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Will NYC subway average weekday ridership (the mean of the MTA's daily subway ridership figures for every Monday through Friday, holidays included) as published in its Daily Ridership and Traffic series be above 4200000 in October 2026? — Above 4.2 million
89%
Agent
89%
Market Price
-0.4%
Edge
66%
Confidence
35,789
Volume
1.0c
Spread
39
Days to resolution
5
Markets in event
final rationale
Mean of 5 draws (0.89, 0.90, 0.90, 0.87, 0.87). (0) Not resolved yet. No October 2026 figure is published; the resolution source read only showed 2024 annual data, and the outcome depends on the full month's daily series. (a) The month runs Oct 1–30 weekdays, with data published by early November and trading closing Nov 10. That leaves about four weeks of ridership still to be realized. (b) Status quo strongly favors Yes. Full-year 2025 average weekday ridership was already 4.00M, and that annual figure is dragged down by weak winter and summer months. October is seasonally one of the strongest months: October 2025 had peak days of 4.52–4.60M, and a September 2025 week averaged about 4.35M. September 2026 set a new post-pandemic record of 4.70M, and high gas prices (+29–41% y/y) push commuters toward transit. A typical non-holiday October 2026 weekday plausibly runs about 4.3–4.5M, so Columbus Day (Oct 12, included per the rules) costs only about 40–50k off the mean. (c) No path: 2026 ridership has been choppier than the MTA forecast, as the Comptroller noted. If the September spike was mostly UNGA and back-to-school effects, and October settles near 4.15–4.2M, a service disruption, strike or weather event could tip it under. (d) Yes path: October runs about 3–5% above October 2025 levels, landing around 4.3–4.4M. The Kalshi anchor of 89% (up 12 points in 30 days) is consistent with this. I lack an exact October 2025 monthly mean, so I stay roughly at the market price.
price vs. prediction
market price
agent forecast at t+0
16 follow-ups
re-scan context
This market has been scanned before. Previous predictions:
| date | predicted | market price | confidence |
|---|---|---|---|
| 2026-09-18 | 81% | 88% | 55% |
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
kalshi_direct
resolution_source
kalshi_related
polymarket_related
article_search
Planner reasoning
The Kalshi price is the anchor. The MTA daily ridership dataset is the resolution source and holds the recent weekday levels: September 2026 and October 2025 figures give a direct baseline. Related Kalshi markets at other thresholds and months show the implied distribution, and a targeted search can pull the latest MTA-reported weekday averages and record-ridership days.
2. Research parallel tool calls + 4 web research loops (Sonnet 5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports)
Tools
- kalshi_direct: ## This Market's Kalshi Data **Above 4.2 million** (KXNYCSUBWAY-26OCT31-A4200000) - Current price (probability): 89.00% (live; bid 89% / ask 90%) - 7-day price change: +0.00% - 30-day price change: +12.00% - Average daily volume: 1884 contracts - Price range: 77.00% - 91.00% - Data points: 19 days
- resolution_source: already_resolved=unclear; matches_criteria=False; last_updated=2024 (annual data through 2024). The page shows annual average weekday subway ridership of 3,735,571 for 2024 (up from 3,625,326 in 2023), both well below the 4.2 million threshold. No data for October 2026 is present, as the question concerns a future period not yet covered by this dataset.
- kalshi_related: 0 related markets / summaries. series KXNYCSUBWAY: 0 markets (skipped 5 no-signal) | keyword 'NYC subway ridership': no matches
- polymarket_related: Polymarket search over 2 keyword(s), kept 0 matches. keyword 'subway ridership': 0 markets | keyword 'MTA': 0 markets
- article_search: Fetched 14 unique articles across 2 queries (lookback=45d). 'MTA subway average weekday ridership September 2026': 8 articles | 'subway ridership record day 2026 4 million': 8 articles
Research loops, bottom lines
- current state: Subway ridership has been on a clear upward YoY trend, with full-year 2025 average weekday already at ~4.00M and single-day readings in September 2026 reaching as high as 4.1M–4.7M (including a 4.70M record on Sept 23), consistent with October (historically one of the strongest months) plausibly averaging above 4.2M weekday in 2026; however, no October 2026 monthly figure exists yet, and the Comptroller's tracker flags that 2026 ridership growth has been choppier than late-2025 peaks, so the out
- base rate: The base-rate trend strongly favors "Yes": full-year 2025 average weekday ridership was already 4.00M (up 7.1% y/y), October has historically shown above-average y/y growth versus other months, and September 2026 posted unprecedented records (every weekday >4M, single-day peak of 4.70M), implying monthly averages well above 4.2M are now the norm rather than the exception. The main downside risk is the Comptroller's observation that 2026 month-to-month recovery has been choppier than the MTA's ow
- yes case: The strongest Yes case rests on compounding two confirmed facts — full-year 2025 weekday average already at 4.00M with 7.1% YoY growth, and October historically running well above the annual average (October 2025 peak days of 4.52–4.6M) — combined with September 2026's unprecedented single-day record of 4.70M, which is ~90,000 rides higher than December 2025's prior record; if this elevated 2026 baseline persists even partially into October, a monthly weekday average above 4.2M is a highly plaus
- no case: The strongest NO case rests on arithmetic and base rates rather than any specific October 2026 shock: full-year 2025's weekday mean was only ~4.00M, October 2025's own celebrated peak days (4.52–4.55M) did not evidently push a full monthly average much past the mid-4.1M range, and the September 2026 record (4.70M) was explicitly tied to one-off UNGA/back-to-school effects that will not recur in October — so clearing 4.2M for the whole month requires sustained, broad-based growth beyond what isol
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| kalshi_direct | OK | 0.2s | 1 | ## This Market's Kalshi Data **Above 4.2 million** (KXNYCSUBWAY-26OCT31-A4200000) - Current price (probability): 89.00% (live; bid 89% / ask 90%) - 7-day price change: +0.00% - 30-day price change: +12.00% - Average daily volume: 1884 contracts - Price range: 77.00% - 91.00% - Data points: 19 days |
| resolution_source | OK | 4.1s | 1 | already_resolved=unclear; matches_criteria=False; last_updated=2024 (annual data through 2024). The page shows annual average weekday subway ridership of 3,735,571 for 2024 (up from 3,625,326 in 2023), both well below the 4.2 million threshold. No data for October 2026 is present, as the question co |
| kalshi_related | OK | 0.6s | 0 | 0 related markets / summaries. series KXNYCSUBWAY: 0 markets (skipped 5 no-signal) | keyword 'NYC subway ridership': no matches |
| polymarket_related | OK | 0.5s | 0 | Polymarket search over 2 keyword(s), kept 0 matches. keyword 'subway ridership': 0 markets | keyword 'MTA': 0 markets |
| article_search | OK | 1.1s | 14 | Fetched 14 unique articles across 2 queries (lookback=45d). 'MTA subway average weekday ridership September 2026': 8 articles | 'subway ridership record day 2026 4 million': 8 articles |
research loops
·
4/4 ok ·
23 searches ·
5 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 56s | 7 | 2 | 5071 chars |
| base rate | OK | 35s | 5 | 2 | 4818 chars |
| yes case | OK | 39s | 5 | 1 | 4208 chars |
| no case | SNIPPETS | 58s | 6 | 0 | 5540 chars · no page read; snippets only |
report: current state
- [2026-09-23] The subway recorded
4,696,692 rides on September 23, its busiest day since before the pandemic and a new record for the years since
, with the record tied to UN General Assembly traffic, back-to-school surge, and a Gridlock Alert Day (https://timeout.com/newyork/news/the-nyc-subway-just-had-its-busiest-day-since-before-the-pandemic-092826; https://yahoo.com/news/us/articles/nyc-subway-just-had-busiest-221153816.html).
- [2026-09-14] One year earlier, in the week of Sept 8–14, 2025,
the subway recorded more than four million riders every weekday – a first since the COVID-19 pandemic, with 4.1 million on Monday, 4.44 million Tuesday, 4.48 million Wednesday, 4.51 million Thursday, and 4.2 million Friday
(https://www.mta.info/press-release/icymi-governor-hochul-announces-record-7-day-subway-ridership-268-million-rides-last) — that week's weekday average was ~4.35M, showing the trajectory the 2026 figures are building on.
- [2026-09-04 (pub.)] MTA's official 2025 ridership summary (most recent annual data point) shows
average weekday ridership grew 7.1% to 4.002 million (73% of 2019 levels)
for the full year 2025, with the exact figure
4,001,735
(https://www.mta.info/agency/new-york-city-transit/ridership/2025).
- [2025-10-22/23] Prior-year comparison point:
the subway carried 4.52 million riders on October 22 and 4.55 million the following day
in 2025, which was itself a post-pandemic record at the time (https://yahoo.com/news/us/articles/nyc-subway-just-had-busiest-221153816.html).
- [2025-10-29 to 2025-12-04] Records kept rising into late 2025:
on Wednesday, December 3, 4.61 million customers rode the subway, and on Thursday, December 4, 4.63 million, both eclipsing the previous record set on October 29, 2025 of 4.6 million
(https://www.mta.info/press-release/icymi-governor-hochul-announces-record-subway-ridership-of-46-million-riders-and-best).
- [2026-01 (report pub.)] A January 2026 MTA Key Performance Metrics document noted
even with the storm and its aftermath, paid weekday subway ridership was still up, with average weekday ridership rising 10.9% YOY
for that period, signaling continued YoY growth into 2026 (https://www.mta.info/document/199231).
- [2026-ytd through ~Sept] The NY State Comptroller's tracker (updated 2026-09-21, fetched 2026-10-02) states recovery to pre-pandemic levels
fluctuated between 72.3 percent and as high as 80.8 percent in December 2025, with a slight decline in the following months
, and
as of February 2026, the MTA anticipates ridership will reach 78 percent of 2019 levels in 2026... so far in 2026, however, ridership levels have not yet sustained these levels, although they remain close
(https://www.osc.ny.gov/osdc/subway-recovery-tracker). This implies early-to-mid 2026 months were somewhat softer than the Dec 2025 peak before the September 2026 resurgence.
- [2026-09-25 (pub.)] Coverage of the September 23 record noted it
sets a new post-pandemic ridership record, surpassing the previous high of 4.61 million riders set in December 2025
(https://6sqft.com/4-7-million-people-rode-the-nyc-subway-in-a-single-day-this-week-a-new-post-pandemic-record).
- [2026-10 (resolution month, in progress)] No official MTA monthly or "Daily Ridership and Traffic" average-weekday figure for October 2026 has yet been published; the open-data dataset most relevant to the question ("MTA Daily Ridership and Traffic: Beginning 2020," https://data.ny.gov/Transportation/MTA-Daily-Ridership-and-Traffic-Beginning-2020/sayj-mze2) updates on a rolling basis but October's monthly average cannot yet be computed since the month just began (today is Oct 2, 2026).
- [2026-09-23 context] Analysts/press attribute the record-setting single-day figures to seasonal factors (UN General Assembly week, back-to-school, Gridlock Alert Day) rather than a new sustained baseline, per
factors contributing to the record-breaking figures include the United Nations General Assembly, back-to-school surge, and seasonal return of people to the city after a long summer away
(https://yahoo.com/news/us/articles/nyc-subway-just-had-busiest-221153816.html).
BOTTOM LINE: Subway ridership has been on a clear upward YoY trend, with full-year 2025 average weekday already at ~4.00M and single-day readings in September 2026 reaching as high as 4.1M–4.7M (including a 4.70M record on Sept 23), consistent with October (historically one of the strongest months) plausibly averaging above 4.2M weekday in 2026; however, no October 2026 monthly figure exists yet, and the Comptroller's tracker flags that 2026 ridership growth has been choppier than late-2025 peaks, so the outcome is not yet confirmed and hinges on data to be published by MTA/data.ny.gov in the coming weeks.
NOT FOUND: An official MTA or NY Open Data monthly-average-weekday figure specifically for September 2026 or October 2026 (the "Daily Ridership and Traffic" dataset's computed October 2026 weekday mean); any MTA press release explicitly stating a September 2026 monthly average weekday ridership number.
report: base rate
- [2026-09-23] The MTA set a new post-pandemic single-day subway ridership record, recording
4,696,692 rides on Wednesday, September 23
, during UN General Assembly week. Source: https://6sqft.com/4-7-million-people-rode-the-nyc-subway-in-a-single-day-this-week-a-new-post-pandemic-record
- [2025-09-14] One year earlier, the MTA had already hit a milestone:
a new post-pandemic subway ridership record, setting a new 7-day high of 26.8 million riders traveling between Monday, Sept. 8 and Sunday, Sept. 14, with more than four million riders every weekday – a first since the COVID-19 pandemic
. That week's weekday figures were:
4.1 million riders on the subway on Monday; 4.44 million on Tuesday; 4.48 million on Wednesday; 4.51 million on Thursday; and 4.2 million riders on Friday
— already averaging well above 4.2M for that single week. Source: https://www.mta.info/press-release/icymi-governor-hochul-announces-record-7-day-subway-ridership-268-million-rides-last
- [2026-09-01] MTA's official annual report shows full-year 2025 average weekday subway ridership reached
4.002 million, up 7.1% year-over-year (73% of 2019 levels)
, continuing a multi-year recovery trend: 2020: 2.04M, 2021: 2.37M, 2022: 3.19M, 2023: 3.63M, 2024: 3.74M, 2025: 4.00M (table data from mta.info/agency/new-york-city-transit/ridership/2025). Source: https://www.mta.info/agency/new-york-city-transit/ridership/2025
- [2025-12-17] MTA Board data comparing October year-over-year showed strong growth by line segment:
Subway line ridership growth by line segments, Oct 2024 vs Oct 2025 (weekday), with system-wide average +5.5%
and several segments up 13-18%, indicating October is historically a strong-ridership month with above-average system growth versus the full-year rate. Source: https://www.mta.info/document/194491
- [2026-04-01] NYS Comptroller reported
on the average weekday, subway ridership in 2025 was 74 percent of the 2019 level, improving from 68 percent in 2024
, confirming the weekday recovery trajectory, though weekday recovery consistently lags weekend recovery. Source: https://www.osc.ny.gov/files/reports/osdc/pdf/report-2-2027.pdf
- [2026-09-21] NYS Comptroller's Subway Recovery Tracker notes 2026 ridership has been volatile relative to MTA's own forecast:
As of February 2026, the MTA anticipates that ridership will reach 78 percent of 2019 levels in 2026 and stay at about that level through 2029. So far in 2026, however, ridership levels have not yet sustained these levels, although they remain close
. Source: https://www.osc.ny.gov/osdc/subway-recovery-tracker
- [2026-09-21] The same tracker shows recent monthly recovery-rate range:
Ridership has not dropped below 70 percent since [September 2024] and has hovered around 74 percent of pre-pandemic levels in most months... then between 72.3 percent and as high as 80.8 percent in December 2025, with a slight decline in the following months
— showing some month-to-month softening in early-mid 2026 even as September 2026 posted new records.
- [2025-08-17] MTA Chair Janno Lieber framed the September 2025 surge as seasonal:
"Back to school always brings a bump in ridership, but this one's for the record books – MTA's busiest week across almost all agencies since before the pandemic"
, a pattern that recurred even more strongly in September 2026. Source: https://www.governor.ny.gov/news/governor-hochul-announces-record-7-day-subway-ridership-268-million-rides-last-week
- [2026-07-19] A financial-markets research note using MTA's own monthly series found that
weekend subway ridership in New York has recovered to nearly 90% of its 2019 level while weekdays remain stuck near 75%, consistent with the finding that the shift to hybrid work has permanently thinned the weekday commute
, underscoring a structural ceiling even as nominal weekday counts rise with population and fare-evasion-reduction efforts.
BOTTOM LINE: The base-rate trend strongly favors "Yes": full-year 2025 average weekday ridership was already 4.00M (up 7.1% y/y), October has historically shown above-average y/y growth versus other months, and September 2026 posted unprecedented records (every weekday >4M, single-day peak of 4.70M), implying monthly averages well above 4.2M are now the norm rather than the exception. The main downside risk is the Comptroller's observation that 2026 month-to-month recovery has been choppier than the MTA's own forecast and some months fell short of expectations.
NOT FOUND: An official MTA-published figure for the specific October 2025 average weekday ridership number (only year-over-year percentage growth by line segment was found, not the absolute monthly average), and no official MTA monthly figure yet exists for October 2026 (month in progress) or for September 2026 as a full-month average.
report: yes case
YES means: the MTA's published October 2026 mean of weekday subway ridership (Mon–Fri, holidays included) in the Daily Ridership and Traffic series comes in above 4,200,000.
- [2026-09-23] The subway hit
4,696,692 rides on Wednesday, September 23
, a single-day figure that already clears the 4.2M weekday-average bar by nearly half a million rides and is the highest daily count on record for the post-pandemic era, per 6sqft.com.
- [2026-09-23] Press coverage noted this
tally sets a new post-pandemic ridership record, surpassing the previous high of 4.61 million riders set in December 2025
, showing the single-day ceiling has risen roughly 85,000–90,000 rides in just nine months (Dec 2025 → Sept 2026).
- [2026-04 (OSC report, published)] The State Comptroller confirms
on the average weekday, subway ridership in 2025 was 74 percent of the 2019 level, improving from 68 percent in 2024
, a 6-point annual jump in recovery rate — if a comparable or larger jump occurs into 2026, October's weekday average (2019 base per Wikipedia-sourced MTA data was 5,493,875) would land near 76–80% of 2019, i.e., roughly 4.2–4.4M.
- [2026-04 (OSC)] DiNapoli's release states
in 2025, the average weekend subway ridership was at 89% of the 2019 level, up from 80% in 2024. By contrast, average weekday subway ridership was at 74% of the 2019 level in 2025, up from 68% in 2024
— weekday recovery, while lagging weekend, is still accelerating at a pace consistent with crossing 4.2M in a seasonally strong month like October.
- [2025-10-24] A year-ago comparison point from the Governor's office itself:
On Wednesday, October 22, 4.52 million customers rode the subway and on Thursday, October 23, that figure was 4.55 million riders
— meaning October 2025's peak days already exceeded 4.2M handily; with September 2026 single days now ~150,000 rides higher than September 2025's comparable peaks, October 2026 peak days are very likely to exceed October 2025's ~4.5M, pulling the monthly average up correspondingly.
- [2025-12-05] The Governor's office documented sustained post-October momentum into Q4 2025:
Both days eclipsed the previous record set on October 29, 2025 of 4.6 million subway customers and were up 6 percent from the same dates in 2024
— establishing that October-to-December 2025 already ran persistently near or above 4.6M on strong days, a baseline from which 2026's growth trend (7-10% YoY per MTA/OSC data) would push October 2026's monthly average solidly past 4.2M.
- [2026-09 (MTA release)] The same December release noted subway on-time performance reaching new records through autumn 2025, with service increases on multiple lines (A, L, soon M) reducing wait times, which plausibly supports (rather than caps) the ridership growth that has continued into 2026 via improved reliability — a mechanism MTA leadership has repeatedly credited for record growth.
- [2026-10 mechanism] If September 2026's elevated baseline (every weekday above 4M per colleagues' Sept 2025 data, now exceeded by ~2026 records) persists through October without a sharp reversion, and if October retains its historical pattern of running above the annual average (as shown by October 2025's run of 4.5–4.6M peak days versus the ~4.0M full-year 2025 average), a October 2026 weekday mean comfortably above 4.2M is the single most probable path to YES.
BOTTOM LINE: The strongest Yes case rests on compounding two confirmed facts — full-year 2025 weekday average already at 4.00M with 7.1% YoY growth, and October historically running well above the annual average (October 2025 peak days of 4.52–4.6M) — combined with September 2026's unprecedented single-day record of 4.70M, which is ~90,000 rides higher than December 2025's prior record; if this elevated 2026 baseline persists even partially into October, a monthly weekday average above 4.2M is a highly plausible, arguably likely, outcome.
NOT FOUND: No official MTA or NY Open Data figure for the October 2025 full-month weekday average (only single-day peak figures), and no September or October 2026 monthly average has yet been published to confirm the trend is holding across the whole month rather than just on record-setting peak days.
report: no case
YES means: the MTA's October 2026 average across all Monday–Friday calendar days (including any holidays that fall in the month) for subway ridership, as computed from the agency's Daily Ridership and Traffic series, comes in above 4,200,000.
- [2026-09-04 pub.] The MTA's own published methodology states that
ridership on major holidays (New Year's Day, Presidents Day, Memorial Day, Independence Day, Labor Day, Thanksgiving, and Christmas) is included only in the annual total
, i.e., excluded from the "average weekday" figure MTA itself publishes — yet Columbus Day is not on that exclusion list, so the Kalshi market's literal "holidays included" definition does not obviously diverge from MTA's own practice for October specifically, removing one potential technicality that could otherwise have padded the figure down. https://www.mta.info/agency/new-york-city-transit/ridership/2025
- [2026-09-04 pub.] Full-year 2025 average weekday ridership was only
4.002 million (73% of 2019 levels)
even after a 7.1% y/y jump and despite several record-shattering days late in the year — meaning the entire year's weekday mean sits just above 4.0M, and a single month would need to run roughly 5% hotter than the full-year average to clear 4.2M.
- [2025-12-17 pub.] The MTA Board's own October year-over-year breakdown showed
Subway line ridership growth by line segments Oct 2024 vs Oct 2025 (weekday) ... +5.5%
systemwide — a solid but not explosive growth rate; applying a similar or even somewhat higher y/y growth to whatever October 2025's actual monthly weekday mean was (not separately disclosed by MTA) leaves real uncertainty about whether October 2026 clears the 4.2M bar rather than landing just under it.
- [2026-09-23 pub.] Coverage framed the September 23 record of nearly 4.7 million rides as driven by one-off factors —
the United Nations General Assembly, which brought road closures from September 21-26, plus the back-to-school surge and the seasonal return of residents after summer
— none of which recur in October, raising the risk that the month reverts toward a more moderate baseline once these temporary boosts fade.
- [2026-09-28 pub.] Even October 2025's celebrated peak days —
4.52 million riders on October 22 and 4.55 million the following day
— were themselves driven by similarly unusual conditions, illustrating that isolated daily spikes in the 4.5M+ range have repeatedly failed to translate into the full year's weekday average rising past ~4.0M, a pattern that could repeat for October 2026.
- [2026-09-21 pub., per prior colleague research] The NYS Comptroller's tracker shows 2026 recovery has been choppier than the MTA's own forecast, with recovery-rate readings softening in "the following months" after the December 2025 peak, undercutting the assumption that September 2026's records mechanically carry into an above-4.2M October monthly mean.
- [2026-05-17/18 pub.] Earlier in 2026, a Long Island Rail Road strike disrupted regional commuting patterns, forcing
the roughly 250,000 people who ride the system each weekday
onto alternate routes and prompting the governor to urge affected commuters to work from home — a reminder that labor actions and service disruptions, even outside the subway itself, can suppress aggregate weekday ridership with little warning; no comparable disruption is currently reported for October 2026, but the precedent shows downside volatility exists within the year.
- [2026-09-02 pub.] A federal government shutdown that had threatened to begin October 1, 2026 was averted when
Congress moved early, passing a continuing resolution that President Trump signed into law on September 2, 2026 ... through December 11, 2026
, removing one tail-risk (reduced tourism/commuting from furloughed federal workers and related disruption) that could have dragged October's weekday mean down — but this also means there is no unusual negative shock currently in play to explain an October shortfall, so a NO outcome would have to rest on normal reversion/seasonality rather than an external disruption.
- [2026-01 pub., per prior colleague research] MTA's own January 2026 performance report flagged that weekday ridership growth, even when positive, has been measured against a backdrop of structural "stuck near 75%" weekday recovery (per the financial-markets research note from 2026-07-19 in the base-rate report), implying the 2019-level ceiling itself constrains how high monthly means can realistically climb barring another step-change event like September's UNGA week.
BOTTOM LINE: The strongest NO case rests on arithmetic and base rates rather than any specific October 2026 shock: full-year 2025's weekday mean was only ~4.00M, October 2025's own celebrated peak days (4.52–4.55M) did not evidently push a full monthly average much past the mid-4.1M range, and the September 2026 record (4.70M) was explicitly tied to one-off UNGA/back-to-school effects that will not recur in October — so clearing 4.2M for the whole month requires sustained, broad-based growth beyond what isolated spike days or modest ~5.5% y/y line-level growth would deliver, especially given the Comptroller's observation that 2026 ridership gains have been choppier than MTA's own forecast.
NOT FOUND: No official MTA or NY Open Data figure for the specific October 2025 full-month average weekday subway ridership (only daily peak figures and a +5.5% weekday y/y growth rate by line segment were found); no October 2026 data yet exists since the month just began.
3. Forecasters 5 draws · Opus 5.5 + GPT-5.6 Sol · plain mean
claude-opus-5-5
62% conf
| Yes | 89% |
| No | 11% |
(0) Not resolved yet. No October 2026 figure is published; the resolution source read only showed 2024 annual data, and the outcome depends on the full month's daily series. (a) The month runs Oct 1–30 weekdays, with data published by early November and trading closing Nov 10. That leaves about four weeks of ridership still to be realized. (b) Status quo strongly favors Yes. Full-year 2025 average weekday ridership was already 4.00M, and that annual figure is dragged down by weak winter and summer months. October is seasonally one of the strongest months: October 2025 had peak days of 4.52–4.60M, and a September 2025 week averaged about 4.35M. September 2026 set a new post-pandemic record of 4.70M, and high gas prices (+29–41% y/y) push commuters toward transit. A typical non-holiday October 2026 weekday plausibly runs about 4.3–4.5M, so Columbus Day (Oct 12, included per the rules) costs only about 40–50k off the mean. (c) No path: 2026 ridership has been choppier than the MTA forecast, as the Comptroller noted. If the September spike was mostly UNGA and back-to-school effects, and October settles near 4.15–4.2M, a service disruption, strike or weather event could tip it under. (d) Yes path: October runs about 3–5% above October 2025 levels, landing around 4.3–4.4M. The Kalshi anchor of 89% (up 12 points in 30 days) is consistent with this. I lack an exact October 2025 monthly mean, so I stay roughly at the market price.
claude-opus-5-5
68% conf
| Yes | 90% |
| No | 10% |
(0) Not resolved: October 2026 has barely begun and no monthly figure exists in the Daily Ridership and Traffic series. (a) The full month must play out (22 weekdays including Columbus Day, which counts); data should be published by early-to-mid November, before the Nov 10 close. (b) Status quo: full-year 2025 weekday average was 4.00M (holidays excluded), October is a seasonally strong month (Oct 2025 days of 4.52-4.60M), a Sept 2025 week averaged ~4.35M, and Sept 2026 set a 4.70M record about 4% above 2025 peaks. Seasonal uplift of ~6-8% over the annual mean plus a few percent YoY growth implies roughly 4.35-4.45M for October 2026, comfortably above 4.2M even after the Columbus Day drag of ~0.05M; high gas prices may add transit use. (c) NO: September's spike was one-off (UNGA, back-to-school), October reverts toward the softer 2026 levels the Comptroller flagged, and a disruption (strike, outage, weather) or a methodology quirk in the source figure pulls the mean just under 4.2M. (d) YES: normal October seasonality plus YoY growth keeps Tue-Thu days at 4.4-4.6M and the mean near 4.4M. Market at 89% is consistent; I sit slightly above it, but the missing October 2025 monthly mean keeps me from going higher.
claude-opus-5-5
66% conf
| Yes | 90% |
| No | 10% |
(0) Not resolved. October 2026 has only just begun, and no October figure exists in the MTA Daily Ridership and Traffic dataset. The resolution-source read showed only annual 2024 data, which is not the relevant series. (a) The month runs Oct 1–31, with data published shortly after and trading closing Nov 10, so all of October's weekdays still have to occur. (b) Status quo strongly favours Yes, though this rests partly on my own estimate rather than a published figure. Full-year 2025 weekday ridership averaged about 4.00M, and that average is dragged down by winter and summer lows. October is a seasonal peak: October 2025 had midweek days of 4.52–4.6M, so its monthly weekday mean was plausibly around 4.3M+. Further evidence: September 2026 set a post-pandemic record of 4.70M (vs a 4.61M prior peak), and January 2026 ran +10.9% YoY. Sharply higher gas prices (+41% YoY) also nudge riders toward transit. (c) No path: a major storm, a strike or service meltdown, or a softer 2026 baseline (the Comptroller notes choppy 2026 recovery below MTA's forecast). Combined with Columbus Day and weaker Mondays and Fridays, that could pull the 22-weekday mean just under 4.2M. (d) Yes path: normal fall commuting with Tue–Thu around 4.5M+ and Mon/Fri around 4.1–4.3M yields a mean of roughly 4.3–4.45M. The Kalshi anchor is 89–90%, and my research largely corroborates it without adding unpriced information. I hold about 10% for disruption risk and for uncertainty about the unpublished October 2025 base.
gpt-5.6-sol
67% conf
| Yes | 87% |
| No | 13% |
(0) The event is not resolved: the resolution-source read only contains annual data through 2024 and does not match the specified Daily Ridership and Traffic series, while October 2026 has only just begun; the remaining condition is for the mean across all October Monday-Friday observations, including holidays, to exceed 4.2 million. (a) There are 29 calendar days left in the measurement month, with the resulting data expected before Kalshi closes on November 10. (b) If the recent trajectory persists without a major disruption, Yes is the status quo: the official 2025 weekday average was 4.002 million, October is seasonally strong, and September 23, 2026 reached a post-pandemic record of 4,696,692. (c) No could result if September's UN General Assembly and back-to-school boost reverses, Columbus Day depresses the holiday-inclusive average, and ordinary weekdays remain near the structurally weaker roughly 75% recovery level. (d) Yes results if October sustains the broad year-over-year recovery evident since 2025, with ordinary weekdays sufficiently near the 4.4-4.6 million levels seen on strong autumn days to keep the full mean above 4.2 million. I anchor on Kalshi's 89% Yes price but reduce it modestly because no September monthly average or October 2025 monthly baseline was found, and the headline 4.70 million observation had identifiable one-off drivers.
gpt-5.6-sol
68% conf
| Yes | 87% |
| No | 13% |
(0) The condition is not already resolved: the supplied resolution-source read contains no October 2026 data and does not match the specified Daily Ridership and Traffic series, so the MTA must publish all October daily figures and their Monday-through-Friday mean must exceed 4,200,000. (a) As of October 2, essentially the entire resolution month remains, with the final October weekday on October 30 and trading closing November 10. (b) If the recent trajectory persists without a major disruption, Yes is the status-quo forecast: the official 2025 weekday average was 4.002 million, October is seasonally strong, and September 23, 2026 reached a post-pandemic record of 4,696,692. (c) No results if the September surge proves largely attributable to UN General Assembly and back-to-school effects, ordinary weekdays revert toward roughly 4.0–4.2 million, and Columbus Day or service disruptions pull the full-month mean to or below the strict threshold. (d) Yes results if broad year-over-year growth continues across ordinary October weekdays, with enough 4.3–4.6 million days to keep the monthly mean above 4.2 million. I anchor near Kalshi's 89% Yes price but reduce it to 87% because no official September monthly mean or October 2025 monthly mean was found, while the Comptroller reports that 2026 recovery has been choppy and the headline September record had unusual one-off drivers.
4. Final plain mean of 5 draws
89%
(66% confidence)
Yes: 89%
No: 11%
Mean of 5 draws (0.89, 0.90, 0.90, 0.87, 0.87). (0) Not resolved yet. No October 2026 figure is published; the resolution source read only showed 2024 annual data, and the outcome depends on the full month's daily series. (a) The month runs Oct 1–30 weekdays, with data published by early November and trading closing Nov 10. That leaves about four weeks of ridership still to be realized. (b) Status quo strongly favors Yes. Full-year 2025 average weekday ridership was already 4.00M, and that annual figure is dragged down by weak winter and summer months. October is seasonally one of the strongest months: October 2025 had peak days of 4.52–4.60M, and a September 2025 week averaged about 4.35M. September 2026 set a new post-pandemic record of 4.70M, and high gas prices (+29–41% y/y) push commuters toward transit. A typical non-holiday October 2026 weekday plausibly runs about 4.3–4.5M, so Columbus Day (Oct 12, included per the rules) costs only about 40–50k off the mean. (c) No path: 2026 ridership has been choppier than the MTA forecast, as the Comptroller noted. If the September spike was mostly UNGA and back-to-school effects, and October settles near 4.15–4.2M, a service disruption, strike or weather event could tip it under. (d) Yes path: October runs about 3–5% above October 2025 levels, landing around 4.3–4.4M. The Kalshi anchor of 89% (up 12 points in 30 days) is consistent with this. I lack an exact October 2025 monthly mean, so I stay roughly at the market price.
Pipeline Timing
Total pipeline time: 138.3s
Per-tool research timings shown in the Research section above.