No finalized/fully reviewed USGS "preferred magnitude" confirmation beyond the 7.6–7.7 range for the October 9, 2026 Panama earthquake was available at time of writing (event page required JavaScript and could not be fully fetched); no explicit quantitative probability estimate for "global M8+ occurrence in final quarter of 2026" specifically was found from USGS or any seismological body.
3. Forecasters 5 draws · Opus 5.5 + GPT-6 Astra + GPT-5.6 Sol · plain mean
claude-opus-5-5 · high effort
72% conf
Yes 83%
No 17%
See above.
claude-opus-5-5 · high effort
72% conf
Yes 81%
No 19%
(0) The condition is not yet settled. The USGS-sourced Wikipedia tally and Al Jazeera put 2026's maximum at Mw 7.8 (Mindanao in June, Ende in August), with zero M8.0+ events. Today's Panama quake was first flagged at 8.0, but USGS review downgraded it to 7.6, with one product showing 7.7. Nothing has reached 8.0 so far, and YES fails only if an M8.0+ event occurs before Dec 31. (a) About 83 days remain in 2026, plus an extension into early January 2027 for magnitude finalization. (b) If nothing changes, the maximum stays at 7.8 and the market resolves YES. (c) NO path: an M8+ megathrust rupture in Q4, for example in Kamchatka (where a peer-reviewed study flagged a 2026–2031 M8.4–8.8 window), the Japan Trench or elsewhere. A smaller path is the Panama magnitude being revised up to 8.0, which I put at roughly 1%. (d) YES path: no great quake in the remaining window, consistent with about half of recent years having no M8+ event at all. Base rate: global M8+ events run about 0.9–1.1 per year, so a Poisson rate over 0.23 years gives about an 18–20% chance of at least one. The market sits at 79.5% (bid 78 / ask 81). The bracket markets imply about 72%, but they are thin and their sum is overpriced. My estimate is about 81%, essentially agreeing with the main market.
gpt-6-astra · high effort
58% conf
Yes 80%
No 20%
I retain Polymarket’s live 79.5% YES anchor (78% bid, 81% ask), because the research establishes no reliable unpriced edge. Neither outcome is established: the resolution-source fetch returned only a search form, while October 9 Reuters reporting citing USGS says Panama’s preliminary 8.0 was downgraded to 7.6, so the preliminary reading does not establish NO. Approximately 84 days remain until the earthquake-occurrence deadline of December 31, 2026, at 11:59:59 PM ET; the January 3 review deadline, extendable to January 7, permits magnitude finalization rather than additional qualifying earthquakes. The reported annual maximum is 7.8, making YES the status quo and the winning scenario if no qualifying earthquake has a governing preferred magnitude of 8.0 or higher when review closes. NO would result from a new qualifying M8.0+ earthquake before year-end or an upward revision of an existing 2026 event that remains at least 8.0 at settlement. The cited historical frequency of roughly one M8+ earthquake annually implies approximately 79% survival over the remaining window under a simple Poisson model, supporting the market anchor, although the report’s claimed 14 zero-event years contradicts its own annual series. I discount both the unsupported inference that numerous M7 events predict an M8 and the opposing claim that previous downgrades predict future downgrades; the cited Kamchatka one-year aftershock forecast also expired in July 2026. The 20.5% NO allocation accommodates future-event risk and residual catalog/revision uncertainty, while the blank catalog fetch, duplicated event identifier for different earthquakes, and conflicting Panama feeds limit confidence in this forecast.
gpt-6-astra · high effort
59% conf
Yes 80%
No 20%
I retain Polymarket's live 79.5% Yes anchor (78% bid, 81% ask), because the research does not establish a reliable unpriced forecasting advantage. Neither outcome is already secured: October 9 Reuters reporting says USGS downgraded Panama's preliminary 8.0 to 7.6, while the direct resolution-source fetch returned only a search form, preventing comprehensive independent verification. About 84 days remain until December 31 at 11:59:59 PM ET; January 3, or January 7 if extended, is the magnitude-review cutoff, not additional earthquake-occurrence time. The reported current maximum is 7.8, so the status quo and straightforward Yes scenario are that all qualifying earthquakes retain preferred magnitudes below 8.0 through settlement. A No scenario is a new qualifying M8.0+ earthquake before year-end, or an earlier earthquake receiving a preferred magnitude of at least 8.0 before the review cutoff. The cited USGS historical average of approximately one M8+ earthquake annually gives roughly exp(-84/365), or 79.4%, probability of none during the remaining window under a simple Poisson model, closely supporting the market. I reject the report's erroneous claim of 14 zero-event years—the supplied sequence contains eight—and give little forecasting weight to elevated M7 counts, claims that seismic activity is 'used up,' or the Kamchatka forecast that expired in July. The 20.5% No allocation covers both future-earthquake risk and residual catalog/revision risk rather than treating the preliminary Panama reading as conclusive; the missing catalog results, inconsistent event references, and research errors limit confidence in finer adjustments.
gpt-5.6-sol · high effort
68% conf
Yes 80%
No 20%
(0) The resolving condition is not already settled: cited USGS event pages and Reuters report no confirmed 2026 M8.0+ earthquake, while the October 9 Panama event was downgraded from a preliminary 8.0 to 7.6–7.7; however, the direct catalog fetch returned only a blank search form, so current records are not perfectly verified. (a) About 83 days, or nearly 12 weeks, remain until December 31, 2026, after which the extension only permits USGS magnitude finalization. (b) If nothing changes, the two reported M7.8 earthquakes remain the annual maximum and Yes wins. Polymarket's 79.5% Yes price is the primary anchor, and I remain close to it because the historical rate of roughly one M8+ earthquake per year implies approximately 18–21% risk over the remaining interval. (c) No results if Panama is unexpectedly revised back to at least 8.0 or any new global M8.0+ earthquake occurs before the deadline. (d) Yes results if Panama remains below 8.0 and no such new event occurs, consistent with the 2026 tally of zero M8+ events and historical years with active M7 seismicity but no M8. I place Yes slightly above the market midpoint because the Panama downgrade appears reviewed and M7 clustering is weak evidence for an imminent M8, while retaining substantial tail risk for unpredictable megathrust activity and source revisions.
4. Final plain mean of 5 draws
81% (66% confidence)
Yes: 81% No: 19%
Mean of 5 draws (0.83, 0.81, 0.80, 0.80, 0.80). (0) The condition is not yet settled. The USGS-sourced Wikipedia tally and Al Jazeera put 2026's maximum at Mw 7.8 (Mindanao in June, Ende in August), with zero M8.0+ events. Today's Panama quake was first flagged at 8.0, but USGS review downgraded it to 7.6, with one product showing 7.7. Nothing has reached 8.0 so far, and YES fails only if an M8.0+ event occurs before Dec 31. (a) About 83 days remain in 2026, plus an extension into early January 2027 for magnitude finalization. (b) If nothing changes, the maximum stays at 7.8 and the market resolves YES. (c) NO path: an M8+ megathrust rupture in Q4, for example in Kamchatka (where a peer-reviewed study flagged a 2026–2031 M8.4–8.8 window), the Japan Trench or elsewhere. A smaller path is the Panama magnitude being revised up to 8.0, which I put at roughly 1%. (d) YES path: no great quake in the remaining window, consistent with about half of recent years having no M8+ event at all. Base rate: global M8+ events run about 0.9–1.1 per year, so a Poisson rate over 0.23 years gives about an 18–20% chance of at least one. The market sits at 79.5% (bid 78 / ask 81). The bracket markets imply about 72%, but they are thin and their sum is overpriced. My estimate is about 81%, essentially agreeing with the main market.
Pipeline Timing
Total pipeline time: 163.4s
Per-tool research timings shown in the Research section above.