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How many jobs will the U.S. economy add in October 2026?
47500.0
Submitted p50
economics
Domain
Plan 13.71s
Sub-questions (0)
Tool requests (4)
resolution_source
{"question": "How many jobs will the U.S. economy add in October 2026?", "source_name": "BLS Employment Situation Summary", "urls": ["https://www.bls.gov/news.release/empsit.nr0.htm", "https://www.bls.gov/news.release/empsit.t17.htm"]}
fred_data
{"lookback_months": 36, "series_ids": ["PAYEMS", "UNRATE", "ICSA", "CCSA", "ADPMNUSNERSA", "USGOVT"]}
web_search
{"queries": ["October 2026 nonfarm payrolls consensus forecast economists", "October 2026 jobs report hurricane strike federal workforce impact payrolls"]}
code_execution
{"code": "# After FRED returns PAYEMS levels, compute diffs for the last 24 months.\n# Report mean, std, and the 10/25/50/75/90 percentiles of month-over-month changes,\n# plus a 3-month and 6-month average.\nprint(\u0027placeholder: compute from PAYEMS returned by fred_data\u0027)"}
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resolution_source
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resolved=unclear; The BLS Employment Situation Summary still shows t
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fred_data
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web_search
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Empirical distribution of recent monthly payroll changes fro
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current state
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base rate
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key factors
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expert view
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high case
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low case
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report: current state
- [2026-10-02] The latest BLS print is September 2026: nonfarm payrolls rose 29,000 (preliminary), and the unemployment rate was 4.2%. The prior 12-month average gain was 45,000. Source: https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-02] Table B-1 (seasonally adjusted, in thousands) shows total nonfarm at 159,044 for September 2026, 159,015 for August (p) and 158,882 for July. September 2025 was 158,548. Year-over-year, payrolls are up 496,000. Source: https://www.bls.gov/news.release/empsit.t17.htm - [2026-10-02] Revisions: July went from +21,000 to -10,000, and August went from +162,000 to +133,000. Together they are 60,000 lower than previously reported. Source: https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-12] The FRED PAYEMS monthly levels imply these changes, in thousands: - 2025: Jun 158,478; Jul 158,542; Aug 158,472; Sep 158,548; Oct 158,408 (a change of -140); Nov 158,449; Dec 158,432. - 2026: Jan 158,592; Feb 158,436 (-156); Mar 158,650 (+214); Apr 158,798 (+148); May 158,861 (+63); Jun 158,892 (+31); Jul 158,882 (-10); Aug 159,015 (+133); Sep 159,044 (+29). - Source: https://fred.stlouisfed.org/graph/fredgraph.csv?id=PAYEMS&cosd=2025-06-01 - [2025-10 comparison] The year-ago comparison, October 2025, shows a fall of about 140,000 in current vintage data. This is the FRED level difference, not the originally reported figure. Source: https://fred.stlouisfed.org/graph/fredgraph.csv?id=PAYEMS&cosd=2025-06-01 - [2026-10-12] Trajectory: the 3-month change through September is about +152,000, or about 51,000 per month. The 6-month average (Apr–Sep) is about 67,000 per month. Monthly prints in 2026 have ranged from -156,000 to +214,000. These figures are my calculation from the FRED data above. - [2026-10-02] Release schedule: the October 2026 Employment Situation is due Friday, November 6, 2026 at 8:30 a.m. ET, which is the resolution date. The September report states this date. Source: https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-02] September consensus was about 84,000–90,000 (CNBC/WSJ 84,000; LSEG 90,000), and the actual 29,000 was a large miss. Sources: https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html and https://www.foxbusiness.com/economy/us-jobs-report-september-2026 - [2026-10-02] Sector detail for September: health care +17,000 (12-month average +33,000), construction +11,000, manufacturing +9,000, financial activities -7,000, and government -17,000. Source: https://www.bls.gov/opub/ted/2026/nonfarm-employment-little-changed-in-september-2026.htm - [2026-10-08] Initial jobless claims were 197,000 in the week ending October 3, which is low. The next claims report is October 15. Source: https://www.dol.gov/ui/data.pdf - [2026-09-30] ADP September private payrolls were +90,000, up from +36,000 (August was later shown as 38,000 in the ADP release and 36,000 as the prior value on the Trading Economics page). The ADP October report is due November 4, and ADP weekly pulse data comes out on Tuesdays. Source: https://tradingeconomics.com/united-states/adp-employment-change - [2026-10-12] No consensus forecast for October payrolls was found yet. Trading Economics lists the release with no consensus entry. Source: https://tradingeconomics.com/united-states/non-farm-payrolls BOTTOM LINE: The base is weak. The latest print was +29,000, and the recent trend is roughly +30,000 to +65,000 per month, with large downward revisions and a wide historical range. The first-print October number will be published November 6 and could be well off the trend, since prints have swung widely and been revised down. NOT FOUND: A consensus forecast for October 2026 payrolls. The BLS API or CSV was not read directly; the FRED CSV and BLS HTML tables were used instead. The AskNews item dated 2026-10-11 and titled "December 2026 jobs report" looks mislabeled or unreliable. Its figures (an October change of -105,000 revised to -173,000, December +50,000) appear to describe Oct–Dec 2025 data. I did not rely on it.
report: base rate
- [2026-10-02] BLS confirmed (primary): September 2026 payrolls were +29,000 and the unemployment rate was 4.2%. The prior 12-month average monthly gain was 45,000. July is now -10k and August is +133k. https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-02] Consensus missed badly. Dow Jones economists expected +84,000. The LSEG poll expected 90,000 (Fox Business). The September miss was roughly -55k to -60k. https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html - [2026-10-12] Scheduled release: the October 2026 Employment Situation comes out November 6, 2026, at 8:30 a.m. ET. That is the resolution source. https://www.bls.gov/ces/ - Same window, 2025: the initial October 2025 print was -105,000, released late. The 43-day government shutdown delayed it. A 162,000 drop in federal workers drove the loss, many of whom resigned at the end of fiscal 2025. Private payrolls added 52,000 in October. Trading Economics had forecast +55,000. That implies a miss of about -160k. Economists broadly expected net losses overall, though. The November release also shows the figure was later revised, so the two-month release is a special case. https://www.nbcnews.com/business/economy/jobs-report-november-october-payrolls-rcna249325 - Same window, 2024: the initial October 2024 print was +12,000. Economists expected 100,000. Hurricanes Helene and Milton and a Boeing strike held the number down. Strike activity alone cut growth by 41,000, per the Labor Department. August and September were revised down by a combined 112,000. It was the slowest hiring since 2020. The miss was about -88k. https://www.pbs.org/newshour/economy/us-employers-added-only-12000-jobs-last-month-as-hurricanes-and-strikes-sharply-reduce-payrolls - Same window, 2023: the initial October 2023 print was +150,000. The Dow Jones consensus was 170,000. FactSet's consensus was 180,000. UAW strikes were primarily responsible for the gap. September was revised down to 297,000. The miss was -20k to -30k. https://www.cnbc.com/2023/11/03/jobs-report-october-2023-us-payrolls-increased-by-150000-in-october-less-than-expected.html - Pattern across all three years: the initial October print came in below consensus each time (-20k to -30k, -88k, about -160k). Each had an identifiable one-off cause: a strike, hurricanes, or federal deferred resignations. The sample is three observations, so it is anecdotal. - [2026-09] Recent trend: the prior 12-month average was +45,000. The June 2026 print was +57,000, per the question text. September 2026 was +29,000. 2026 monthly prints have included negative values. For example, February 2026 was -92k. Benchmark revisions were large: 2025 growth was revised to +181K from +584K. https://www.bls.gov/opub/ted/2026/nonfarm-employment-little-changed-in-september-2026.htm - [2026-10-02] Revisions and the surprise record in 2026: July was revised to -10k and August to +133k. That is -60k in total. The September release followed a +162k August first print, so month-to-month swings of 100k+ occurred recently. https://www.bls.gov/news.release/empsit.htm - Data-quality warning: two AskNews items dated 2026-10-11 describe a "December 2026" report with +50k, October revised to -173k, and November +56k. These are internally inconsistent with BLS, whose October 2026 data are not yet out. They look like mislabeled December 2025 report coverage (released January 2026). I did not use them. No actual October 2026 consensus was found; the release is still about 3.5 weeks away. - Fine print: resolution uses the initial print only, not later revisions. Revisions to prior months do not affect it. BOTTOM LINE: Initial October prints were +150k (2023), +12k (2024) and -105k (2025), and each missed consensus by 20k to about 160k, with one-off shocks each time. Recent monthly surprises in 2026 (September about -55k to -60k) and a 45k trailing average mean the typical forecast error is on the order of ±50–90k. The headline range is wide, including negative prints. NOT FOUND: Any October 2026 consensus forecast (too early). A fetched BLS page with the October 2023, 2024 and 2025 initial table values; I relied on press coverage for those. Systematic mean absolute error statistics for payroll consensus.
report: key factors
- [2026-08-14] The Philadelphia Fed Q3 Survey of Professional Forecasters (32 forecasters, fetched in full) puts the median Q3 payroll gain at 45.6k per month, down from 61.2k. It puts Q4 at 66.4k per month and Q1 2027 at 94.9k. It sees unemployment at 4.2–4.3%. This is the only formal professional anchor for October, and the survey predates the weak September print. It implies a modest rebound in hiring, with an October center of about 50–70k. https://www.philadelphiafed.org/surveys-and-data/real-time-data-research/spf-q3-2026 - [2026-10-02] Driver 1, labor supply and breakeven. Immigration has lowered the pace needed to hold unemployment steady. The St. Louis Fed (Mar 2026) estimates a 2026 breakeven of 15–87k per month. https://www.stlouisfed.org/on-the-economy/2026/mar/breakeven-employment-growth-estimate-range-widens-2026 A Fed staff note (Apr 2026) says labor force growth could be near zero. It adds that negative payroll months become almost as likely as positive ones even with healthy output. https://federalreserve.gov/econres/notes/feds-notes/labor-force-growth-breakeven-employment-and-potential-gdp-growth-20260402.html The unemployment rate has held in a 4.1–4.3% band since March (BLS). A weak print therefore does not by itself signal recession, so a low or negative October is compatible with a stable jobless rate. https://www.bls.gov/news.release/empsit.htm - [2026-10-02] Driver 2, measurement noise. BLS says it revises each first print twice, in the next two months. About 60% of firms respond by the first close, so the initial print is the noisiest. Response rates have fallen from about 58% before 2020 to about 43% in 2024, per CRS as cited by College Investor. https://www.bls.gov/news.release/empsit.htm https://thecollegeinvestor.com/89816/september-jobs-report-29000-jobs-added-as-bls-cuts-60000-from-july-and-august/ BLS changed the birth-death model's ARIMA component in Feb 2026 to use current sample information, which matters for how first prints are built. https://www.bls.gov/web/empsit/cesbmart.htm Resolution uses the first print only, so later revisions don't matter. - [2026-10-02] The September release shows a temp-help decline of about 10.9k, per SIA (not BLS). SIA also says July and August temp help was revised down. This is a modest soft signal for October private hiring. https://www.staffingindustry.com/research/research-reports/americas/october-2026-us-jobs-report - [2026-10-06] Driver 3, ADP high-frequency data. ADP's NER Pulse showed private hiring rising for a fifth straight week, at 23,750 per week in the four weeks to Sept 19. That is about 95k per month on a rough 4-week scale. It was reported alongside four straight weeks of initial claims below 200k. The source page returned a 403 on fetch, so this comes from the search snippet only. https://www.staffingindustry.com/news/global-daily-news/economists-revise-jobs-projections - [2026-10-08] Driver 4, Fed and demand backdrop. Governor Waller said the labor market "continued to be solid and stable in September". Markets had been pricing possible Fed hikes, and the weak jobs print cut the odds of an Oct 28 hike. The Fed's next decision (Oct 28) comes before the Nov 6 data. https://admiralmarkets.com/analytics/traders-blog/fed-rate-decision-october-2026 - [2026-10-12] Driver 5, release risk. The September release came out on schedule on Oct 2, so there is no sign of a lapse in appropriations this fall. In 2025 a 43-day shutdown cancelled the October household survey. A 2026 shutdown early in the year also delayed the January report. For the Nov 6 release to slip, a new funding lapse would have to occur, and I found no sign of one. Sources: https://www.bls.gov/bls/2025-lapse-revised-release-dates.htm and https://www.cnbc.com/2026/02/02/fridays-jobs-report-will-be-delayed-because-of-the-partial-government-shutdown.html - [2026-10-02] Government is a drag, not a shock. The 17k September government loss is in line with the federal cut of 328k since Jan 2025. The 2025 October comparison was a 162k federal drop from deferred resignations, so the one-off base effects that distorted the 2025 print are absent now. https://www.congress.gov/crs-product/R48832 - [2026-10-10] A White House CEA report claims manufacturing is up 72k in 2026 and construction up 100k, citing the One Big Beautiful Bill Act's tax incentives. This is an administration claim, not a forecast. The sector gains in September were small (manufacturing +9k, construction +11k). https://www.foxnews.com/politics/key-american-industry-seeing-blue-collar-jobs-boom-trump-reshoring-policies-pay - [2026-10-12] Sequence needed for the outcome. (1) The October reference week (the pay period that includes the 12th) captures the same low-hire pattern. (2) ADP (Nov 4) and claims (weekly, last at 197k) stay benign. (3) No funding lapse hits BLS. (4) BLS publishes Nov 6 at 8:30 ET, and the first print equals the change from the revised September level. Without a shock, a first print in the 0–100k range is the central expectation, with the sign and size set mainly by sampling noise and late responses. https://www.bls.gov/news.release/empsit.htm BOTTOM LINE: The main drivers are weak but non-collapsing demand, a very low breakeven pace from reduced immigration, a noisy first-print survey, and no obvious scheduled shock. This points to a central expectation of about 40–70k with a wide tail on both sides, including a negative print. NOT FOUND: a formal October payroll consensus (Dow Jones, Bloomberg, LSEG); bank forecasts for October; ADP's October number; confirmation that no funding lapse threatens Nov 6 (inferred only from the on-time Oct 2 release); and a fetchable copy of the ADP weekly pulse page.
report: expert view
- [2026-10-12] No formal consensus for October payrolls exists yet. The BLS release is scheduled for Fri Nov 6, 2026, 8:30 ET. Consensus polls (Dow Jones, LSEG, Bloomberg) normally form in the final week or two before release. I found none. https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-09] The Kalshi KXPAYROLLS-26OCT market was live. The rendered page showed "Above 50,000" at about 49%, "Above 60,000" at about 43% (page also shows a 53% figure), and "Above 70,000" at about 52%. These readings are inconsistent with each other and the market is thin (about $123k volume). The cluster implies a median near 55–65k, but treat it as noisy. The 10 other strikes were not visible. https://kalshi.com/markets/kxpayrolls/jobs-numbers/kxpayrolls-26oct - [2026-11-06 scheduled] Kalshi settles on the headline figure in the report's opening sentence, with trading closing at 8:29 ET. That matches this question's "initial print" rule. https://www.oddsshopper.com/articles/prediction-markets/kalshi-jobs-report-markets - [2026-10-02] Trading Economics said its model and analysts' expectations put payrolls at about 60k by the end of the current quarter, and about 120k in 2027. The page was last updated in October 2026. https://tradingeconomics.com/united-states/non-farm-payrolls - [2026-10-02] September payrolls were +29k, the BLS first print. Consensus was 84k (Dow Jones/CNBC), 89–90k (LSEG, FXFactory), and the lowest Bloomberg forecast was 35k. The miss was about 55–60k. https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html - [2026-10-02] BLS revised July to -10k (from +21k) and August to +133k (from +162k), a net -60k. The prior 12-month average was 45k per month. The unemployment rate was 4.2%, in a 4.1–4.3% range since March. https://www.bls.gov/news.release/empsit.nr0.htm - [2026-10-02 and earlier] Forecast track record: before the Sept print, Kalshi gave about 56% to "above 90k" and the print was 29k. In late June, Dow Jones expected 118k and Kalshi gave under 60% to above 100k. February 2026 consensus was +59k against an actual of -92k. May 2026 came in at 172k against an outlook of under half that. Recent misses are large and run in both directions, with a miss of roughly 50–100k common. https://www.cnbc.com/amp/2026/06/29/kalshi-traders-expect-this-weeks-jobs-report-will-disappoint-wall-street-outlook.html - [2026-10-02] Vanguard's Schickling called it a "low-hire, low-fire" labor market. Jefferies expected momentum to continue before the miss, given low jobless claims. Government employment fell 17k in September, and federal employment is down 328k cumulatively since January 2025. https://www.foxbusiness.com/economy/us-jobs-report-september-2026 - [2026-10-02] Sector detail for September: health care +17k (below its 12-month average of 33k), construction +11k, manufacturing +9k, financial activities -7k. The Labor Secretary noted manufacturing is up 72k over the year. https://finance.yahoo.com/economy/articles/september-2026-jobs-report-payrolls-123334753.html - [2026-10-02] Kalshi's Fed-hold odds for October rose to about 77–85% after the weak jobs print. Markets had been pricing possible Fed hikes, so the labor data is being read against an inflation backdrop (CPI about 3.4%). https://news.kalshi.com/p/fed-rate-hike-odds-plummet-october-after-september-jobs-miss - [2026-10-11] Caution: the AskNews items headed "December 2026 jobs report" dated Oct 11 are mislabeled. They appear to be December 2025 data, with +50k, October 2025 at -173k, and a 6-month average of 17k. The "CEA 72k manufacturing" item is real but is not a forecast. I would not use these as evidence. https://news.investingchannel.com/article/964815/december-employment-preview-3053 - [2026-10-12] The FRED level for September is 159,044k, so the October print is the change from the revised September level. The next release date on FRED is Nov 6. https://fred.stlouisfed.org/series/PAYEMS BOTTOM LINE: The market-implied center is about 50–65k, though the Kalshi strikes were noisy. Expectations will probably settle in the 40–80k range once the formal consensus forms. Recent first prints have missed consensus by roughly ±50–100k, so the outcome distribution is wide, and a negative print is plausible. The September +29k reading was a downside shock, and a rebound in forecasts toward 60k is the base case. NOT FOUND: a published consensus (Dow Jones, Bloomberg, LSEG or FactSet) for October 2026 payrolls; individual bank forecasts for October (Goldman, BofA, Capital Economics); a Metaculus community forecast; the ADP October figure (due about Nov 4); and the other Kalshi strikes (a fuller ladder).
report: high case
**High scenario: October 2026 first-print payrolls near the top of, or above, the plausible range** - [2026-10-06] ADP's NER Pulse, the four-week average of weekly private adds, has risen for five straight weeks. It went from 8,250/week (week ending 7/25) to 23,750/week (week ending 9/19), and was 16,250 on 7/4. That is roughly 95k a month, a faster pace than the BLS Sept print of +29k. ADP's monthly Sept figure was +90k. If the pulse holds or accelerates into the October reference week (the week containing Oct 12), it supports a rebound to 90–130k. The pulse has a 2-week lag. The next releases are Oct 13 and Oct 20, and these are the early signals to watch. https://mediacenter.adp.com/2026-10-06-ADP-National-Employment-Report-Preliminary-Estimate-for-September-19,-2026 - [2026-10-05] Reuters, via Kitco: economists said the Sept slowdown "likely does not mark" a sudden deterioration. Payrolls tend to underperform when Labor Day falls late in September, as it did this year, and there is no sign of broad layoffs. This is a seasonal-adjustment mechanism that could reverse in October. https://kitco.com/news/off-the-wire/2026-10-05/us-job-growth-undershoots-expectations-september-labor-market-remains - [2026-10-02] Jefferies' Simons argued that August's +162k first print was a rebound from weak June and July. He had expected momentum to continue because of low claims. That is the bull case's weak point: after the Sept miss, he read August as a one-off bounce rather than a trend. Even so, the 2026 first-print and revised ceiling is high: March was +214k and May's first print was +172k (per the earlier reports). https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html - [2026-10-08] Initial claims were 197k for the week ending Oct 3. That is the fourth straight week under 200k, and the 4-week average is 198k, the lowest since 1969 on that measure per Breitbart's account (the claim is Breitbart's and not independently checked). Year over year, claims are 36k lower. Layoffs are therefore not a drag, so a high print would come from hiring picking up. The consensus for the Oct 15 claims report is 195k. https://www.babypips.com/news/headline-us-initial-jobless-claims-layoffs-2026-10-09 - [2026-10-08] Counter-signal to the high case: continuing claims rose 17k to 1.716M. Employers are keeping workers but not hiring. This is the "low-hire, low-fire" pattern, and it caps how far above trend a print is likely to go. https://www.babypips.com/news/headline-us-initial-jobless-claims-layoffs-2026-10-09 - [2026-10-02] BLS primary: the Sept household survey showed a labor force increase of 485k and household employment up 406k (per Wichita Liberty's reading of the release). The household survey is much stronger than the establishment survey. If the CES catches up, that is a source of upside surprise. https://www.wichitaliberty.org/economics/september-2026-jobs-report/ - [2026-10-02] BLS primary, fetched: the release says employment changed little in all major industries. Sept sector gains were small: health care +17k against a 12-month average of 33k, construction +11k, manufacturing +9k. A rebound in health care alone to its 33k average would add about 16k. Financial activities have lost 129k since May (Invezz), and that drag is not likely to reverse. https://www.bls.gov/news.release/empsit.nr0.htm - [2026-09-30] The earlier reports show the Kalshi ladder centred around 50–65k, and Trading Economics' model put payrolls near 60k by the end of the quarter. For a high outcome, say 120k or more, the print would have to be about 60k above that centre. That is about the size of recent misses in both directions: May's 172k was against an outlook of less than half that, and Feb's miss was about -150k. https://tradingeconomics.com/united-states/non-farm-payrolls - [2026-10-08] Fed context: the Fed raised rates to 3.75–4.00% in September and economists expect another hike in December. Policy is tightening and inflation is about 3.4%. This works against a sustained hiring boom, so a high print would come from noise, seasonal quirks or catch-up, not from a new trend. https://www.babypips.com/news/headline-us-initial-jobless-claims-layoffs-2026-10-09 - [2026-10-12] Signals that would point to the high scenario: the pulse rising above about 25k/week on Oct 13 and Oct 20, claims staying below 200k, ADP October (Nov 4) above 90k, and a rise in the Nov 6 consensus above 80–100k. Federal job cuts in the Sept data (-17k government) are a headwind that fades slowly. A rebound is not guaranteed. BOTTOM LINE: The evidence-backed path to a high print (roughly 100–150k) is a catch-up from the Sept late-Labor-Day seasonal drag, the ADP weekly pulse rising for five weeks, and very low layoffs. These are partly offset by flat continuing claims, a hiking Fed and falling financial-sector jobs, so the upside is mostly a noise-driven tail rather than the trend. NOT FOUND: A formal October consensus (Dow Jones, Bloomberg, LSEG); bank forecasts for October; any ADP pulse after Sept 19; the other Kalshi strikes for the upper tail.
report: low case
- [2026-10-02] BLS (fetched) says all major industries "changed little" in September. Employment in September 2026 was therefore weak but broad-based, with no single sector driving the miss. The cumulative drag has come from sectors that are shrinking. Financial activities fell another 7k and are down 129k since May. Bloomberg Economics (Anna Wong) said education turned from a usual September boost into a drag as state and local budgets tighten. Sources: https://www.bls.gov/news.release/empsit.nr0.htm ; https://invezz.com/en-ae/news/2026/10/02/us-jobs-report-payrolls-rise-just-29-000-fed-october-hike-bets-fade/ ; https://www.bloomberg.com/news/live-blog/2026-10-02/us-employment-report-for-september - [2026-10-02] Breakeven payroll growth is estimated at only 0–35k per month (Brusuelas about 35k, Sløk "close to zero"). Waller said on Oct 8 that September's gain sits within the breakeven range. A print of 0–30k is therefore consistent with a stable 4.1–4.3% unemployment rate. That means a low payroll number does not require labor-market stress, and a low outcome is not a tail event. Sources: https://finance.yahoo.com/economy/live/september-jobs-report-live-updates-labor-market-adds-29000-124648123.html ; https://federalreserve.gov/newsevents/speech/waller20261008a.htm - [2026-09-24] KPMG's primer says Indeed estimates the labor force has shrunk about 700k in 2026, which helps explain why payrolls can slow without unemployment rising. It also says health care, the main source of gains, faces a labor supply squeeze and Medicaid constraints that will intensify in the new fiscal year. A further cliff is the early-October expiry of work authorization for remaining Venezuelan TPS beneficiaries, which lands in the October reference period. Health care already added only 17k in September, against a 12-month average of 33k. Sources: https://kpmg.com/us/en/articles/2026/september-2026-employment-primer.html ; https://www.bloomberg.com/news/live-blog/2026-10-02/us-employment-report-for-september - [2026-10-02] Private payrolls were only +46k in September (LSEG expected 85k), and August private was revised from 127k to 89k. Government (-17k) was a drag, and federal employment is still shrinking. State and local education, which gave a late-summer bounce in August, reversed in September. If government keeps shedding 15–20k, private hiring must exceed that just to reach 30k. Sources: https://www.foxbusiness.com/economy/us-jobs-report-september-2026 ; https://www.epi.org/indicators/unemployment/ - [2026-10-02] EPI counts four months of job losses over the last year (3-month average 50.7k). The downside prints are frequent, not rare. July is now -10k. February's first print was -92k, later revised to -133k, so first prints in negative territory have occurred twice already this year. Sources: https://www.epi.org/indicators/unemployment/ ; https://realinvestmentadvice.com/resources/blog/bls-jobs-report-is-broken-is-there-a-better-measure/ - [2026-10-02] Demand-side headwinds raise the odds of a soft October. Challenger says employers are in "wait-and-see" mode over high energy costs, the Iran war, a possible Fed hike and rising health costs. Wage growth was 3.0% y/y, the slowest since 2021. CPI is expected at 3.7% y/y in the September report due Oct 14, which could keep rate-hike risk alive and add to hiring caution. SSGA puts the October hike probability at about 15% and still sees a December hike. Sources: https://www.wichitaliberty.org/economics/september-2026-jobs-report/ ; https://fxstreet.com/analysis/us-cpi-aussie-jobs-and-bank-earnings-in-focus-202610120826 ; https://www.ssga.com/us/en/institutional/insights/weekly-economic-perspectives-05-october-2026 - [2026-10-09] Cross-border read: Canada lost 68k jobs in September (a second straight monthly decline, public sector down 119k y/y), against consensus of about +5k to +9k. This is not a US signal directly, but it shows trade friction and higher rates producing downside surprises in a neighbouring economy. Source: https://theglobeandmail.com/business/article-canadian-jobs-report-economy-september-2026 - [2026-02-11] Methodology and revision risk: BLS changed the birth-death model from January 2026 to use current-sample information, and the 2025 benchmark cut 2025 growth from +584k to +181k. The first print for a given month has often been revised down (Feb, Jul, Aug 2026 examples). Revisions do not matter for this question, which uses the first print. The first-print noise is what matters, and it is large. Sources: https://www.bls.gov/web/empsit/cesbmart.htm ; https://mmgrea.com/january-2026-jobs-report-2025-benchmark-revisions/ - [2026-10-02] Low-scenario mechanics: October first-print drivers that could push near zero or below are (a) payback after August's education and restaurant bounce, (b) a further federal and state/local government decline, (c) health care slowing below 20k, (d) financial activities continuing to fall, and (e) an unexpected strike or storm (the Oct 2023 and Oct 2024 first prints were held down by strikes and hurricanes). For reference, the CPS household survey showed employment +406k in September, so the two surveys diverge and the payroll survey is the weaker one. Sources: https://econsnapshot.com/2026/10/03/september-jobs-report-2/ ; https://cepr.net/publications/september-2026-preview/ - [2026-10-12] Indicators to watch before Nov 6: weekly jobless claims (the last reading was low at 197k, so a rise above about 240k would signal the downside), ADP weekly pulse and the Nov 4 ADP release, ISM employment sub-indices (around Nov 3–5), Challenger layoffs (around Nov 5), and the final consensus. I found no new data on these. Source: https://www.bls.gov/news.release/empsit.nr0.htm BOTTOM LINE: The low path is evidence-backed. First prints this year have hit -92k and -10k, and September's 29k sits near breakeven. A sub-20k or negative October is plausible if government and health care keep slowing and August-style bounces reverse. A low claims count (197k) and low layoffs argue that a deeply negative print would need a one-off shock. NOT FOUND: Any formal October 2026 consensus or bank forecasts, a new shutdown, strike or hurricane that would affect the October reference week, October ADP or ISM data, and a readable full KPMG forecast number (the fetch returned page chrome only).
AskNews bundle (as the forecaster read it)
8 AskNews articles (newest first; 3 from the last 48 h, 9 from the archive). Summaries are AskNews's own; dates are publication dates. [2026-10-11] December 2026 U.S. Jobs Report: 50k Added, Unemployment at 4.4% Amidst Downward Revisions InvestingChannel — https://news.investingchannel.com/article/964507/december-employment-report-50-thousand-jobs-4-4-unemployment-rate-3033 - According to the U.S. Bureau of Labor Statistics (BLS) report published on October 11, 2026, total nonfarm payroll employment increased by 50,000 in December 2026, while the unemployment rate decreased to 4.4% from 4.5% in November. - The report notes that employment growth continued in food services, drinking places, health care, and social assistance, whereas retail trade lost jobs. - Significant revisions were applied to prior months: October's change was revised down by 68,000 (from -105,000 to -173,000), and November's change was revised down by 8,000 (from +64,000 to +56,000). - Combined, employment for October and November is now 76,000 lower than previously reported. - Private payrolls rose by 37,000 and public payrolls by 13,000 in December. - The article highlights that the economy has added only 93,000 jobs since April over an eight-month period. - Year-over-year employment growth slowed sharply to 0.594 million jobs in December. - Additionally, the Labor Force Participation Rate decreased to 62.4% in December from 62.5% in November, while the Employment-Population ratio increased to 59.7% from 59.6%. [2026-10-11] December Employment Report Preview: Consensus and Forecasts for October 2026 (analysis) InvestingChannel — https://news.investingchannel.com/article/964815/december-employment-preview-3053 - On Friday, October 11, 2026, at 8:30 AM ET, the Bureau of Labor Statistics (BLS) is scheduled to release the December employment report. - Market consensus forecasts 55,000 jobs added and an unemployment rate decrease to 4.5%, following November's 64,000 jobs added and a 4.6% rate. - Goldman Sachs forecasts 70,000 jobs added and a 4.5% unemployment rate, attributing the November increase to furloughed federal workers during a government shutdown. - Bank of America (BofA) projects a stable 70,000 job increase (75,000 in the private sector), citing Education, health, leisure, and hospitality as key drivers. - The ADP report indicated 41,000 private sector jobs added in December, slightly below consensus. - ISM surveys show the manufacturing employment index rose to 44.9% (suggesting job losses) while the services employment index rose to 52.0% (suggesting job gains). - Unemployment claims remained steady at 224,000 in December compared to 222,000 in November. - The article concludes that while the worst of the labor market distortions may be behind, hiring remains weak, with a 6-month average gain of 17,000 jobs per month. [2026-10-10] CEA Report: Trump's Re-shoring Policies Add 72,000 Manufacturing Jobs in 2026 Fox News — https://www.foxnews.com/politics/key-american-industry-seeing-blue-collar-jobs-boom-trump-reshoring-policies-pay - According to a Council of Economic Advisors (CEA) report published on October 10, 2026, the U.S. manufacturing sector added 72,000 jobs in 2026, reversing a trend of 200,000 lost jobs during the final two years of the Biden administration. - The report attributes this growth to President Donald Trump's re-shoring policies and tariff measures, specifically the One Big Beautiful Bill Act (OBBB), which includes a 100% tax deduction for new factory construction and equipment. - Corporate examples include Jergens in Ohio, where CEO Jack Schron reported that 83% of workers are taking overtime due to the bill's tax-free overtime provision, and Ketchie Inc. in North Carolina, which expanded its workforce by 25% after purchasing new machinery. - The report notes that manufacturing wages have risen by 7.9% since January 2025, translating to nearly $2,500 more per year on average for workers adjusted for inflation. - The construction industry added 100,000 jobs, while major investments in semiconductor manufacturing include $250 billion from Micron and $600 billion from Apple. - Overall, the report claims $11 trillion in investments have been made in the U.S. during Trump's second term. - However, a Fox News Poll indicates that 61% of voters view gas prices as a major problem and nearly two-thirds believe the economy is worse under the current administration. [2026-10-02] U.S. Economy Adds 29,000 Jobs in September Amid Downward Revisions Fox Business — https://www.foxbusiness.com/economy/us-jobs-report-september-2026 - The U.S. economy added 29,000 jobs in September 2026, a figure significantly below the 90,000 estimate from economists polled by LSEG, according to the Bureau of Labor Statistics. - The unemployment rate rose to 4.2%, exceeding the 4.1% expectation. - Additionally, the report included downward revisions for the prior two months: July was revised from a gain of 21,000 to a loss of 10,000, and August was revised from a gain of 162,000 to 133,000. - These adjustments resulted in total employment for July and August being 60,000 lower than previously reported. - The article notes that these figures reflect economic uncertainty and mentions that Niles Investment Management portfolio manager Dan Niles discussed Meta's performance and the Federal Reserve on 'The Claman Countdown,' though specific details on his views regarding the jobs report are not provided in the text. [2026-10-02] US Job Growth Forecast to Slow to 90K in September 2026 InstaForex — https://www.instaforex.com/forex-news/3205267 - According to projections reported by InstaForex on October 02, 2026, the US economy is expected to add 90,000 jobs in September 2026, a slowdown from the 162,000 increase recorded in August. - The private sector is forecast to contribute 85,000 of these jobs. - While job growth is anticipated to cool in the leisure, hospitality, and local government education sectors, manufacturing and construction payrolls are expected to show solid advances, partly driven by ongoing investment in data centers to support AI. - The unemployment rate is projected to hold steady at 4.1%, remaining close to a one-year low. - Average hourly earnings are forecast to rise 0.3% from the previous month and 3.2% from a year earlier, a slight pickup from the 3.1% annual gain in August, which was the slowest pace since May 2021. - Overall, the report is likely to indicate a relatively stable labor market. [2026-10-02] US Job Growth Misses Forecasts in September 2026 with Downward Revisions InstaForex — https://www.instaforex.com/forex-news/3205589 - According to data from the US Bureau of Labor Statistics (implied by the context of US employment figures), the US economy added only 29,000 jobs in September 2026, a figure well below the market expectation of 90,000. - This follows a downwardly revised gain of 133,000 jobs in August. - Job growth was concentrated in health care, which added 17,000 jobs, driven by 13,000 in ambulatory health care services and 12,000 in hospitals, alongside gains in construction (11,000) and manufacturing (9,000). - Conversely, financial activities saw a decline of 7,000 jobs, while major sectors including mining, retail, and government remained little changed. - Revisions to prior data revealed that July employment was revised down by 31,000 to a net loss of 10,000, and August was revised down by 29,000 to 133,000, meaning combined employment for July and August is now estimated to be 60,000 lower than previously reported. [2026-10-02] US Jobs Growth Slashes to 29,000 in September Amid Cooling Labour Market Firstpost — https://www.firstpost.com/business/us-jobs-growth-slows-sharply-in-september-payrolls-rise-just-29000-vs-89000-expected-14050005.html - According to data released by the US Bureau of Labour Statistics on Friday, October 2, 2026, the US economy added just 29,000 jobs in September, sharply missing market expectations of 89,000 and marking the third-weakest monthly jobs report of 2026. - The unemployment rate stood at 4.2 per cent, above the expected 4.1 per cent, while August's payroll gain was revised down by 29,000 jobs to 133,000. - Employment growth slowed across most major industries: healthcare added 17,000 positions (down from an average of 33,000), construction increased by 11,000, and manufacturing rose by 9,000 (totaling 72,000 since December 2025). - Conversely, financial activities employment fell by 7,000, with the sector having shed 129,000 jobs since a peak in May 2025. - Broader labour market measures remained stable, with the participation rate at 61.8 percent and the employment-population ratio at 59.2 percent. - The report highlights a sharp loss of momentum in the US labour market, raising scrutiny regarding the Federal Reserve's monetary policy. [2026-06-05] US Economy Adds 172,000 Jobs in May, Surpassing Forecasts and Defying Doom Predictions pjnewsletter.com — https://pjnewsletter.com/trump-may-jobs/ - According to the U.S. Labor Department, the American economy added 172,000 jobs in May 2026, defying economist predictions that ranged from 55,000 to 110,000, with a consensus expectation of 85,000. - The unemployment rate remained steady at 4.3 percent, matching forecasts. - This marks the third consecutive month that job growth has outperformed expectations under President Trump. - Revisions to March and April data added a combined 93,000 jobs, bringing the three-month average to 188,000. - The private sector generated 120,000 positions, while the manufacturing sector expanded by 7,000 jobs, contradicting warnings that tariffs would damage the industry. - PNC Bank chief economist Gus Faucher noted a shift in 2026 compared to 2025, stating that 'in 2026 those industries are seeing net job growth' after net losses occurred in all sectors outside of healthcare in the previous year. - National Economic Council Director Kevin Hassett described the hiring momentum as 'enormous.' Federal government payrolls have decreased by 346,000 from their peak in October 2024, with 311,000 fewer federal employees compared to a year ago. - Sector-specific growth included 70,000 jobs in leisure and hospitality and 47,500 in healthcare. - The article attributes the labor market's strength to restored immigration enforcement, noting that the break-even job growth rate has dropped to near zero, compared to the 100,000 monthly threshold required during the 2021-2024 period. - Despite headwinds such as the Iran conflict and inflation, the article claims employers are hiring despite '$4-plus gasoline'.
Cross-market signals
## Prediction markets on this question (Polymarket) - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be ≤3.8%?" → Yes: 0.00, Volume: $301 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 3.9%?" → Yes: 0.01, Volume: $280 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.0%?" → Yes: 0.09, Volume: $316 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.1%?" → Yes: 0.33, Volume: $2.1K — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.2%?" → Yes: 0.36, Volume: $876 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.3%?" → Yes: 0.20, Volume: $789 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.4%?" → Yes: 0.04, Volume: $767 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.5%?" → Yes: 0.01, Volume: $275 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be ≥4.6%?" → Yes: 0.01, Volume: $265 — October 2026 unemployment rate, not payroll change; correlated context only
Evidence Synthesis ?s · 0 items
Forecast 46.75s · claude-opus-5-5
Rationale
(0) The resolution source still shows the September report: +29k, with total nonfarm at 159,044k. The October figure is not yet known. It is due Nov 6, 2026, and the CR signed Sept 2 funds the government through Dec 11, so no shutdown should delay it. (a) About 3.5 weeks remain until release. The October reference week, containing Oct 12, is happening now. (b) Status quo: the latest print is +29k. (c) Trend: the 3-month average is about 51k, the 6-month average about 67k and the 12-month average 45k, so the trend points to roughly 40–60k. (d) Experts and markets: the Q3 SPF median for Q4 is about 66k per month, but that predates the weak September print. Trading Economics puts payrolls near 60k. The Kalshi ladder is thin and non-monotonic but roughly centred at 50–65k. The ADP weekly pulse was rising (about 95k per month) and initial claims are below 200k. A late-Labor-Day seasonal drag in September may reverse. Against that, government, financial-sector and health-care softness, a hiking Fed and October's recent record of below-consensus first prints argue for some restraint. (e) Low case near p10: government cuts continue, health care slows further, August's bounces reverse, or an unforeseen strike or storm hits. The first print comes in around -30k to -40k, similar to February's -92k first print or July's negative revision. (f) High case near p90: the September seasonal quirk unwinds, the ADP pulse strength shows up, and health care rebounds toward its 33k average. The print reaches about 130k, comparable to May's surprise of +172k. First-print misses against consensus have run about ±60–90k this year. My distribution is centred near 50k with wide tails, about 9% probability below -39.5k and about 6% above 160.5k.
Evidence brief shown to forecaster
## Tool outputs ### resolution_source (SUCCESS) RESOLUTION SOURCE (the page the question resolves on — treat as the status-quo anchor): Current state: The BLS Employment Situation Summary still shows the September 2026 report (USDL-26-1549, released Oct 2, 2026). It says nonfarm payrolls rose by +29,000 and unemployment was 4.2%. In Table B-1, seasonally adjusted total nonfarm was 159,044K for Sept, 159,015K for Aug (p) and 158,882K for July. The October 2026 figure has not been published yet. Last updated: 2026-10-02 | already resolved: unclear | page matches criteria: True Note: The October 2026 Employment Situation report should come out in early November 2026, probably the first Friday (around Nov 6). I didn't check the BLS release schedule to confirm the date. Recent context: September was +29K, and revisions pushed July's change below zero. On the B-1 levels, August was +133K (159,015 minus 158,882), and the Fed raised rates in mid-September. The September data reflect the March 2025 benchmark revision and updated seasonal factors. Fetched: fetch: https://www.bls.gov/news.release/empsit.nr0.htm (HTTP 200) Fetched: fetch: https://www.bls.gov/news.release/empsit.t17.htm (HTTP 200) Fetched: fetch: https://www.npr.org/2026/10/02/nx-s1-5989140/jobs-labor-wages-federal-reserve (HTTP 200) ### fred_data (SUCCESS) FRED macroeconomic data: PAYEMS: 159044.0000 (as of 2026-09-01, YoY change: +636.0000) UNRATE: 4.2000 (as of 2026-09-01, YoY change: -0.2000) ICSA: 197000.0000 (as of 2026-10-03, YoY change: +8000.0000) CCSA: 1716000.0000 (as of 2026-09-26, YoY change: -73000.0000) ADPMNUSNERSA: 132889000.0000 (as of 2026-09-01, YoY change: +741000.0000) USGOVT: 23327.0000 (as of 2026-09-01, YoY change: -63.0000) ### web_search (SUCCESS) Web search summary (18 results): The October 2026 jobs report hasn't been released yet, so neither query turned up a consensus forecast or any reporting on its hurricane or federal-workforce effects. BLS scheduled it for Friday, November 6, 2026, at 8:30 a.m. ET. The results below are the closest relevant material. ## Query 1: October 2026 nonfarm payrolls consensus forecast **No consensus for the October report has been published.** Trading Economics' calendar shows the 2026-11-06 release for October with the consensus field blank and the previous reading at 29K. (tradingeconomics.com/united-states/non-farm-payrolls) **Latest data (September report, released Oct 2, 2026):** - Payrolls rose 29K against a forecast of 89K, with the previous month at 133K. (investing.com/economic-calendar/nonfarm-payrolls-227) - ING's write-up said the unemployment rate ticked up to 4.2% from 4.1%, and the report included 60k of downward revisions. (forexfactory.com, quoting think.ing.com, Oct 2, 2026) - August was revised down to +133,000 and July to a loss of 10,000, so the two months combined were 60,000 lower than previously reported. (same source) - The BLS release confirms the revisions. (bls.gov/news.release/empsit.nr0.htm) - Pre-release consensus estimates varied by source. Dow Jones economists expected 84,000. Other trackers had 89K–90K. (forexfactory.com) **Forward-looking estimates (none is a true consensus for October):** - Trading Economics expects payrolls of about 60 thousand by the end of this quarter, based on its models and analyst expectations. (tradingeconomics.com) - The Philadelphia Fed's Q3 2026 Survey of Professional Forecasters predicts job gains of 45,600 per month in the current quarter, down from a previous estimate of 61,200. The survey was published about 59 days ago. (philadelphiafed.org/surveys-and-data/real-time-data-research/spf-q3-2026) - Forecasts.org, a statistical model with an older snapshot (about 155 days old), projects -37.0 thousand for October 2026, with an average error of ±50.8. Treat it with caution. (forecasts.org/jobs-growth-forecast.htm) ## Query 2: October 2026 jobs report, hurricane, strike and federal workforce impact **I found no 2026-specific coverage of a hurricane, strike or federal-workforce effect on the October 2026 report.** Most of the results describe the October 2024 report. **Closest 2026 data point (government employment):** - In the September 2026 report, government was the sector with the largest decline, down 17,000, followed by temporary help (-10,900) and information (-10,000). (staffingindustry.com/research/research-reports/americas/october-2026-us-jobs-report, about 9 days ago) - The result doesn't say whether the government decline was federal or state and local. **Historical precedent (October 2024), which the search mostly returned:** - The U.S. added just 12,000 jobs in October 2024 against an estimate of 100,000, the slowest month for hiring since December 2020. (cbsnews.com/news/october-jobs ### code_execution (SUCCESS) Code execution (Empirical distribution of recent monthly payroll changes from the PAYEMS data returned by fred_data.): Output: placeholder: compute from PAYEMS returned by fred_data ## Prediction markets on this question (Polymarket) - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be ≤3.8%?" → Yes: 0.00, Volume: $301 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 3.9%?" → Yes: 0.01, Volume: $280 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.0%?" → Yes: 0.09, Volume: $316 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.1%?" → Yes: 0.33, Volume: $2.1K — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.2%?" → Yes: 0.36, Volume: $876 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.3%?" → Yes: 0.20, Volume: $789 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.4%?" → Yes: 0.04, Volume: $767 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.5%?" → Yes: 0.01, Volume: $275 — October 2026 unemployment rate, not payroll change; correlated context only - RELATED (different resolution, context only): "Will the October 2026 unemployment rate be ≥4.6%?" → Yes: 0.01, Volume: $265 — October 2026 unemployment rate, not payroll change; correlated context only
Raw forecast prompt
You are an elite superforecaster. Produce a probability distribution over the answer to this Metaculus numeric question.
## Question
How many jobs will the U.S. economy add in October 2026?
## Description / Resolution Criteria
## Description
NPR October 2, 2026: [The U.S. added only 29,000 jobs in September as job market lacks spark](https://www.npr.org/2026/10/02/nx-s1-5989140/jobs-labor-wages-federal-reserve)
*A report from the Labor Department on Friday shows employers added just 29,000 jobs last month — far fewer than forecasters had expected. Job gains for July and August were also revised down by a total of 60,000, pushing July's job totals into the red.*
*The September report doesn't show widespread job cuts, although financial services and government shed workers. Most industries continued to add workers, but at a slow pace. Even healthcare, which has been a steady source of employment gains, added just 17,000 jobs last month.*
***
The number of U.S. workers on nonfarm payrolls (which according to [FRED](https://fred.stlouisfed.org/series/PAYEMS) excludes proprietors, private household employees, unpaid volunteers, farm employees, and the unincorporated self-employed) has historically been as follows:
<iframe src="https://fred.stlouisfed.org/graph/graph-landing.php?g=1X0BJ&width=670&height=475" scrolling="no" frameborder="0" style="overflow:hidden; width:670px; height:525px;" loading="lazy"></iframe>
`{"format": "metac_reveal_and_close_in_period", "info": {"post_id": 45981, "question_id": 46163}}`
## Resolution Criteria
This question resolves as the month-over-month change in number of employees on nonfarm payrolls, seasonally adjusted, reported by the U.S. Bureau of Labor Statistics at its[ Employment Situation Summary](https://www.bls.gov/news.release/empsit.nr0.htm) for October 2026, rounded to the nearest thousand.
## Fine Print
The question resolves based on initially-reported numbers and will not re-resolve if there are later revisions.
Typically, the number is reported in the first sentence of the BLS's press release. The numbers can also be found at [Table B-1. Employees on nonfarm payrolls by industry sector and selected industry detail](https://www.bls.gov/news.release/empsit.t17.htm) for *Total nonfarm* employees, *Seasonally adjusted.* For example, the number reported in the June 2026 release was 158,984,000 for June 2026 and 158,927,000 for May 2026. Hence the increase for that month was 57,000.
***
This question's information (resolution criteria, fine print, background info, etc) is synced with an [original identical question](https://www.metaculus.com/questions/45981) which opened on 2026-10-05 12:00:00. This question will resolve based on the resolution criteria and fine print of the linked original question. However, if this question would resolve differently than the original question, then this question will be annulled. Additionally, if the original question's resolution could have been known before this question opened, then this question will be annulled.
## Range
The question's displayed range is [-39500, 160500] (units: jobs).
The LOWER bound is OPEN: outcomes below -39500 are possible and resolve as "below range".
The UPPER bound is OPEN: outcomes above 160500 are possible and resolve as "above range".
Where a bound is open, your percentiles MAY lie outside the displayed range — the range is where the question author expects most of the mass, not a constraint on the answer. Do not compress your distribution to fit inside it.
## Research tool outputs (raw; the resolution-source read is the status-quo anchor)
## Tool outputs
### resolution_source (SUCCESS)
RESOLUTION SOURCE (the page the question resolves on — treat as the status-quo anchor):
Current state: The BLS Employment Situation Summary still shows the September 2026 report (USDL-26-1549, released Oct 2, 2026). It says nonfarm payrolls rose by +29,000 and unemployment was 4.2%. In Table B-1, seasonally adjusted total nonfarm was 159,044K for Sept, 159,015K for Aug (p) and 158,882K for July. The October 2026 figure has not been published yet.
Last updated: 2026-10-02 | already resolved: unclear | page matches criteria: True
Note: The October 2026 Employment Situation report should come out in early November 2026, probably the first Friday (around Nov 6). I didn't check the BLS release schedule to confirm the date. Recent context: September was +29K, and revisions pushed July's change below zero. On the B-1 levels, August was +133K (159,015 minus 158,882), and the Fed raised rates in mid-September. The September data reflect the March 2025 benchmark revision and updated seasonal factors.
Fetched: fetch: https://www.bls.gov/news.release/empsit.nr0.htm (HTTP 200)
Fetched: fetch: https://www.bls.gov/news.release/empsit.t17.htm (HTTP 200)
Fetched: fetch: https://www.npr.org/2026/10/02/nx-s1-5989140/jobs-labor-wages-federal-reserve (HTTP 200)
### fred_data (SUCCESS)
FRED macroeconomic data:
PAYEMS: 159044.0000 (as of 2026-09-01, YoY change: +636.0000)
UNRATE: 4.2000 (as of 2026-09-01, YoY change: -0.2000)
ICSA: 197000.0000 (as of 2026-10-03, YoY change: +8000.0000)
CCSA: 1716000.0000 (as of 2026-09-26, YoY change: -73000.0000)
ADPMNUSNERSA: 132889000.0000 (as of 2026-09-01, YoY change: +741000.0000)
USGOVT: 23327.0000 (as of 2026-09-01, YoY change: -63.0000)
### web_search (SUCCESS)
Web search summary (18 results):
The October 2026 jobs report hasn't been released yet, so neither query turned up a consensus forecast or any reporting on its hurricane or federal-workforce effects.
BLS scheduled it for Friday, November 6, 2026, at 8:30 a.m. ET.
The results below are the closest relevant material.
## Query 1: October 2026 nonfarm payrolls consensus forecast
**No consensus for the October report has been published.** Trading Economics' calendar shows the
2026-11-06 release for October with the consensus field blank and the previous reading at 29K.
(tradingeconomics.com/united-states/non-farm-payrolls)
**Latest data (September report, released Oct 2, 2026):**
-
Payrolls rose 29K against a forecast of 89K, with the previous month at 133K.
(investing.com/economic-calendar/nonfarm-payrolls-227)
- ING's write-up said the
unemployment rate ticked up to 4.2% from 4.1%, and the report included 60k of downward revisions.
(forexfactory.com, quoting think.ing.com, Oct 2, 2026)
-
August was revised down to +133,000 and July to a loss of 10,000, so the two months combined were 60,000 lower than previously reported.
(same source)
- The BLS release confirms the revisions. (bls.gov/news.release/empsit.nr0.htm)
- Pre-release consensus estimates varied by source.
Dow Jones economists expected 84,000.
Other trackers had 89K–90K. (forexfactory.com)
**Forward-looking estimates (none is a true consensus for October):**
- Trading Economics expects
payrolls of about 60 thousand by the end of this quarter, based on its models and analyst expectations.
(tradingeconomics.com)
- The Philadelphia Fed's Q3 2026 Survey of Professional Forecasters predicts
job gains of 45,600 per month in the current quarter, down from a previous estimate of 61,200.
The survey was published about 59 days ago. (philadelphiafed.org/surveys-and-data/real-time-data-research/spf-q3-2026)
- Forecasts.org, a statistical model with an older snapshot (about 155 days old), projects
-37.0 thousand for October 2026, with an average error of ±50.8.
Treat it with caution. (forecasts.org/jobs-growth-forecast.htm)
## Query 2: October 2026 jobs report, hurricane, strike and federal workforce impact
**I found no 2026-specific coverage of a hurricane, strike or federal-workforce effect on the October 2026 report.** Most of the results describe the October 2024 report.
**Closest 2026 data point (government employment):**
- In the September 2026 report,
government was the sector with the largest decline, down 17,000, followed by temporary help (-10,900) and information (-10,000).
(staffingindustry.com/research/research-reports/americas/october-2026-us-jobs-report, about 9 days ago)
- The result doesn't say whether the government decline was federal or state and local.
**Historical precedent (October 2024), which the search mostly returned:**
-
The U.S. added just 12,000 jobs in October 2024 against an estimate of 100,000, the slowest month for hiring since December 2020.
(cbsnews.com/news/october-jobs
### code_execution (SUCCESS)
Code execution (Empirical distribution of recent monthly payroll changes from the PAYEMS data returned by fred_data.):
Output:
placeholder: compute from PAYEMS returned by fred_data
## Prediction markets on this question (Polymarket)
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be ≤3.8%?" → Yes: 0.00, Volume: $301 — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 3.9%?" → Yes: 0.01, Volume: $280 — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.0%?" → Yes: 0.09, Volume: $316 — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.1%?" → Yes: 0.33, Volume: $2.1K — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.2%?" → Yes: 0.36, Volume: $876 — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.3%?" → Yes: 0.20, Volume: $789 — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.4%?" → Yes: 0.04, Volume: $767 — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be 4.5%?" → Yes: 0.01, Volume: $275 — October 2026 unemployment rate, not payroll change; correlated context only
- RELATED (different resolution, context only): "Will the October 2026 unemployment rate be ≥4.6%?" → Yes: 0.01, Volume: $265 — October 2026 unemployment rate, not payroll change; correlated context only
## Question dates and conventions
Dates: opened 2026-10-12; forecasting closes 2026-10-12; resolves 2026-11-06. Only events AFTER the open date can satisfy the criteria; assume the event has NOT happened unless a source shows it has. A question phrased 'before <date>' or 'by <date>' asks whether it happens between now and that date. The deadline for the outcome is the RESOLUTION date, not the close date.
## Recent news (AskNews, raw article summaries, newest first — read these directly)
8 AskNews articles (newest first; 3 from the last 48 h, 9 from the archive). Summaries are AskNews's own; dates are publication dates.
[2026-10-11] December 2026 U.S. Jobs Report: 50k Added, Unemployment at 4.4% Amidst Downward Revisions
InvestingChannel — https://news.investingchannel.com/article/964507/december-employment-report-50-thousand-jobs-4-4-unemployment-rate-3033
- According to the U.S. Bureau of Labor Statistics (BLS) report published on October 11, 2026, total nonfarm payroll employment increased by 50,000 in December 2026, while the unemployment rate decreased to 4.4% from 4.5% in November.
- The report notes that employment growth continued in food services, drinking places, health care, and social assistance, whereas retail trade lost jobs.
- Significant revisions were applied to prior months: October's change was revised down by 68,000 (from -105,000 to -173,000), and November's change was revised down by 8,000 (from +64,000 to +56,000).
- Combined, employment for October and November is now 76,000 lower than previously reported.
- Private payrolls rose by 37,000 and public payrolls by 13,000 in December.
- The article highlights that the economy has added only 93,000 jobs since April over an eight-month period.
- Year-over-year employment growth slowed sharply to 0.594 million jobs in December.
- Additionally, the Labor Force Participation Rate decreased to 62.4% in December from 62.5% in November, while the Employment-Population ratio increased to 59.7% from 59.6%.
[2026-10-11] December Employment Report Preview: Consensus and Forecasts for October 2026 (analysis)
InvestingChannel — https://news.investingchannel.com/article/964815/december-employment-preview-3053
- On Friday, October 11, 2026, at 8:30 AM ET, the Bureau of Labor Statistics (BLS) is scheduled to release the December employment report.
- Market consensus forecasts 55,000 jobs added and an unemployment rate decrease to 4.5%, following November's 64,000 jobs added and a 4.6% rate.
- Goldman Sachs forecasts 70,000 jobs added and a 4.5% unemployment rate, attributing the November increase to furloughed federal workers during a government shutdown.
- Bank of America (BofA) projects a stable 70,000 job increase (75,000 in the private sector), citing Education, health, leisure, and hospitality as key drivers.
- The ADP report indicated 41,000 private sector jobs added in December, slightly below consensus.
- ISM surveys show the manufacturing employment index rose to 44.9% (suggesting job losses) while the services employment index rose to 52.0% (suggesting job gains).
- Unemployment claims remained steady at 224,000 in December compared to 222,000 in November.
- The article concludes that while the worst of the labor market distortions may be behind, hiring remains weak, with a 6-month average gain of 17,000 jobs per month.
[2026-10-10] CEA Report: Trump's Re-shoring Policies Add 72,000 Manufacturing Jobs in 2026
Fox News — https://www.foxnews.com/politics/key-american-industry-seeing-blue-collar-jobs-boom-trump-reshoring-policies-pay
- According to a Council of Economic Advisors (CEA) report published on October 10, 2026, the U.S. manufacturing sector added 72,000 jobs in 2026, reversing a trend of 200,000 lost jobs during the final two years of the Biden administration.
- The report attributes this growth to President Donald Trump's re-shoring policies and tariff measures, specifically the One Big Beautiful Bill Act (OBBB), which includes a 100% tax deduction for new factory construction and equipment.
- Corporate examples include Jergens in Ohio, where CEO Jack Schron reported that 83% of workers are taking overtime due to the bill's tax-free overtime provision, and Ketchie Inc. in North Carolina, which expanded its workforce by 25% after purchasing new machinery.
- The report notes that manufacturing wages have risen by 7.9% since January 2025, translating to nearly $2,500 more per year on average for workers adjusted for inflation.
- The construction industry added 100,000 jobs, while major investments in semiconductor manufacturing include $250 billion from Micron and $600 billion from Apple.
- Overall, the report claims $11 trillion in investments have been made in the U.S. during Trump's second term.
- However, a Fox News Poll indicates that 61% of voters view gas prices as a major problem and nearly two-thirds believe the economy is worse under the current administration.
[2026-10-02] U.S. Economy Adds 29,000 Jobs in September Amid Downward Revisions
Fox Business — https://www.foxbusiness.com/economy/us-jobs-report-september-2026
- The U.S. economy added 29,000 jobs in September 2026, a figure significantly below the 90,000 estimate from economists polled by LSEG, according to the Bureau of Labor Statistics.
- The unemployment rate rose to 4.2%, exceeding the 4.1% expectation.
- Additionally, the report included downward revisions for the prior two months: July was revised from a gain of 21,000 to a loss of 10,000, and August was revised from a gain of 162,000 to 133,000.
- These adjustments resulted in total employment for July and August being 60,000 lower than previously reported.
- The article notes that these figures reflect economic uncertainty and mentions that Niles Investment Management portfolio manager Dan Niles discussed Meta's performance and the Federal Reserve on 'The Claman Countdown,' though specific details on his views regarding the jobs report are not provided in the text.
[2026-10-02] US Job Growth Forecast to Slow to 90K in September 2026
InstaForex — https://www.instaforex.com/forex-news/3205267
- According to projections reported by InstaForex on October 02, 2026, the US economy is expected to add 90,000 jobs in September 2026, a slowdown from the 162,000 increase recorded in August.
- The private sector is forecast to contribute 85,000 of these jobs.
- While job growth is anticipated to cool in the leisure, hospitality, and local government education sectors, manufacturing and construction payrolls are expected to show solid advances, partly driven by ongoing investment in data centers to support AI.
- The unemployment rate is projected to hold steady at 4.1%, remaining close to a one-year low.
- Average hourly earnings are forecast to rise 0.3% from the previous month and 3.2% from a year earlier, a slight pickup from the 3.1% annual gain in August, which was the slowest pace since May 2021.
- Overall, the report is likely to indicate a relatively stable labor market.
[2026-10-02] US Job Growth Misses Forecasts in September 2026 with Downward Revisions
InstaForex — https://www.instaforex.com/forex-news/3205589
- According to data from the US Bureau of Labor Statistics (implied by the context of US employment figures), the US economy added only 29,000 jobs in September 2026, a figure well below the market expectation of 90,000.
- This follows a downwardly revised gain of 133,000 jobs in August.
- Job growth was concentrated in health care, which added 17,000 jobs, driven by 13,000 in ambulatory health care services and 12,000 in hospitals, alongside gains in construction (11,000) and manufacturing (9,000).
- Conversely, financial activities saw a decline of 7,000 jobs, while major sectors including mining, retail, and government remained little changed.
- Revisions to prior data revealed that July employment was revised down by 31,000 to a net loss of 10,000, and August was revised down by 29,000 to 133,000, meaning combined employment for July and August is now estimated to be 60,000 lower than previously reported.
[2026-10-02] US Jobs Growth Slashes to 29,000 in September Amid Cooling Labour Market
Firstpost — https://www.firstpost.com/business/us-jobs-growth-slows-sharply-in-september-payrolls-rise-just-29000-vs-89000-expected-14050005.html
- According to data released by the US Bureau of Labour Statistics on Friday, October 2, 2026, the US economy added just 29,000 jobs in September, sharply missing market expectations of 89,000 and marking the third-weakest monthly jobs report of 2026.
- The unemployment rate stood at 4.2 per cent, above the expected 4.1 per cent, while August's payroll gain was revised down by 29,000 jobs to 133,000.
- Employment growth slowed across most major industries: healthcare added 17,000 positions (down from an average of 33,000), construction increased by 11,000, and manufacturing rose by 9,000 (totaling 72,000 since December 2025).
- Conversely, financial activities employment fell by 7,000, with the sector having shed 129,000 jobs since a peak in May 2025.
- Broader labour market measures remained stable, with the participation rate at 61.8 percent and the employment-population ratio at 59.2 percent.
- The report highlights a sharp loss of momentum in the US labour market, raising scrutiny regarding the Federal Reserve's monetary policy.
[2026-06-05] US Economy Adds 172,000 Jobs in May, Surpassing Forecasts and Defying Doom Predictions
pjnewsletter.com — https://pjnewsletter.com/trump-may-jobs/
- According to the U.S. Labor Department, the American economy added 172,000 jobs in May 2026, defying economist predictions that ranged from 55,000 to 110,000, with a consensus expectation of 85,000.
- The unemployment rate remained steady at 4.3 percent, matching forecasts.
- This marks the third consecutive month that job growth has outperformed expectations under President Trump.
- Revisions to March and April data added a combined 93,000 jobs, bringing the three-month average to 188,000.
- The private sector generated 120,000 positions, while the manufacturing sector expanded by 7,000 jobs, contradicting warnings that tariffs would damage the industry.
- PNC Bank chief economist Gus Faucher noted a shift in 2026 compared to 2025, stating that 'in 2026 those industries are seeing net job growth' after net losses occurred in all sectors outside of healthcare in the previous year.
- National Economic Council Director Kevin Hassett described the hiring momentum as 'enormous.' Federal government payrolls have decreased by 346,000 from their peak in October 2024, with 311,000 fewer federal employees compared to a year ago.
- Sector-specific growth included 70,000 jobs in leisure and hospitality and 47,500 in healthcare.
- The article attributes the labor market's strength to restored immigration enforcement, noting that the break-even job growth rate has dropped to near zero, compared to the 100,000 monthly threshold required during the 2021-2024 period.
- Despite headwinds such as the Iran conflict and inflation, the article claims employers are hiring despite '$4-plus gasoline'.
## Research reports (one per dimension: web search + page reads, dated, with sources)
### CURRENT STATE
- [2026-10-02] The latest BLS print is September 2026: nonfarm payrolls rose 29,000 (preliminary), and the unemployment rate was 4.2%. The prior 12-month average gain was 45,000. Source: https://www.bls.gov/news.release/empsit.nr0.htm
- [2026-10-02] Table B-1 (seasonally adjusted, in thousands) shows total nonfarm at 159,044 for September 2026, 159,015 for August (p) and 158,882 for July. September 2025 was 158,548. Year-over-year, payrolls are up 496,000. Source: https://www.bls.gov/news.release/empsit.t17.htm
- [2026-10-02] Revisions: July went from +21,000 to -10,000, and August went from +162,000 to +133,000. Together they are 60,000 lower than previously reported. Source: https://www.bls.gov/news.release/empsit.nr0.htm
- [2026-10-12] The FRED PAYEMS monthly levels imply these changes, in thousands:
- 2025: Jun 158,478; Jul 158,542; Aug 158,472; Sep 158,548; Oct 158,408 (a change of -140); Nov 158,449; Dec 158,432.
- 2026: Jan 158,592; Feb 158,436 (-156); Mar 158,650 (+214); Apr 158,798 (+148); May 158,861 (+63); Jun 158,892 (+31); Jul 158,882 (-10); Aug 159,015 (+133); Sep 159,044 (+29).
- Source: https://fred.stlouisfed.org/graph/fredgraph.csv?id=PAYEMS&cosd=2025-06-01
- [2025-10 comparison] The year-ago comparison, October 2025, shows a fall of about 140,000 in current vintage data. This is the FRED level difference, not the originally reported figure. Source: https://fred.stlouisfed.org/graph/fredgraph.csv?id=PAYEMS&cosd=2025-06-01
- [2026-10-12] Trajectory: the 3-month change through September is about +152,000, or about 51,000 per month. The 6-month average (Apr–Sep) is about 67,000 per month. Monthly prints in 2026 have ranged from -156,000 to +214,000. These figures are my calculation from the FRED data above.
- [2026-10-02] Release schedule: the October 2026 Employment Situation is due Friday, November 6, 2026 at 8:30 a.m. ET, which is the resolution date. The September report states this date. Source: https://www.bls.gov/news.release/empsit.nr0.htm
- [2026-10-02] September consensus was about 84,000–90,000 (CNBC/WSJ 84,000; LSEG 90,000), and the actual 29,000 was a large miss. Sources: https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html and https://www.foxbusiness.com/economy/us-jobs-report-september-2026
- [2026-10-02] Sector detail for September: health care +17,000 (12-month average +33,000), construction +11,000, manufacturing +9,000, financial activities -7,000, and government -17,000. Source: https://www.bls.gov/opub/ted/2026/nonfarm-employment-little-changed-in-september-2026.htm
- [2026-10-08] Initial jobless claims were 197,000 in the week ending October 3, which is low. The next claims report is October 15. Source: https://www.dol.gov/ui/data.pdf
- [2026-09-30] ADP September private payrolls were +90,000, up from +36,000 (August was later shown as 38,000 in the ADP release and 36,000 as the prior value on the Trading Economics page). The ADP October report is due November 4, and ADP weekly pulse data comes out on Tuesdays. Source: https://tradingeconomics.com/united-states/adp-employment-change
- [2026-10-12] No consensus forecast for October payrolls was found yet. Trading Economics lists the release with no consensus entry. Source: https://tradingeconomics.com/united-states/non-farm-payrolls
BOTTOM LINE: The base is weak. The latest print was +29,000, and the recent trend is roughly +30,000 to +65,000 per month, with large downward revisions and a wide historical range. The first-print October number will be published November 6 and could be well off the trend, since prints have swung widely and been revised down.
NOT FOUND: A consensus forecast for October 2026 payrolls. The BLS API or CSV was not read directly; the FRED CSV and BLS HTML tables were used instead. The AskNews item dated 2026-10-11 and titled "December 2026 jobs report" looks mislabeled or unreliable. Its figures (an October change of -105,000 revised to -173,000, December +50,000) appear to describe Oct–Dec 2025 data. I did not rely on it.
### BASE RATE
- [2026-10-02] BLS confirmed (primary): September 2026 payrolls were +29,000 and the unemployment rate was 4.2%.
The prior 12-month average monthly gain was 45,000.
July is now -10k and August is +133k.
https://www.bls.gov/news.release/empsit.nr0.htm
- [2026-10-02] Consensus missed badly.
Dow Jones economists expected +84,000.
The LSEG poll expected 90,000 (Fox Business). The September miss was roughly -55k to -60k. https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html
- [2026-10-12] Scheduled release:
the October 2026 Employment Situation comes out November 6, 2026, at 8:30 a.m. ET.
That is the resolution source. https://www.bls.gov/ces/
- Same window, 2025: the initial October 2025 print was -105,000, released late.
The 43-day government shutdown delayed it.
A 162,000 drop in federal workers drove the loss, many of whom resigned at the end of fiscal 2025.
Private payrolls added 52,000 in October.
Trading Economics had forecast +55,000.
That implies a miss of about -160k.
Economists broadly expected net losses overall, though.
The November release also shows the figure was later revised, so the two-month release is a special case. https://www.nbcnews.com/business/economy/jobs-report-november-october-payrolls-rcna249325
- Same window, 2024: the initial October 2024 print was +12,000.
Economists expected 100,000.
Hurricanes Helene and Milton and a Boeing strike held the number down.
Strike activity alone cut growth by 41,000, per the Labor Department.
August and September were revised down by a combined 112,000.
It was the slowest hiring since 2020.
The miss was about -88k. https://www.pbs.org/newshour/economy/us-employers-added-only-12000-jobs-last-month-as-hurricanes-and-strikes-sharply-reduce-payrolls
- Same window, 2023: the initial October 2023 print was +150,000.
The Dow Jones consensus was 170,000.
FactSet's consensus was 180,000.
UAW strikes were primarily responsible for the gap.
September was revised down to 297,000.
The miss was -20k to -30k. https://www.cnbc.com/2023/11/03/jobs-report-october-2023-us-payrolls-increased-by-150000-in-october-less-than-expected.html
- Pattern across all three years: the initial October print came in below consensus each time (-20k to -30k, -88k, about -160k). Each had an identifiable one-off cause: a strike, hurricanes, or federal deferred resignations. The sample is three observations, so it is anecdotal.
- [2026-09] Recent trend:
the prior 12-month average was +45,000.
The June 2026 print was +57,000, per the question text. September 2026 was +29,000. 2026 monthly prints have included negative values. For example,
February 2026 was -92k.
Benchmark revisions were large:
2025 growth was revised to +181K from +584K.
https://www.bls.gov/opub/ted/2026/nonfarm-employment-little-changed-in-september-2026.htm
- [2026-10-02] Revisions and the surprise record in 2026:
July was revised to -10k and August to +133k.
That is -60k in total. The September release followed a +162k August first print, so month-to-month swings of 100k+ occurred recently. https://www.bls.gov/news.release/empsit.htm
- Data-quality warning: two AskNews items dated 2026-10-11 describe a "December 2026" report with +50k, October revised to -173k, and November +56k. These are internally inconsistent with BLS, whose October 2026 data are not yet out. They look like mislabeled December 2025 report coverage (released January 2026). I did not use them. No actual October 2026 consensus was found; the release is still about 3.5 weeks away.
- Fine print: resolution uses the initial print only, not later revisions. Revisions to prior months do not affect it.
BOTTOM LINE: Initial October prints were +150k (2023), +12k (2024) and -105k (2025), and each missed consensus by 20k to about 160k, with one-off shocks each time. Recent monthly surprises in 2026 (September about -55k to -60k) and a 45k trailing average mean the typical forecast error is on the order of ±50–90k. The headline range is wide, including negative prints.
NOT FOUND: Any October 2026 consensus forecast (too early). A fetched BLS page with the October 2023, 2024 and 2025 initial table values; I relied on press coverage for those. Systematic mean absolute error statistics for payroll consensus.
### KEY FACTORS
- [2026-08-14] The Philadelphia Fed Q3 Survey of Professional Forecasters (32 forecasters, fetched in full) puts the median Q3 payroll gain at 45.6k per month, down from 61.2k. It puts Q4 at 66.4k per month and Q1 2027 at 94.9k. It sees unemployment at 4.2–4.3%. This is the only formal professional anchor for October, and the survey predates the weak September print. It implies a modest rebound in hiring, with an October center of about 50–70k. https://www.philadelphiafed.org/surveys-and-data/real-time-data-research/spf-q3-2026
- [2026-10-02] Driver 1, labor supply and breakeven. Immigration has lowered the pace needed to hold unemployment steady. The St. Louis Fed (Mar 2026) estimates a 2026 breakeven of 15–87k per month. https://www.stlouisfed.org/on-the-economy/2026/mar/breakeven-employment-growth-estimate-range-widens-2026 A Fed staff note (Apr 2026) says labor force growth could be near zero. It adds that negative payroll months become almost as likely as positive ones even with healthy output. https://federalreserve.gov/econres/notes/feds-notes/labor-force-growth-breakeven-employment-and-potential-gdp-growth-20260402.html The unemployment rate has held in a 4.1–4.3% band since March (BLS). A weak print therefore does not by itself signal recession, so a low or negative October is compatible with a stable jobless rate. https://www.bls.gov/news.release/empsit.htm
- [2026-10-02] Driver 2, measurement noise. BLS says it revises each first print twice, in the next two months. About 60% of firms respond by the first close, so the initial print is the noisiest. Response rates have fallen from about 58% before 2020 to about 43% in 2024, per CRS as cited by College Investor. https://www.bls.gov/news.release/empsit.htm https://thecollegeinvestor.com/89816/september-jobs-report-29000-jobs-added-as-bls-cuts-60000-from-july-and-august/ BLS changed the birth-death model's ARIMA component in Feb 2026 to use current sample information, which matters for how first prints are built. https://www.bls.gov/web/empsit/cesbmart.htm Resolution uses the first print only, so later revisions don't matter.
- [2026-10-02] The September release shows a temp-help decline of about 10.9k, per SIA (not BLS). SIA also says July and August temp help was revised down. This is a modest soft signal for October private hiring. https://www.staffingindustry.com/research/research-reports/americas/october-2026-us-jobs-report
- [2026-10-06] Driver 3, ADP high-frequency data. ADP's NER Pulse showed private hiring rising for a fifth straight week, at 23,750 per week in the four weeks to Sept 19. That is about 95k per month on a rough 4-week scale. It was reported alongside four straight weeks of initial claims below 200k. The source page returned a 403 on fetch, so this comes from the search snippet only. https://www.staffingindustry.com/news/global-daily-news/economists-revise-jobs-projections
- [2026-10-08] Driver 4, Fed and demand backdrop. Governor Waller said the labor market "continued to be solid and stable in September". Markets had been pricing possible Fed hikes, and the weak jobs print cut the odds of an Oct 28 hike. The Fed's next decision (Oct 28) comes before the Nov 6 data. https://admiralmarkets.com/analytics/traders-blog/fed-rate-decision-october-2026
- [2026-10-12] Driver 5, release risk. The September release came out on schedule on Oct 2, so there is no sign of a lapse in appropriations this fall. In 2025 a 43-day shutdown cancelled the October household survey. A 2026 shutdown early in the year also delayed the January report. For the Nov 6 release to slip, a new funding lapse would have to occur, and I found no sign of one. Sources: https://www.bls.gov/bls/2025-lapse-revised-release-dates.htm and https://www.cnbc.com/2026/02/02/fridays-jobs-report-will-be-delayed-because-of-the-partial-government-shutdown.html
- [2026-10-02] Government is a drag, not a shock. The 17k September government loss is in line with the federal cut of 328k since Jan 2025. The 2025 October comparison was a 162k federal drop from deferred resignations, so the one-off base effects that distorted the 2025 print are absent now. https://www.congress.gov/crs-product/R48832
- [2026-10-10] A White House CEA report claims manufacturing is up 72k in 2026 and construction up 100k, citing the One Big Beautiful Bill Act's tax incentives. This is an administration claim, not a forecast. The sector gains in September were small (manufacturing +9k, construction +11k). https://www.foxnews.com/politics/key-american-industry-seeing-blue-collar-jobs-boom-trump-reshoring-policies-pay
- [2026-10-12] Sequence needed for the outcome. (1) The October reference week (the pay period that includes the 12th) captures the same low-hire pattern. (2) ADP (Nov 4) and claims (weekly, last at 197k) stay benign. (3) No funding lapse hits BLS. (4) BLS publishes Nov 6 at 8:30 ET, and the first print equals the change from the revised September level. Without a shock, a first print in the 0–100k range is the central expectation, with the sign and size set mainly by sampling noise and late responses. https://www.bls.gov/news.release/empsit.htm
BOTTOM LINE: The main drivers are weak but non-collapsing demand, a very low breakeven pace from reduced immigration, a noisy first-print survey, and no obvious scheduled shock. This points to a central expectation of about 40–70k with a wide tail on both sides, including a negative print.
NOT FOUND: a formal October payroll consensus (Dow Jones, Bloomberg, LSEG); bank forecasts for October; ADP's October number; confirmation that no funding lapse threatens Nov 6 (inferred only from the on-time Oct 2 release); and a fetchable copy of the ADP weekly pulse page.
### EXPERT VIEW
- [2026-10-12] No formal consensus for October payrolls exists yet. The BLS release is scheduled for Fri Nov 6, 2026, 8:30 ET. Consensus polls (Dow Jones, LSEG, Bloomberg) normally form in the final week or two before release. I found none. https://www.bls.gov/news.release/empsit.nr0.htm
- [2026-10-09] The Kalshi KXPAYROLLS-26OCT market was live. The rendered page showed "Above 50,000" at about 49%, "Above 60,000" at about 43% (page also shows a 53% figure), and "Above 70,000" at about 52%. These readings are inconsistent with each other and the market is thin (about $123k volume). The cluster implies a median near 55–65k, but treat it as noisy. The 10 other strikes were not visible. https://kalshi.com/markets/kxpayrolls/jobs-numbers/kxpayrolls-26oct
- [2026-11-06 scheduled] Kalshi settles on the headline figure in the report's opening sentence, with trading closing at 8:29 ET. That matches this question's "initial print" rule. https://www.oddsshopper.com/articles/prediction-markets/kalshi-jobs-report-markets
- [2026-10-02] Trading Economics said its model and analysts' expectations put payrolls at about 60k by the end of the current quarter, and about 120k in 2027. The page was last updated in October 2026. https://tradingeconomics.com/united-states/non-farm-payrolls
- [2026-10-02] September payrolls were +29k, the BLS first print. Consensus was 84k (Dow Jones/CNBC), 89–90k (LSEG, FXFactory), and the lowest Bloomberg forecast was 35k. The miss was about 55–60k. https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html
- [2026-10-02] BLS revised July to -10k (from +21k) and August to +133k (from +162k), a net -60k. The prior 12-month average was 45k per month. The unemployment rate was 4.2%, in a 4.1–4.3% range since March. https://www.bls.gov/news.release/empsit.nr0.htm
- [2026-10-02 and earlier] Forecast track record: before the Sept print, Kalshi gave about 56% to "above 90k" and the print was 29k. In late June, Dow Jones expected 118k and Kalshi gave under 60% to above 100k. February 2026 consensus was +59k against an actual of -92k. May 2026 came in at 172k against an outlook of under half that. Recent misses are large and run in both directions, with a miss of roughly 50–100k common. https://www.cnbc.com/amp/2026/06/29/kalshi-traders-expect-this-weeks-jobs-report-will-disappoint-wall-street-outlook.html
- [2026-10-02] Vanguard's Schickling called it a "low-hire, low-fire" labor market. Jefferies expected momentum to continue before the miss, given low jobless claims. Government employment fell 17k in September, and federal employment is down 328k cumulatively since January 2025. https://www.foxbusiness.com/economy/us-jobs-report-september-2026
- [2026-10-02] Sector detail for September: health care +17k (below its 12-month average of 33k), construction +11k, manufacturing +9k, financial activities -7k. The Labor Secretary noted manufacturing is up 72k over the year. https://finance.yahoo.com/economy/articles/september-2026-jobs-report-payrolls-123334753.html
- [2026-10-02] Kalshi's Fed-hold odds for October rose to about 77–85% after the weak jobs print. Markets had been pricing possible Fed hikes, so the labor data is being read against an inflation backdrop (CPI about 3.4%). https://news.kalshi.com/p/fed-rate-hike-odds-plummet-october-after-september-jobs-miss
- [2026-10-11] Caution: the AskNews items headed "December 2026 jobs report" dated Oct 11 are mislabeled. They appear to be December 2025 data, with +50k, October 2025 at -173k, and a 6-month average of 17k. The "CEA 72k manufacturing" item is real but is not a forecast. I would not use these as evidence. https://news.investingchannel.com/article/964815/december-employment-preview-3053
- [2026-10-12] The FRED level for September is 159,044k, so the October print is the change from the revised September level. The next release date on FRED is Nov 6. https://fred.stlouisfed.org/series/PAYEMS
BOTTOM LINE: The market-implied center is about 50–65k, though the Kalshi strikes were noisy. Expectations will probably settle in the 40–80k range once the formal consensus forms. Recent first prints have missed consensus by roughly ±50–100k, so the outcome distribution is wide, and a negative print is plausible. The September +29k reading was a downside shock, and a rebound in forecasts toward 60k is the base case.
NOT FOUND: a published consensus (Dow Jones, Bloomberg, LSEG or FactSet) for October 2026 payrolls; individual bank forecasts for October (Goldman, BofA, Capital Economics); a Metaculus community forecast; the ADP October figure (due about Nov 4); and the other Kalshi strikes (a fuller ladder).
### HIGH CASE
**High scenario: October 2026 first-print payrolls near the top of, or above, the plausible range**
- [2026-10-06] ADP's NER Pulse, the four-week average of weekly private adds, has risen for five straight weeks. It went from 8,250/week (week ending 7/25) to 23,750/week (week ending 9/19), and was 16,250 on 7/4. That is roughly 95k a month, a faster pace than the BLS Sept print of +29k. ADP's monthly Sept figure was +90k. If the pulse holds or accelerates into the October reference week (the week containing Oct 12), it supports a rebound to 90–130k. The pulse has a 2-week lag. The next releases are Oct 13 and Oct 20, and these are the early signals to watch. https://mediacenter.adp.com/2026-10-06-ADP-National-Employment-Report-Preliminary-Estimate-for-September-19,-2026
- [2026-10-05] Reuters, via Kitco: economists said the Sept slowdown "likely does not mark" a sudden deterioration. Payrolls tend to underperform when Labor Day falls late in September, as it did this year, and there is no sign of broad layoffs. This is a seasonal-adjustment mechanism that could reverse in October. https://kitco.com/news/off-the-wire/2026-10-05/us-job-growth-undershoots-expectations-september-labor-market-remains
- [2026-10-02] Jefferies' Simons argued that August's +162k first print was a rebound from weak June and July. He had expected momentum to continue because of low claims. That is the bull case's weak point: after the Sept miss, he read August as a one-off bounce rather than a trend. Even so, the 2026 first-print and revised ceiling is high: March was +214k and May's first print was +172k (per the earlier reports). https://www.cnbc.com/2026/10/02/jobs-report-september-2026.html
- [2026-10-08] Initial claims were 197k for the week ending Oct 3. That is the fourth straight week under 200k, and the 4-week average is 198k, the lowest since 1969 on that measure per Breitbart's account (the claim is Breitbart's and not independently checked). Year over year, claims are 36k lower. Layoffs are therefore not a drag, so a high print would come from hiring picking up. The consensus for the Oct 15 claims report is 195k. https://www.babypips.com/news/headline-us-initial-jobless-claims-layoffs-2026-10-09
- [2026-10-08] Counter-signal to the high case: continuing claims rose 17k to 1.716M. Employers are keeping workers but not hiring. This is the "low-hire, low-fire" pattern, and it caps how far above trend a print is likely to go. https://www.babypips.com/news/headline-us-initial-jobless-claims-layoffs-2026-10-09
- [2026-10-02] BLS primary: the Sept household survey showed a labor force increase of 485k and household employment up 406k (per Wichita Liberty's reading of the release). The household survey is much stronger than the establishment survey. If the CES catches up, that is a source of upside surprise. https://www.wichitaliberty.org/economics/september-2026-jobs-report/
- [2026-10-02] BLS primary, fetched: the release says employment changed little in all major industries. Sept sector gains were small: health care +17k against a 12-month average of 33k, construction +11k, manufacturing +9k. A rebound in health care alone to its 33k average would add about 16k. Financial activities have lost 129k since May (Invezz), and that drag is not likely to reverse. https://www.bls.gov/news.release/empsit.nr0.htm
- [2026-09-30] The earlier reports show the Kalshi ladder centred around 50–65k, and Trading Economics' model put payrolls near 60k by the end of the quarter. For a high outcome, say 120k or more, the print would have to be about 60k above that centre. That is about the size of recent misses in both directions: May's 172k was against an outlook of less than half that, and Feb's miss was about -150k. https://tradingeconomics.com/united-states/non-farm-payrolls
- [2026-10-08] Fed context: the Fed raised rates to 3.75–4.00% in September and economists expect another hike in December. Policy is tightening and inflation is about 3.4%. This works against a sustained hiring boom, so a high print would come from noise, seasonal quirks or catch-up, not from a new trend. https://www.babypips.com/news/headline-us-initial-jobless-claims-layoffs-2026-10-09
- [2026-10-12] Signals that would point to the high scenario: the pulse rising above about 25k/week on Oct 13 and Oct 20, claims staying below 200k, ADP October (Nov 4) above 90k, and a rise in the Nov 6 consensus above 80–100k. Federal job cuts in the Sept data (-17k government) are a headwind that fades slowly. A rebound is not guaranteed.
BOTTOM LINE: The evidence-backed path to a high print (roughly 100–150k) is a catch-up from the Sept late-Labor-Day seasonal drag, the ADP weekly pulse rising for five weeks, and very low layoffs. These are partly offset by flat continuing claims, a hiking Fed and falling financial-sector jobs, so the upside is mostly a noise-driven tail rather than the trend.
NOT FOUND: A formal October consensus (Dow Jones, Bloomberg, LSEG); bank forecasts for October; any ADP pulse after Sept 19; the other Kalshi strikes for the upper tail.
### LOW CASE
- [2026-10-02] BLS (fetched) says all major industries "changed little" in September. Employment in September 2026 was therefore weak but broad-based, with no single sector driving the miss. The cumulative drag has come from sectors that are shrinking. Financial activities fell another 7k and are down 129k since May. Bloomberg Economics (Anna Wong) said education turned from a usual September boost into a drag as state and local budgets tighten. Sources: https://www.bls.gov/news.release/empsit.nr0.htm ; https://invezz.com/en-ae/news/2026/10/02/us-jobs-report-payrolls-rise-just-29-000-fed-october-hike-bets-fade/ ; https://www.bloomberg.com/news/live-blog/2026-10-02/us-employment-report-for-september
- [2026-10-02] Breakeven payroll growth is estimated at only 0–35k per month (Brusuelas about 35k, Sløk "close to zero"). Waller said on Oct 8 that September's gain sits within the breakeven range. A print of 0–30k is therefore consistent with a stable 4.1–4.3% unemployment rate. That means a low payroll number does not require labor-market stress, and a low outcome is not a tail event. Sources: https://finance.yahoo.com/economy/live/september-jobs-report-live-updates-labor-market-adds-29000-124648123.html ; https://federalreserve.gov/newsevents/speech/waller20261008a.htm
- [2026-09-24] KPMG's primer says Indeed estimates the labor force has shrunk about 700k in 2026, which helps explain why payrolls can slow without unemployment rising. It also says health care, the main source of gains, faces a labor supply squeeze and Medicaid constraints that will intensify in the new fiscal year. A further cliff is the early-October expiry of work authorization for remaining Venezuelan TPS beneficiaries, which lands in the October reference period. Health care already added only 17k in September, against a 12-month average of 33k. Sources: https://kpmg.com/us/en/articles/2026/september-2026-employment-primer.html ; https://www.bloomberg.com/news/live-blog/2026-10-02/us-employment-report-for-september
- [2026-10-02] Private payrolls were only +46k in September (LSEG expected 85k), and August private was revised from 127k to 89k. Government (-17k) was a drag, and federal employment is still shrinking. State and local education, which gave a late-summer bounce in August, reversed in September. If government keeps shedding 15–20k, private hiring must exceed that just to reach 30k. Sources: https://www.foxbusiness.com/economy/us-jobs-report-september-2026 ; https://www.epi.org/indicators/unemployment/
- [2026-10-02] EPI counts four months of job losses over the last year (3-month average 50.7k). The downside prints are frequent, not rare. July is now -10k. February's first print was -92k, later revised to -133k, so first prints in negative territory have occurred twice already this year. Sources: https://www.epi.org/indicators/unemployment/ ; https://realinvestmentadvice.com/resources/blog/bls-jobs-report-is-broken-is-there-a-better-measure/
- [2026-10-02] Demand-side headwinds raise the odds of a soft October. Challenger says employers are in "wait-and-see" mode over high energy costs, the Iran war, a possible Fed hike and rising health costs. Wage growth was 3.0% y/y, the slowest since 2021. CPI is expected at 3.7% y/y in the September report due Oct 14, which could keep rate-hike risk alive and add to hiring caution. SSGA puts the October hike probability at about 15% and still sees a December hike. Sources: https://www.wichitaliberty.org/economics/september-2026-jobs-report/ ; https://fxstreet.com/analysis/us-cpi-aussie-jobs-and-bank-earnings-in-focus-202610120826 ; https://www.ssga.com/us/en/institutional/insights/weekly-economic-perspectives-05-october-2026
- [2026-10-09] Cross-border read: Canada lost 68k jobs in September (a second straight monthly decline, public sector down 119k y/y), against consensus of about +5k to +9k. This is not a US signal directly, but it shows trade friction and higher rates producing downside surprises in a neighbouring economy. Source: https://theglobeandmail.com/business/article-canadian-jobs-report-economy-september-2026
- [2026-02-11] Methodology and revision risk: BLS changed the birth-death model from January 2026 to use current-sample information, and the 2025 benchmark cut 2025 growth from +584k to +181k. The first print for a given month has often been revised down (Feb, Jul, Aug 2026 examples). Revisions do not matter for this question, which uses the first print. The first-print noise is what matters, and it is large. Sources: https://www.bls.gov/web/empsit/cesbmart.htm ; https://mmgrea.com/january-2026-jobs-report-2025-benchmark-revisions/
- [2026-10-02] Low-scenario mechanics: October first-print drivers that could push near zero or below are (a) payback after August's education and restaurant bounce, (b) a further federal and state/local government decline, (c) health care slowing below 20k, (d) financial activities continuing to fall, and (e) an unexpected strike or storm (the Oct 2023 and Oct 2024 first prints were held down by strikes and hurricanes). For reference, the CPS household survey showed employment +406k in September, so the two surveys diverge and the payroll survey is the weaker one. Sources: https://econsnapshot.com/2026/10/03/september-jobs-report-2/ ; https://cepr.net/publications/september-2026-preview/
- [2026-10-12] Indicators to watch before Nov 6: weekly jobless claims (the last reading was low at 197k, so a rise above about 240k would signal the downside), ADP weekly pulse and the Nov 4 ADP release, ISM employment sub-indices (around Nov 3–5), Challenger layoffs (around Nov 5), and the final consensus. I found no new data on these. Source: https://www.bls.gov/news.release/empsit.nr0.htm
BOTTOM LINE: The low path is evidence-backed. First prints this year have hit -92k and -10k, and September's 29k sits near breakeven. A sub-20k or negative October is plausible if government and health care keep slowing and August-style bounces reverse. A low claims count (197k) and low layoffs argue that a deeply negative print would need a one-off shock.
NOT FOUND: Any formal October 2026 consensus or bank forecasts, a new shutdown, strike or hurricane that would affect the October reference week, October ADP or ISM data, and a readable full KPMG forecast number (the fetch returned page chrome only).
## Required pre-forecast walkthrough
Before giving percentiles, address these explicitly in your rationale:
(0) Resolution check: what the resolution source currently shows, and whether the value is already known or fixed as of today.
(a) The time left until the question resolves.
(b) The outcome if NOTHING changes from today (the status quo value).
(c) The outcome if the CURRENT TREND continues.
(d) The expectations of experts / markets / base rates.
(e) A plausible scenario that produces a LOW outcome (near p10).
(f) A plausible scenario that produces a HIGH outcome (near p90).
## Calibration guidance
- **Be humble about tails.** Good forecasters set WIDE 90/10 intervals to account for unknown unknowns. Narrow tails get punished by the log score far more than slightly-biased medians.
- **Status quo anchoring.** The p50 should be close to the status quo value unless you have strong evidence of a trend.
- Don't pile mass at one value — if you're tempted, widen the spread by 20-50%.
- **Markets and experts are priors, not anchors.** If a SAME QUESTION market, analyst consensus, or community percentiles appear in the evidence, treat them as a strong prior — centre near them and widen — and name the specific evidence they lack whenever you move away. RELATED markets are context only.
- **Open bounds carry real mass.** Where a bound is OPEN, the outcome can land beyond it and the question then resolves "below range" / "above range". Put honest probability there (p_below_min / p_above_max in the output) instead of squeezing the distribution inside the displayed range; the season's worst losses were outcomes that landed where the distribution had ~2%.
- **Relative-return / spread questions ("how much will X's return exceed Y's").** A near-zero median is usually right, but size the TAILS to the more VOLATILE leg, not to a generic 2-3pp spread. Two broad equity indices (e.g. Nasdaq-100 vs S&P 500) do stay within roughly ±2-3pp over a two-week window. But when one leg is a commodity (crude oil, gold) or a single high-beta stock (e.g. Nvidia), the two-week realized spread regularly reaches ±10pp or more — crude-vs-equity spreads have hit ±18pp. In those cases set p10/p90 to at least ±10pp (±15pp or wider for oil) while keeping the median near the status-quo spread; the 2-3pp intuition applies only to index-vs-index.
- **Heavy-tailed one-off magnitudes (opening-weekend box office, product-launch or debut numbers).** Pre-event tracking for these routinely misses by ±40% or more, and results land both far above and far below the consensus. Do NOT treat the displayed [min, max] range as the plausible range or clamp p10/p90 to its edges: the outcome can fall outside the range in either direction (recent opening weekends resolved ~7% above a displayed ceiling in one case and roughly half the displayed floor in another). Set p10/p90 wide enough that a 2x-or-0.5x surprise versus your central estimate still lands inside the interval, and when concrete current tracking disagrees with historical/franchise base rates, weight the tracking.
## Output
Return ONLY valid JSON, no markdown fences:
{
"rationale": "<address (a) through (f) above, then state your distribution — 6-10 sentences total>",
"p10": <number>,
"p25": <number>,
"p50": <number>,
"p75": <number>,
"p90": <number>,
"p_below_min": <probability in [0, 1] that the outcome is BELOW -39500>,
"p_above_max": <probability in [0, 1] that the outcome is ABOVE 160500>,
"unverified_claims": ["<a fact your forecast depends on that no source above confirms, one that would move your p50 by a quarter of your p10-p90 width if false; [] if none>"]
}
Percentiles MUST be in non-decreasing order (p10 <= p25 <= p50 <= p75 <= p90). p_below_min is P(outcome < -39500); p_above_max is P(outcome > 160500). These must agree with your percentiles: a p10 below the lower bound implies p_below_min > 0.10, a p90 above the upper bound implies p_above_max > 0.10. A mass below ~0.05 on an open side needs a specific reason.