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Will NYC subway ridership reach 90% of the pre-Covid average before Jan 1, 2027? — 4.19 million
34%
Agent
55%
Market Price
-20.8%
Edge
53%
Confidence
8,094
Volume
5.0c
Spread
89
Days to resolution
2
Markets in event
final rationale
Mean of 5 draws (0.40, 0.35, 0.36, 0.36, 0.24) after one crux research pass. (0) No source shows a 7-day average at or above 4.19M (29.33M/week); the resolution-source fetch returned only 2019 data and an empty catalog page, so nothing has resolved. (a) About three months remain until Jan 1, 2027, including the Thanksgiving and December peak season. (b) Status quo is No: the 2025 annual average was about 3.5M/day (~75% of 2019), August 2026 sits around 72-76%, and the best documented week (Sept 8-14, 2025) was 26.8M, or ~3.83M/day. The gap is narrower than the research implies, though: December 2025 had multiple 4.6M+ weekdays, and 2026 peaks are running 1-3% higher, so a December 2026 week of ~4.6-4.7M weekdays plus strong holiday-shopping weekends could average roughly 4.1-4.2M/day, right at the bar. (c) No: weekends at ~2.5-3M/day keep even the peak December week's average below 4.19M, consistent with no weekly record above 26.8M ever being announced. (d) Yes: a record holiday week with 4.7M+ weekdays and 3.2M+ Saturdays pushes the 7-day average over 4.19M. The market sits at 55% but has fallen 20 points in 30 days, likely because the record UN-week days in September did not yield a threshold-level weekly average; MTA forecasts of 78-82% for 2026 also argue against, so I shade below market to about 40%.
price vs. prediction
market price
agent forecast at t+0
15 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen:
kalshi_direct
kalshi_related
resolution_source
article_search
polymarket_related
Planner reasoning
The price anchor is the Kalshi market itself, plus the sibling strikes in the KXSUBWAY series to see the implied distribution of thresholds. The key fact is the current and peak seven-day average ridership from the MTA daily ridership dataset, which is what the market resolves on. A targeted article search for recent record ridership days and the 2026 seven-day averages adds context ahead of the holiday season.
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 **4.19 million** (KXSUBWAY-27-4.19) - Current price (probability): 55.00% (live; bid 54% / ask 59%) - 7-day price change: -8.00% - 30-day price change: -20.00% - Average daily volume: 70 contracts - Price range: 54.00% - 75.00% - Data points: 21 days
- resolution_source: already_resolved=unclear; matches_criteria=False; last_updated=Jul 10, 2026 (per MTA page header, though this appears to be a stale/incorrect date given the data shown is from 2019). The fetched MTA page shows historical annual subway ridership data through 2019 (average weekday 5,493,875; average weekend 5,494,195), not current daily/seven-day ridership figures needed to assess the 4.19 million t
- kalshi_related: 0 related markets / summaries. series KXSUBWAY: 0 markets (skipped 2 no-signal) | keyword 'subway ridership': no matches
- article_search: Fetched 10 unique articles across 2 queries (lookback=90d). 'MTA subway ridership record seven-day average 2026': 8 articles | 'NYC subway ridership pre-pandemic percent 2026': 8 articles
- polymarket_related: Polymarket search over 1 keyword(s), kept 0 matches. keyword 'NYC subway ridership': 0 markets
Research loops, bottom lines
- current state: As of early October 2026, NYC subway ridership has hit new single-day post-pandemic peaks (up to ~4.7M on Sept 23, an event-driven outlier), but the sustained weekly/annual averages remain in the roughly 73–85% range of the 2019 baseline (annual 2025 average ~73% per MTA; weekday ~74%, weekend ~89% per NYS Comptroller) — well short of the 90% (4.19M 7-day average) threshold, with no evidence a 7-day average near that level has yet occurred.
- base rate: Across every available base rate — MTA's own multi-year ridership series, McKinsey/MTA long-range planning forecasts (repeated in 2022 and again in 2025), and an independent market-modeling firm's probability estimate (~27%) — recovery has consistently plateaued in the 73-85% range with decelerating annual gains, never approaching the 90% (4.19M) bar; historical patterns and official forecasts both imply this outcome is unlikely to be reached before January 2027, though not impossible given cont
- yes case: The strongest YES path is a holiday-season or major-event week in November–December 2026 (Thanksgiving/parade crowds, peak holiday shopping, New Year's Eve) riding on top of congestion pricing's continuing ~7%+ annual ridership lift and a documented pattern of ever-higher single-day peaks (Oct 2025 → Dec 2025 → Sept 2026, each record larger), potentially compounding with already-high weekend recovery (90%+ in several boroughs) to produce a genuine seven-day average at or above 4.19 million — a f
- no case: The most current primary-source MTA data (August 2026 actuals, published September 28, 2026) show subway ridership at only ~72-76% of 2019 levels, and the agency's own internal financial-plan forecast keeps it in the mid-70s to low-80s through year-end 2026 — with the Comptroller's tracker confirming the MTA's own 78% target for 2026 has not even been durably achieved yet; nothing in the record suggests a plausible mechanism for a 15-18 percentage-point jump to a sustained 90% (4.19M) 7-day aver
Crux follow-up
- The documented evidence strongly favors **No**: the only verified 7-day total (26.8M, Sept 2025, ≈3.83M/day) sits far below the 29.33M/4.19M-day threshold, official 2025 weekday averages were only ~73–74% of 2019 levels, and single-day peak growth into 2026 has been incremental (roughly 1–4%), not the double-digit percentage jump that would be needed in a single week to cross the threshold before Jan 1, 2027.
tools
| tool | status | time | items | summary |
|---|---|---|---|---|
| kalshi_direct | OK | 0.2s | 1 | ## This Market's Kalshi Data **4.19 million** (KXSUBWAY-27-4.19) - Current price (probability): 55.00% (live; bid 54% / ask 59%) - 7-day price change: -8.00% - 30-day price change: -20.00% - Average daily volume: 70 contracts - Price range: 54.00% - 75.00% - Data points: 21 days |
| kalshi_related | OK | 2.3s | 0 | 0 related markets / summaries. series KXSUBWAY: 0 markets (skipped 2 no-signal) | keyword 'subway ridership': no matches |
| resolution_source | OK | 5.0s | 1 | already_resolved=unclear; matches_criteria=False; last_updated=Jul 10, 2026 (per MTA page header, though this appears to be a stale/incorrect date given the data shown is from 2019). The fetched MTA page shows historical annual subway ridership data through 2019 (average weekday 5,493,875; average w |
| article_search | OK | 0.4s | 10 | Fetched 10 unique articles across 2 queries (lookback=90d). 'MTA subway ridership record seven-day average 2026': 8 articles | 'NYC subway ridership pre-pandemic percent 2026': 8 articles |
| polymarket_related | OK | 0.6s | 0 | Polymarket search over 1 keyword(s), kept 0 matches. keyword 'NYC subway ridership': 0 markets |
research loops
·
4/4 ok ·
13 searches ·
7 page reads
| dimension | status | time | searches | page reads | report |
|---|---|---|---|---|---|
| current state | OK | 39s | 5 | 2 | 4157 chars |
| base rate | OK | 42s | 2 | 2 | 5014 chars |
| yes case | OK | 36s | 3 | 1 | 5622 chars |
| no case | OK | 32s | 3 | 2 | 5075 chars |
report: current state
- [2026-04-16] The NY State Comptroller's office reported that
in 2025, the average weekend subway ridership was at 89% of the 2019 level, up from 80% in 2024, while average weekday subway ridership was at 74% of the 2019 level in 2025, up from 68% in 2024
. This implies a blended systemwide average well below the 90%/4.19M threshold as of 2025. (https://www.osc.ny.gov/press/releases/2026/04/dinapoli-mta-weekend-ridership-recovery-outpaces-weekdays-across-board)
- [2026-07-10] MTA's own official ridership summary for 2025 states
the subway has a daily ridership of over 4 million and bus has a daily ridership of approximate 1.4 million representing 73% and 65%, respectively, of pre-pandemic ridership levels
, i.e. 2025 average subway ridership was ~73% of 2019, far short of 90%. (https://www.mta.info/agency/new-york-city-transit/ridership/2025)
- [2025-09-16] Governor Hochul announced a then-record 7-day subway total of 26.8 million riders (Sept 8–14, 2025), with
4.1 million subway riders on Monday, 4.44 million on Tuesday, 4.48 million on Wednesday, 4.51 million on Thursday, and 4.2 million on Friday
— a weekly average (~3.83M/day including weekend) still well under the 4.19M (90%) threshold. (https://www.mta.info/press-release/icymi-governor-hochul-announces-record-7-day-subway-ridership-268-million-rides-last)
- [2025-12-05] MTA/Hochul announced single-day post-pandemic records of
more than 4.6 million customers on December 3 & 4
, showing peak weekday ridership approaching, but not sustaining, the 4.19M 7-day-average bar. (https://www.governor.ny.gov/news/governor-hochul-announces-record-subway-ridership-46-million-riders-and-best-november-subway)
- [2026-09-23/2026-09-28] The subway set a new all-time post-pandemic single-day record of
4,696,692 rides on September 23, its busiest day since before the pandemic and a new record for the years since
, during the UN General Assembly ("Gridlock Alert") week. (https://www.timeout.com/newyork/news/the-nyc-subway-just-had-its-busiest-day-since-before-the-pandemic-092826)
- [2026-09-25] Reporting on the same record noted
the tally sets a new post-pandemic ridership record, surpassing the previous high of 4.61 million riders set in December 2025
, confirming this was an exceptional, event-driven single day rather than a new sustained weekly baseline. (https://www.6sqft.com/4-7-million-people-rode-the-nyc-subway-in-a-single-day-this-week-a-new-post-pandemic-record/)
- [2026-04-16] MTA weekday service and ridership analysis found
average weekend subway ridership in Manhattan in 2025 was at 92 percent of the 2019 level, while Brooklyn and Queens weekend ridership had reached 90 percent of 2019 ridership, but the Bronx only reached 66 percent, showing the recovery remains uneven across boroughs
— meaning even the strongest weekend borough markets are only now crossing 90%, while systemwide weekday levels remain much lower. (https://www.osc.ny.gov/files/reports/osdc/pdf/report-2-2027.pdf)
- [2026-09-23] No public MTA or Governor's office release in the past 30 days reports a 7-day (weekly) ridership average anywhere near 4.19 million; all records cited are single-day peaks, not sustained weekly averages.
- [2026-10-03 (today)] No evidence found of any MTA dashboard or press release showing a 7-day average ridership figure at or above 4.19 million at any point in 2026.
BOTTOM LINE: As of early October 2026, NYC subway ridership has hit new single-day post-pandemic peaks (up to ~4.7M on Sept 23, an event-driven outlier), but the sustained weekly/annual averages remain in the roughly 73–85% range of the 2019 baseline (annual 2025 average ~73% per MTA; weekday ~74%, weekend ~89% per NYS Comptroller) — well short of the 90% (4.19M 7-day average) threshold, with no evidence a 7-day average near that level has yet occurred.
NOT FOUND: An official MTA/Comptroller dataset showing a specific 7-day rolling average ridership figure for any week in 2026 (only single-day records and annual/quarterly percentage summaries were available); any MTA statement directly addressing progress toward a 90%-of-2019 or 4.19M weekly-average milestone.
report: base rate
- [2026-01-30] MTA's own annual summary shows 2025 average weekday subway ridership grew to 4,001,735 — 73% of 2019 levels — while 2025 total annual ridership reached approximately 75% of the pre-pandemic baseline, with weekend ridership stronger at 88%.
2025 subway ridership increased to 1,282 million, up 7.3% year-over-year and reaching approximately 75% of 2019 pre-pandemic levels. Average weekday ridership grew 7.1% to 4.002 million (73% of 2019 levels)... Weekend ridership increased 9.3% to 4.83 million (88% of 2019 levels).
https://www.mta.info/agency/new-york-city-transit/ridership/2025
- [2026-01-02] Governor Hochul's year-end release confirms 2025 subway ridership hit
85 percent of pre-pandemic levels
, with the single-day record of 4.65 million riders occurring only once, on December 11, 2025 (a 1-day peak, not a 7-day average). https://www.governor.ny.gov/news/governor-hochul-highlights-record-breaking-year-performance-and-ridership-mta-2025
- [2026-04-01] Historical base-rate pattern from MTA's annual series shows decelerating year-over-year recovery gains in average weekday ridership (percent of 2019): 2020≈37%, 2021≈43%, 2022≈58%, 2023≈66%, 2024≈68%, 2025≈73% — i.e., annual gains shrank from ~15 percentage points (2021→2022) to just 2–5 points in the most recent two years, per MTA's published weekday-ridership table. https://www.mta.info/agency/new-york-city-transit/ridership/2025
- [2026-04-13] A spring 2026 report noted that
except for New Year's Day, the 7-day ridership average on the subways has exceeded 3 million every day in 2025... That average has not been seen since before the COVID-19 pandemic struck New York City
— illustrating that even surpassing a 3M 7-day average was treated as a milestone, far below the 4.19M threshold needed for this market. https://www.amny.com/news/congestion-pricing-mta-data-traffic-subway-ridership-04132025/
- [2026-04-xx] Official long-range planning consistently projects a plateau well short of 90%: MTA/McKinsey-informed projections
In 2025, ridership reached 76.5% to 85% of 2019 levels... MTA planning assumptions, informed by McKinsey projections, anticipate ridership will establish a new baseline around 80% of pre-pandemic levels by the end of 2026
, far below the 90% bar this contract requires. https://www.octagonai.co/markets/financials/kpis/will-nyc-subway-ridership-reach-its-pre-covid-average
- [2026-07-14] Independent analytics firm Octagon, modeling this exact Kalshi market, put its own probability estimate for the 4.19M (90%) outcome at only 27.1%, versus 65.0%/27% model estimates cited elsewhere, while the thinly-traded market itself showed a "modest but consistent decline in perceived probability" from 62% to 57% through mid-2026 — both far from certainty and reflecting persistent skepticism that the 90% bar is reachable this cycle. https://www.octagonai.co/markets/financials/kpis/will-nyc-subway-ridership-reach-its-pre-covid-average
- [2025-11-xx] The earlier McKinsey-based consultancy projection commissioned by the MTA, cited by Gothamist, put subway recovery at only
80% of pre-pandemic levels by the end of 2026
under an optimistic "continued return to office" scenario — a full decade's worth of base-rate forecasting consistently undershooting the 90% mark required here. https://gothamist.com/news/nyc-subway-ridership-hits-new-milestone-but-still-far-short-of-pre-pandemic-levels
- [2022-11-xx] Even earlier (2022) IBO/McKinsey base-case forecasts projected subway ridership reaching only
81 percent of pre-pandemic levels by the end of 2026
, showing that official forecasters have for years clustered around 77-85%, never near 90%, for the 2026 horizon. https://ibo.nyc.ny.us/iboreports/print-on-track-for-recovery-an-examination-of-the-mtas-pandemic-ridership-and-user-revenue-november-2022.pdf
- [2025-12-17] MTA's own December 2025 board presentation put subway ridership recovery at 85% of 2019 levels for that month (the system's seasonal high point), still 5 percentage points below the 90% threshold needed, even in the best month of the year. https://www.mta.info/document/194491
BOTTOM LINE: Across every available base rate — MTA's own multi-year ridership series, McKinsey/MTA long-range planning forecasts (repeated in 2022 and again in 2025), and an independent market-modeling firm's probability estimate (~27%) — recovery has consistently plateaued in the 73-85% range with decelerating annual gains, never approaching the 90% (4.19M) bar; historical patterns and official forecasts both imply this outcome is unlikely to be reached before January 2027, though not impossible given continued congestion-pricing-driven growth.
NOT FOUND: No official MTA or Comptroller forecast explicitly modeling a 90%-of-2019 scenario by end-2026/2027; no historical precedent of a 7-day average reaching 4.19M since the pandemic (highest reported 7-day/single-day figures remain below this level, with the single-day record of 4.65M achieved just once in Dec 2025).
report: yes case
YES means: NYC subway ridership records an official seven-day average of at least 4.19 million rides on any day before January 1, 2027 (i.e., a sustained weekly average crosses 90% of the 2019 baseline), not merely a single-day peak.
- [2026-01-05] Congestion pricing's first full year produced a structural, not just cyclical, ridership boost:
bus and subway ridership increased 7%, Long Island Rail Road ridership went up 9% and Metro-North ridership increased 6%, compared to the prior year
, confirming this is an ongoing driver still compounding in 2026. https://www.thecity.nyc/2026/01/05/congestion-pricing-hochul-mamdani-mta/
- [2026-03-18] The magnitude of 2025's gain accelerated versus prior years:
almost 93 million more subway trips were taken in 2025 than in 2024, bringing overall ridership to 1.3 billion, this 7.7 percent rider increase was up from 3.7 percent in 2024
— i.e., the annual growth rate roughly doubled rather than continuing to decelerate, the opposite of the "plateau" narrative in the base-rate dimension. https://patch.com/new-york/new-york-city/subway-ridership-doubled-during-congestion-pricings-1st-year-new-report-finds
- [2026-03-18] Weekend ridership is growing even faster than system-wide averages, the segment most important for pushing the 7-day average toward the 90% bar:
weekend ridership grew at larger rates than the overall citywide average… total weekend ridership grew by 9.4 percent – a total increase of nearly 22 million riders
. https://patch.com/new-york/new-york-city/subway-ridership-doubled-during-congestion-pricings-1st-year-new-report-finds
- [2026-09-23] Single-day peaks are not only recurring but climbing in magnitude and frequency: the September 23 record of
4,696,692 rides... its busiest day since before the pandemic and a new record for the years since
came less than ten months after the prior December 2025 peak, and specifically
tops the milestones the MTA was celebrating last October, when the subway carried 4.52 million riders on October 22 and 4.55 million the following day
— showing a steadily rising ceiling for the system's busiest days, roughly one full year apart, each record larger. https://timeout.com/newyork/news/the-nyc-subway-just-had-its-busiest-day-since-before-the-pandemic-092826
- [2025-09-16] The September 2025 "back to school" week already demonstrated an entire five-day run above the 4M mark, with
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
— a weekday pattern that, if it recurs with modest weekend strength (Manhattan/Brooklyn/Queens already near 90–92% on weekends per the April 2026 OSC report), would put a holiday or special-event week within striking distance of a 4.19M seven-day average. https://www.mta.info/press-release/icymi-governor-hochul-announces-record-7-day-subway-ridership-268-million-rides-last
- [2026-09-21] The OSC's own September-updated tracker shows citywide recovery
has remained fairly stable since May 2023, fluctuating between 65.7 percent and 71 percent of pre-pandemic ridership though August 2024, then between 72.3 percent and as high as 80.8 percent in December 2025
— meaning the single best month on record (December 2025) already reached 80.8%, and that December is also the month containing the highest-ever single-day figures, suggesting the holiday season specifically (not an average month) is the plausible venue for a 90% breakthrough week.
- [2026-09-21] Notably, even the MTA's own planners may be underestimating momentum: the OSC tracker states
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 with about half the calendar year remaining
— the official baseline itself is a monthly/annual average, which is compatible with short, intense weekly spikes (holidays, UN week, parades, playoff runs) still reaching a 90% seven-day peak even while the annual average sits far lower.
- [2025-12-05] The single highest days recorded so far (more than 4.6M on consecutive December 3–4, 2025 days, per the prior report) occurred during ordinary December shopping/holiday weekdays, not a one-off special event, suggesting the December 2026 holiday season — Thanksgiving travel, Macy's parade crowds, holiday shopping, and NYE — is the most replicable and most likely single stretch for a 4.19M 7-day average, especially layered onto a full added year of congestion-pricing-driven baseline growth.
BOTTOM LINE: The strongest YES path is a holiday-season or major-event week in November–December 2026 (Thanksgiving/parade crowds, peak holiday shopping, New Year's Eve) riding on top of congestion pricing's continuing ~7%+ annual ridership lift and a documented pattern of ever-higher single-day peaks (Oct 2025 → Dec 2025 → Sept 2026, each record larger), potentially compounding with already-high weekend recovery (90%+ in several boroughs) to produce a genuine seven-day average at or above 4.19 million — a feat the system has approached (weekdays in the 4.1–4.5M range for five straight days in Sept 2025) but not yet documented achieving across a full week including weekends.
NOT FOUND: Any MTA/Comptroller publication reporting an actual 7-day rolling average figure (as opposed to single-day or monthly/annual percentages) for any week in 2026; any MTA statement projecting or targeting a 90%/4.19M weekly-average milestone before 2027.
report: no case
YES means: NYC subway ridership reaches a sustained 7-day (weekly) average of at least 4.19 million riders (90% of the 2019 daily average of 4.65 million) at some point between now and Dec 31, 2026.
- [2026-09-28] The MTA's own Finance Committee Financial Performance Report (newest official data available, covering August 2026) shows
NYCT Subway Paid Ridership at 72.1%... as a percentage of pre-COVID levels for August 2026
, and the subway-specific actual line sits at
Aug-26, 75.5%
of 2019 — both far below the 90% threshold, confirming no structural break upward through late summer 2026.
- [2026-09-28] The MTA's own financial plan forecast line for NYCT Subway Paid Ridership, which embeds the agency's own internal planning assumptions through 2026, projects only gradual increases that stay in the roughly 75-82% band through year-end 2026, never approaching 90%.
- [2026-09-21] The NYS Comptroller's Subway Recovery Tracker (most recently updated page, data through mid-2026) states that
subway ridership recovery citywide has remained fairly stable since May 2023, fluctuating between 65.7 percent and 71 percent of pre-pandemic ridership though August 2024, then between 72.3 percent and as high as 80.8 percent in December 2025, with a slight decline in the following months. 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.
- [2026-09-21] The same tracker explicitly notes
so far in 2026, however, ridership levels have not yet sustained these levels, although they remain close with about half the calendar year remaining
— i.e., even the 78% MTA target (well under 90%) has not been durably hit through two-thirds of 2026.
- [2026-09-21] Weekday office-driven ridership remains the binding constraint:
citywide baseline ridership for each month is the aggregate of all station baseline ridership for that month
, and the OSC data show no evidence weekday recovery (historically ~10-15 points behind weekends) has closed the gap needed to push a systemwide 7-day average above 90%.
- [2026-04-16] Even in the best-performing weekend submarket,
average weekend subway ridership in Manhattan in 2025 was at 92% of the 2019 level, while Brooklyn and Queens weekend ridership had reached 90% of 2019 ridership
— meaning only two of five boroughs' weekend ridership has crossed 90%, while weekday ridership (80% of total trips per the Comptroller) remains the much larger drag.
- [2026 (NY economic snapshot)] Office-based commuting capacity, a structural driver of weekday subway demand, remains capped:
Kastle return-to-office improved in January and has increased 5.7 percentage points over the past year... the citywide office vacancy rate declined for the sixth time in seven quarters and is now at a three-year low
of 13.8% — i.e., office recovery is improving only incrementally (single-digit percentage points per year), not enough to drive a sudden subway surge to 90%.
- [2026-09-23] The single-day post-pandemic record (4.70M, UN General Assembly "Gridlock Alert" week) that colleagues flagged was an event-driven spike, not indicative of a new sustained baseline; MTA's own August 2026 monthly actuals (75.5% subway, 72.1% blended NYCT/rail) establish that normal conditions remain far below the 4.19M/90% bar even after that spike.
- [2026-09-28] No MTA document in the past 30 days — including the September 28, 2026 Finance Committee report, the most current official ridership data available before the Jan 1, 2027 deadline — shows any realized or forecast path to a sustained 90% (4.19M) weekly average before year-end; the agency's own forward curve (the blue "Financial Plan Forecast" line) stays within the 72-82% band through the remainder of 2026.
- [Historical pattern] The MTA's own multi-year forecasting record, from 2022 to 2026, has consistently clustered projections for 2026 ridership recovery in the high-70s to low-80s percentage range, never in the 90% zone, reflecting institutional consensus that structural remote-work/hybrid-work effects on weekday commuting are durable rather than transient — a pattern unbroken by the latest (Sept 2026) data.
BOTTOM LINE: The most current primary-source MTA data (August 2026 actuals, published September 28, 2026) show subway ridership at only ~72-76% of 2019 levels, and the agency's own internal financial-plan forecast keeps it in the mid-70s to low-80s through year-end 2026 — with the Comptroller's tracker confirming the MTA's own 78% target for 2026 has not even been durably achieved yet; nothing in the record suggests a plausible mechanism for a 15-18 percentage-point jump to a sustained 90% (4.19M) 7-day average in the roughly three months remaining before the January 1, 2027 deadline.
NOT FOUND: No MTA, Comptroller, or independent dataset showing any actual 7-day rolling average figure (as opposed to annual/monthly percentage or single-day peaks) at any point in 2026; no MTA statement directly addressing the specific 90%/4.19M milestone as a near-term target.
3. Forecasters 5 draws · Opus 5.5 + GPT-6 Astra + GPT-5.6 Sol · plain mean · re-drawn after crux research
crux research
The first round disagreed: the independent draws span 0.27 to 0.46 (spread 0.19 >= 0.15).
One more research loop went after the crux and every draw below was redone with its report.
first-round draws:
46%, 39%, 32%, 35%, 27%
· crux loop: 5 searches, 0 page reads
report: crux
CRUX: The decisive fact is the actual highest verified **seven-day (weekly) ridership total/average** achieved to date, since the threshold (4.19M/day = 29.33M/week) requires a full-week average, not a single-day peak, and this gap is what all five forecasters disagree about in magnitude.
- **Sept 8–14, 2025**: MTA/Governor's office announced a post-pandemic **7-day record of 26.8 million riders**
Governor Hochul announced that the Metropolitan Transportation Authority (MTA) set 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.
— this equals ~3.83M/day, well below the 4.19M/day (29.33M/week) threshold. No subsequent weekly-total record has been announced since (as of Oct 2026), only single-day records. (governor.ny.gov, Sept 2025)
- **Dec 11, 2025**: Single-day record of 4.654M was reported
On Thursday, December 11, the subway broke its post-pandemic ridership record for the third time in two weeks, with 4.654 million customers.
but no 7-day total was published for that week. (mta.info)
- **2025 full-year**: Total subway ridership reached
nearly 1.3 billion trips, up seven percent from 2024, at 85 percent of pre-pandemic levels
, while MTA's own official average-weekday figure for 2025 was lower:
Average weekday ridership grew 7.1% to 4.002 million (73% of 2019 levels)
. The 85% figure likely includes fare-evasion-adjusted or total-trip counts, not the comparable paid/official daily average used for this threshold.
- **Sept 23, 2026**: New single-day record set during UN General Assembly week:
The New York City subway recorded 4,696,692 rides on September 23, its busiest day since before the pandemic and a new record for the years since.
This
surpass[ed] the previous high of 4.61 million riders set in December 2025
, confirming December 2025's best single day was ~4.61M, not higher. No 7-day total was announced for the UN week.
- **April 2026 OSC report**: On weekdays,
subway ridership in 2025 was 74 percent of the 2019 level, improving from 68 percent in 2024
, while weekends recovered faster, e.g.
Average weekend subway ridership in Manhattan in 2025 was at 92 percent of the 2019 level
— but citywide weekend volumes are much smaller than weekday volumes, limiting their power to pull a 7-day average up.
- **OSC April 2026 report**, overall MTA planning assumption:
The MTA expects utilization and rates of fare payment to continue to increase across all transit services during the next few years reaching 74 percent of pre-pandemic ridership by 2026
(this is the agency's own baseline planning assumption, well below the 90% threshold).
- No official MTA or Governor's press release in the available record documents a 7-day total/average anywhere near 29.33 million (4.19M/day) at any point from 2019 to October 2026; the single best documented week (Sept 2025) was roughly 36% short of that threshold on a percentage basis (26.8M vs 29.33M needed).
- Single-day peaks have risen only modestly year-over-year at the top end: Dec 2025 peak (~4.61–4.65M) to Sept 2026 peak (~4.70M) is about a 1–2% gain, not the compounding week-over-week growth needed to add ~2.5 million rides to a weekly total in under three months.
BOTTOM LINE: The documented evidence strongly favors **No**: the only verified 7-day total (26.8M, Sept 2025, ≈3.83M/day) sits far below the 29.33M/4.19M-day threshold, official 2025 weekday averages were only ~73–74% of 2019 levels, and single-day peak growth into 2026 has been incremental (roughly 1–4%), not the double-digit percentage jump that would be needed in a single week to cross the threshold before Jan 1, 2027.
NOT FOUND: No official MTA/Governor press release giving a specific 7-day ridership total or average for any week in 2026 (including the September UN-week or any holiday week to date); no comptroller or IBO report with a directly comparable "paid ridership" percentage-of-2019 figure for the most recent months (Sept 2026) beyond the August 2026 ~75.5% figure cited by forecasters, which could not be independently re-verified in this search.
claude-opus-5-5 · high effort
42% conf
| Yes | 40% |
| No | 60% |
(0) No source shows a 7-day average at or above 4.19M (29.33M/week); the resolution-source fetch returned only 2019 data and an empty catalog page, so nothing has resolved. (a) About three months remain until Jan 1, 2027, including the Thanksgiving and December peak season. (b) Status quo is No: the 2025 annual average was about 3.5M/day (~75% of 2019), August 2026 sits around 72-76%, and the best documented week (Sept 8-14, 2025) was 26.8M, or ~3.83M/day. The gap is narrower than the research implies, though: December 2025 had multiple 4.6M+ weekdays, and 2026 peaks are running 1-3% higher, so a December 2026 week of ~4.6-4.7M weekdays plus strong holiday-shopping weekends could average roughly 4.1-4.2M/day, right at the bar. (c) No: weekends at ~2.5-3M/day keep even the peak December week's average below 4.19M, consistent with no weekly record above 26.8M ever being announced. (d) Yes: a record holiday week with 4.7M+ weekdays and 3.2M+ Saturdays pushes the 7-day average over 4.19M. The market sits at 55% but has fallen 20 points in 30 days, likely because the record UN-week days in September did not yield a threshold-level weekly average; MTA forecasts of 78-82% for 2026 also argue against, so I shade below market to about 40%.
claude-opus-5-5 · high effort
42% conf
| Yes | 35% |
| No | 65% |
(0) Not resolved: the only verified seven-day record is 26.8M for Sept 8–14, 2025 (about 3.83M/day) versus the 4.19M/day (about 29.3M/week) bar, and every 2026 record (4.70M on Sept 23) is a single day. (a) About three months remain, so the realistic window is the Nov–Dec 2026 holiday season, when Dec 2025 produced 4.6M+ days. (b) Status quo is No: monthly ridership runs about 72–76% of 2019 (Aug 2026), and the 2025 annual average was about 3.5M/day. (c) NO: 2026 growth has slowed (Comptroller notes a slight decline after Dec 2025; single-day peaks up only 1–2%), so even a strong December week of about 4.5–4.6M weekdays plus about 2.8M weekend days lands near 4.0–4.1M/day. (d) YES: continued congestion-pricing growth of about 5–7% on Dec 2025's peak week plus heavy holiday-shopping weekends pushes one week to about 4.2M/day; this needs roughly a 9–10% gain over the best documented week. The market is at 55% but thin and down 20 points in 30 days, likely because the September/UN-week peak fell short; independent modeling put it near 27%. I sit below the market but keep meaningful weight on a holiday-week breakthrough, since no 2026 seven-day figure has been published.
gpt-6-astra · high effort
56% conf
| Yes | 36% |
| No | 64% |
Interpreting the threshold as 4.19 million riders, no supplied source documents the resolving condition: the resolution-source fetch returned historical data and catalog boilerplate, so a qualifying seven-day total of at least 29.33 million remains unverified, not impossible. Approximately 90 days remain until January 1, 2027, and continuation of the documented subthreshold pattern would produce No. I anchor on Kalshi's 55% Yes price but reduce it to 36%, judging that it underweights the full-week constraint: MTA's September 16, 2025 release verifies 26.8 million weekly rides, requiring another 9.4% to reach the threshold—not the follow-up report's erroneous 36% gap. The September 23, 2026 single-day record of approximately 4.697 million, reported by Time Out and 6sqft, demonstrates recovery but does not establish a comparable increase across an entire week. A No scenario combines persistent hybrid commuting with substantially lower weekend volumes, leaving every rolling week below 29.33 million despite additional daily records. A Yes scenario combines a strong pre-Christmas workweek with holiday tourism and continued weekend growth, producing one exceptional qualifying week even while annual recovery remains substantially below 90%. I retain meaningful Yes probability because the documented weekly benchmark is over a year old, December 2025 subsequently delivered higher daily peaks, and the reported 2025 ridership growth of roughly 7–9% makes the remaining gap plausible rather than prohibitive. Confidence is limited by missing 2026 rolling totals, inconsistent recovery definitions and unverified August finance figures; these create substantive measurement and publication uncertainty because settlement depends on qualifying MTA data, not inferred activity or single-day headlines.
gpt-6-astra · high effort
58% conf
| Yes | 36% |
| No | 64% |
Neither achievement nor impossibility is established: the resolution-source fetch returned historical MTA data and catalog boilerplate, not a current qualifying seven-day average. About 90 days remain until January 1, 2027, during which the official series must record at least 29.33 million rides over seven days. I anchor on Kalshi's 55% Yes price but reduce it to 36%, principally because the distinction between record weekdays and the required full-week total appears potentially underweighted. MTA's verified September 8–14, 2025 total was 26.8 million, requiring a further 9.4% increase—not the follow-up report's erroneous 36% shortfall—although the missing 2026 weekly series means this cannot be treated as the current maximum. The September 23, 2026 single-day record of 4.697 million reported by Time Out is only about 1% above MTA's December 2025 record of 4.654 million, suggesting limited recent growth at the peak. On the below-threshold conditions indicated by available evidence, No is the status quo; continued weekday commuting weakness and lower-volume weekends could prevent even repeated record weekdays from producing a qualifying average. Yes remains plausible through an unusually strong early-December shopping/event week combining near-record weekdays with substantially stronger weekends, supported by the approximately 7% overall and 9% weekend growth documented for 2025, though repeating those gains is uncertain. Missing current daily observations, conflicting recovery percentages, and unverified August figures materially limit conviction, while paid-versus-total ridership definitions and source reporting gaps could leave an apparent real-world crossing unconfirmed in the resolving series.
gpt-5.6-sol · high effort
68% conf
| Yes | 24% |
| No | 76% |
(0) The fetched resolution pages do not establish that the condition has been met, and no MTA or Governor release documents a seven-day total reaching the required 29.33 million rides; that must still occur before January 1, 2027. (a) About 90 days remain from October 3 until the deadline. (b) If ridership remains near current levels, the outcome is No: the MTA's September 28 report put August 2026 subway ridership at about 75.5% of 2019, while its year-end forecast remains roughly 75-82%, below 90%. Kalshi's current Yes price is 55%, but I move materially lower because the best verified seven-day total is only 26.8 million in September 2025, or 3.83 million daily, versus 4.19 million required, while the latest single-day record improved only about 1-2% over December 2025. (c) The straightforward No scenario is that hybrid-work constraints persist and occasional 4.6-4.7 million weekdays are offset by much lower weekends, preventing any full week from gaining the roughly 2.53 million rides needed over the documented record. (d) Yes could occur if an unusually strong November or December stretch combines five near-record weekdays with sharply stronger weekend traffic, although holiday-related weekday reductions make that difficult. The absence of an accessible official 2026 rolling-average series leaves meaningful uncertainty, but the primary-source monthly data and historical weekly record strongly favor No.
4. Final plain mean of 5 draws · second round
34%
(53% confidence)
Yes: 34%
No: 66%
Mean of 5 draws (0.40, 0.35, 0.36, 0.36, 0.24) after one crux research pass. (0) No source shows a 7-day average at or above 4.19M (29.33M/week); the resolution-source fetch returned only 2019 data and an empty catalog page, so nothing has resolved. (a) About three months remain until Jan 1, 2027, including the Thanksgiving and December peak season. (b) Status quo is No: the 2025 annual average was about 3.5M/day (~75% of 2019), August 2026 sits around 72-76%, and the best documented week (Sept 8-14, 2025) was 26.8M, or ~3.83M/day. The gap is narrower than the research implies, though: December 2025 had multiple 4.6M+ weekdays, and 2026 peaks are running 1-3% higher, so a December 2026 week of ~4.6-4.7M weekdays plus strong holiday-shopping weekends could average roughly 4.1-4.2M/day, right at the bar. (c) No: weekends at ~2.5-3M/day keep even the peak December week's average below 4.19M, consistent with no weekly record above 26.8M ever being announced. (d) Yes: a record holiday week with 4.7M+ weekdays and 3.2M+ Saturdays pushes the 7-day average over 4.19M. The market sits at 55% but has fallen 20 points in 30 days, likely because the record UN-week days in September did not yield a threshold-level weekly average; MTA forecasts of 78-82% for 2026 also argue against, so I shade below market to about 40%.
Pipeline Timing
Total pipeline time: 200.8s
Per-tool research timings shown in the Research section above.