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Will Minnesota’s annual-average employment in Medical Equipment and Supplies Manufacturing for 2026 be above 18,200 jobs?

kalshiEconomics·2026-10-16·view on kalshi ↗
92%
Agent
91%
Market Price
+1.5%
Edge
76%
Confidence
15,015
Volume
1.0c
Spread
195
Days to resolution
1
Markets in event
final rationale
Mean of 2 draws (0.92, 0.93). (0) Not resolved yet. BLS shows Jan–Aug 2026 at 18.4, 18.4, 18.4, 18.6, 18.9, 19.2, 19.3 and 19.4 (August preliminary), which averages about 18.83k. The 2026 annual average is not final until December data and the March 2027 benchmark revision are published. (a) About 6.5 months remain until the 2027-04-30 close. The final benchmarked 2026 figure should appear in March 2027, before the close. (b) Status quo: Sep–Dec would have to average about 16.95k for NO, roughly 2.4k below August. Even a fall back to the 2025 trough of 18.0 gives an annual average of about 18.55. So on current data the result is clearly Yes. (c) NO scenario: the March 2027 QCEW-based benchmark shows the sample-based Apr–Aug jump of about 1k was spurious. Detailed state industry series can be revised by several percent. A revision that pulls 2026 back to the flat 2025 level of about 18.2 would fail the strict 'above' test. A severe Q4 layoff wave or a publication delay could also produce NO, but neither has any evidence. (d) YES scenario: Sep–Dec stay near 19k and the benchmark revision is modest. The 0.4% average state revision would be about 0.07k against a cushion of about 0.6k. DEED's 3.9% year-over-year Minnesota manufacturing growth and the steady rise in the seasonally adjusted series are independent support. The Kalshi anchor of 91% already prices the benchmark-revision tail, and I found little new to move it. I nudge slightly to 92% given the broad manufacturing corroboration.
price vs. prediction
market price agent forecast at t+0
2 follow-ups
1. Planner Opus 5.5 · picks the research tools
Tools chosen: kalshi_direct resolution_source fred kalshi_related
Planner reasoning
This resolves on the BLS SAE series SMU27000003133910001. FRED likely mirrors it, which gives the monthly 2026 data through about August to compare against the 18.2k threshold. kalshi_direct is the price anchor, and the sibling strikes in the same event show the implied distribution.
2. Research parallel tool calls + 4 web research loops (Sonnet 5.5) · read raw by the forecasters
at a glance
RESEARCH DIGEST (built in code: tool summaries and each report's bottom line; the forecasters read the full tool outputs and reports) Tools - kalshi_direct: ## This Market's Kalshi Data **Above 18,200 jobs** (KXMNMEDDEVEMP-27APR30-T18200) - Current price (probability): 91.00% (live; bid 91% / ask 92%) - 7-day price change: +2.00% - 30-day price change: +2.00% - Average daily volume: 2502 contracts - Price range: 89.00% - 94.00% - Data points: 6 days - resolution_source: already_resolved=unclear; matches_criteria=True; last_updated=October 16, 2026 (data extracted); latest data point Aug 2026 (P). The BLS series SMU27000003133910001 (Minnesota, not seasonally adjusted, in thousands; data extracted October 16, 2026) shows 2026 monthly values from January to August of 18.4, 18.4, 18.4, 18.6, 18.9, 19.2, 19.3 and 19.4 (August is preliminary). These average about 18.8 - fred: Fetched 4 FRED series (lookback=1000d) (via search 'Minnesota medical equipment and supplies manufacturing employees'). - kalshi_related: 1 related markets / summaries. series KXMNMEDDEVEMP: 0 markets (skipped 1 no-signal) | keyword 'Minnesota medical equipment employment': ok Research loops, bottom lines - current state: Eight months of 2026 data already average about 18.8k, and the latest readings (19.2–19.4k) are well above 18.2k. A fall below 18.2k for the full-year average would need a very large drop in Sep–Dec or a downward benchmark revision of roughly 0.6k or more. Neither has any support in current sources. - base rate: On the outside view, with 8 of 12 months already published and averaging 18.8k, the 2026 annual average is very likely above 18.2k. YES would fail only if Sep–Dec averaged below about 16.95k or a large downward benchmark revision hit. Neither has any precedent in this series outside the COVID shock. - yes case: YES is the overwhelming default. Eight published months average about 18.8k, and the average stays above 18.2 even if Sep–Dec fall back to 18.0. The only realistic NO route is an unusually large downward benchmark revision to this detailed series in March 2027. - no case: The best NO case is thin. It depends on a downward benchmark revision of roughly 0.6–1k or more, on a rapid reversal in the Sep–Dec months, or on a publication delay or an exact-18.2 edge case. I found no evidence for any of these.
tools
toolstatustimeitemssummary
kalshi_direct OK 0.2s 1 ## This Market's Kalshi Data **Above 18,200 jobs** (KXMNMEDDEVEMP-27APR30-T18200) - Current price (probability): 91.00% (live; bid 91% / ask 92%) - 7-day price change: +2.00% - 30-day price change: +2.00% - Average daily volume: 2502 contracts - Price range: 89.00% - 94.00% - Data points: 6 days
resolution_source OK 6.6s 1 already_resolved=unclear; matches_criteria=True; last_updated=October 16, 2026 (data extracted); latest data point Aug 2026 (P). The BLS series SMU27000003133910001 (Minnesota, not seasonally adjusted, in thousands; data extracted October 16, 2026) shows 2026 monthly values from January to August of
fred OK 20.3s 4 Fetched 4 FRED series (lookback=1000d) (via search 'Minnesota medical equipment and supplies manufacturing employees').
kalshi_related OK 4.2s 1 1 related markets / summaries. series KXMNMEDDEVEMP: 0 markets (skipped 1 no-signal) | keyword 'Minnesota medical equipment employment': ok
research loops · 4/4 ok · 13 searches · 0 page reads
dimensionstatustimesearchespage readsreport
current state OK 19s 3 0 3898 chars
base rate OK 18s 3 0 3467 chars
yes case OK 22s 4 0 5056 chars
no case OK 23s 3 0 5209 chars
report: current state
- [2026-10-16] The BLS series SMU27000003133910001 (not seasonally adjusted, thousands) has monthly values for 2026 through August. These are Jan 18.4, Feb 18.4, Mar 18.4, Apr 18.6, May 18.9, Jun 19.2, Jul 19.3 and Aug 19.4. August is flagged preliminary. https://api.bls.gov/publicAPI/v2/timeseries/data/SMU27000003133910001?startyear=2024&endyear=2026 - [2026-10-16] The mean of the eight 2026 months is about 18.83 (150.6 ÷ 8), which is already above the 18.2 threshold. The remaining four months (Sep–Dec) would have to average roughly 17.2 or lower to pull the annual average to 18.2 or below. That is about 2.2 below August and 1.1 below any 2025 month. This is my arithmetic, not a BLS figure. - [2026-10-16] The 2025 monthly values were Jan 18.2, Feb–Apr 18.0, May 18.0, Jun 18.2, Jul 18.3, Aug 18.3, Sep 18.1, Oct 18.2, Nov 18.3 and Dec 18.3. The 2025 annual average was about 18.2 (my calculation), which is presumably the origin of the threshold. For comparison, 2024 ran from 19.5 in early 2024 down to 18.2 in December. https://api.bls.gov/publicAPI/v2/timeseries/data/SMU27000003133910001?startyear=2024&endyear=2026 - [2026-09-18] FRED's copy of the series shows August 2026 at 19.4, last updated 2026-09-18. FRED lists the next release as 2026-10-20, which would add September data. https://fred.stlouisfed.org/series/SMU27000003133910001 - [2026-09-18] The seasonally adjusted version has risen steadily: Apr 18.69, May 18.97, Jun 19.05, Jul 19.10, Aug 19.22. This suggests the 2026 rise is a trend and not a seasonal artifact. https://fred.stlouisfed.org/series/SMU27000003133910001SA - [2026-10-15] DEED's September release shows Minnesota manufacturing added 1,600 jobs over the month, seasonally adjusted. Total nonfarm employment fell by 4,600. Manufacturing was among the sectors with the largest over-the-year gains. https://mn.gov/deed/data/current-econ-highlights/state-national-employment.jsp - [2026-10-15] The same release reports Minnesota's unemployment rate at 4.5% and over-the-year job growth of 1.2%. Five supersectors gained jobs, manufacturing among them. https://www.redlakenationnews.com/story/2026/10/16/news/minnesotas-labor-force-signals-recovery/143455.html - [2026-05-07] Medtronic restructured its cardiovascular businesses, and employees reported accompanying layoffs. The company declined to confirm cuts. https://www.startribune.com/medtronic-restructuring/601838496 - [2026-07-24] Medtronic told remote workers living near its Twin Cities sites to return to the office four days a week. This affects fewer than 900 employees and is not a headcount cut. https://www.massdevice.com/medtronic-return-to-office-remote-workers-hybrid/ - [2026-02-20] The only 2026 Medtronic WARN notice found covers 81 jobs in Northridge, California, not Minnesota. https://www.drugdeliverybusiness.com/medtronic-diabetes-lay-off-81-minimed/ - [2026-10-20] Scheduled: the BLS state release adds September 2026 data. The October and November data come later, with December data in the 2027 release. The annual 2026 average is therefore not final until early 2027, and the March 2027 benchmark revision could change the 2026 monthly values. I could not open the BLS schedule page to confirm these dates; the 2026-10-20 date comes from FRED. https://fred.stlouisfed.org/series/SMU27000003133910001 BOTTOM LINE: Eight months of 2026 data already average about 18.8k, and the latest readings (19.2–19.4k) are well above 18.2k. A fall below 18.2k for the full-year average would need a very large drop in Sep–Dec or a downward benchmark revision of roughly 0.6k or more. Neither has any support in current sources. NOT FOUND: BLS September 2026 value for this series (due 2026-10-20). The official BLS release calendar page (it returned 404). Any Minnesota-specific medical device layoff or WARN notice from the last 30 days. A confirmed date for the 2027 benchmark revision.
report: base rate
- [2026-10-16] BLS series SMU27000003133910001 (NSA, thousands) shows 2026 monthly values of Jan 18.4, Feb 18.4, Mar 18.4, Apr 18.6, May 18.9, Jun 19.2, Jul 19.3 and Aug 19.4 (preliminary). Those eight months sum to 150.6. https://data.bls.gov/timeseries/SMU27000003133910001?data_tool=XGtable - [2026-10-16] Arithmetic from that table (my calculation): a 2026 annual average above 18.2 needs a 12-month sum above about 218.4. The remaining four months (Sep–Dec) would therefore need to average below about 16.95 for the answer to be NO. That is roughly 2.4k below the August level. Rounding to one decimal is a minor edge case. https://data.bls.gov/timeseries/SMU27000003133910001?data_tool=XGtable - [2026-10-16] The 2025 monthly values run 18.0–18.3 and average about 18.16 (my calculation). 2025 therefore sits just under the 18.2 threshold, so the line was set near last year's level. 2026 is running about 1.2k above it. https://data.bls.gov/timeseries/SMU27000003133910001?data_tool=XGtable - [2026-10-16] Historical annual averages (my calculations from the monthly table): 2016 about 16.0, 2017 about 16.0, 2018 about 16.2, 2019 about 17.6, 2020 about 17.5, 2021 about 17.4, 2022 about 18.5, 2023 about 19.4, 2024 about 19.0, 2025 about 18.16. https://data.bls.gov/timeseries/SMU27000003133910001?data_tool=XGtable - [2026-10-16] Largest month-to-month swings in the series are about −1.1k (Mar to Apr 2020, COVID) and +0.3k in single months. The largest falls in a 4-month span outside COVID are about 0.5–0.7k (for example Jun to Oct 2024: 19.2 to 18.4). The swing needed for NO (about −2.4k from Aug in four months) has no precedent in the 2016–2026 data apart from the COVID drop. https://data.bls.gov/timeseries/SMU27000003133910001?data_tool=XGtable - [2026-09-18] FRED's seasonally adjusted version of the series (an St. Louis Fed adjustment of BLS data) rose through 2026: Apr 18.69, May 18.97, Jun 19.05, Jul 19.10, Aug 19.22. This confirms an uptrend, not a one-month blip. Its next release is 2026-10-20 (September data). https://fred.stlouisfed.org/series/SMU27000003133910001SA - [2026-10-16] Revision risk: the Aug figure is flagged preliminary. The annual average will be re-benchmarked in early 2027, likely March, and the question resolves on BLS's reported 2026 annual average. The threshold stays fixed. The 2024 to 2025 revisions are not visible in the current vintage. A benchmark revision of more than about 1k downward would be needed to threaten YES. This is an inference, not a documented figure. https://data.bls.gov/timeseries/SMU27000003133910001?data_tool=XGtable - [2026-10-16] Ambient context: Minnesota med-device job postings remain plentiful. Glassdoor lists about 1,048 postings in September 2026 and Indeed about 9,126 (undated snapshots). This is weak, non-quantitative support. https://www.glassdoor.com/Job/minnesota-medical-device-jobs-SRCH_IL.0,9_IS1775_KO10,24.htm BOTTOM LINE: On the outside view, with 8 of 12 months already published and averaging 18.8k, the 2026 annual average is very likely above 18.2k. YES would fail only if Sep–Dec averaged below about 16.95k or a large downward benchmark revision hit. Neither has any precedent in this series outside the COVID shock. NOT FOUND: Any external forecast, expert estimate or other market on this series. Official BLS release text and the benchmark revision schedule for the 2026 annual average. The September 2026 data point, which is due around 2026-10-20.
report: yes case
YES means: BLS reports Minnesota's 2026 annual-average NSA employment in Medical Equipment and Supplies Manufacturing (SMU27000003133910001) above 18.2 thousand. - [2026-10-15] DEED's September release adds a manufacturing signal after August. Seasonally adjusted manufacturing gained 1,600 jobs (+0.5%) in September, the largest gain of the five growing supersectors. The DEED commissioner called it the biggest gain of the month. Medical devices are a subset of manufacturing, so this is supportive but not series-specific. https://mn.gov/deed/data/current-econ-highlights/state-national-employment.jsp - [2026-10-15] The same DEED release says Minnesota manufacturing was up 3.9% over the year, against 0.4% nationally. Manufacturing was one of the three sectors with the largest over-the-year gains. This shows the sector uptrend is broad, not a quirk of one series. https://mn.gov/deed/data/current-econ-highlights/state-national-employment.jsp and https://krocnews.com/rochester-area-job-losses-september-2026/ - [2026-10-16] I re-pulled the BLS API and it confirms the monthly path. The 2026 values are 18.4, 18.4, 18.4, 18.6, 18.9, 19.2, 19.3 and 19.4. Only August carries the "Preliminary" footnote, and every month before it is already non-preliminary. The 2025 values never exceeded 18.3. So the Aug 2026 level is 1.1 above the 2025 Aug level (18.3). https://api.bls.gov/publicAPI/v2/timeseries/data/SMU27000003133910001?startyear=2025&endyear=2026 - [2026-10-16] Rounding gives a cushion. The series is published to one decimal. Jan–Aug sum to 150.6. Even if Sep–Dec all repeated the 2025 low of 18.0 (72.0), the 12-month sum would be 222.6, an average of 18.55. YES therefore holds even if the 2026 rise fully reverses to the 2025 trough level. The sum falls to 218.4 only if Sep–Dec average about 16.95. The 2025 Sep–Dec values were 18.1–18.3. - [2026-08-28] BLS's preliminary state benchmark (March 2026) put the average absolute revision across all states at only 0.4%. A revision of that size to this series would be about 0.07k, against a cushion of about 0.6k on the full-year average. The final benchmark is due in March 2027 with January 2027 data. It revises NSA data from April 2025 to December 2026, so it can move 2026 values. The final 2026 average will therefore be a March 2027 figure, well before the 2027-04-30 close. https://www.bls.gov/news.release/archives/presae_08282026.htm - [2026-08-28] The 0.4% figure is a cross-state average and not Minnesota's own number. I did not see a Minnesota-specific detail line in the fetched text. Detailed-industry revisions are noisier than the state total. Even so, a downward revision of 0.6k on 19k is about 3%, roughly eight times the average state-total revision. https://www.bls.gov/news.release/archives/presae_08282026.htm - [2026-09-04] The Philadelphia Fed's early-benchmark report, built on QCEW data, flagged 19 states whose Sep 2025–Mar 2026 changes differed significantly from BLS's preliminary CES estimates. I did not extract whether Minnesota is one of them. It is a monitoring source for the revision risk, not evidence against YES. https://www.philadelphiafed.org/-/media/FRBP/Assets/Surveys-And-Data/benchmark-revisions/2026/early-benchmark-2026-q1-report.pdf?sc_lang=en - [2026-10-15] Statewide the labor market is soft: a net loss of 4,600 jobs, with unemployment at 4.5%. The losses sit in education/health (−5,700) and professional services (−2,100). The private-sector decline is not in manufacturing. This weakens the macro-drag argument for a sharp Sep–Dec medical-device drop. https://www.yahoo.com/news/us/articles/minnesota-loses-net-4-600-155200913.html - [2026-10] Firms are hiring for production roles right now. Listings include CVRx production operators, Philips assemblers in Plymouth, a Medtronic Brooklyn Center manufacturing supervisor and Medtronic assembly roles. This is anecdotal, undated or snapshot-level job-board evidence, and I did not verify its link to the BLS series. https://www.glassdoor.com/Job/minneapolis-medical-device-assembly-jobs-SRCH_IL.0,11_IC1142551_KO12,35.htm Most likely path to YES: the Sep–Dec 2026 values stay anywhere above about 17k. That is the default, since they are already near 19.4 and the 2025 floor was 18.0. The March 2027 benchmark then moves the 2026 average by well under 0.6k. The prerequisites are no mass layoff of about 2k or more in Minnesota's device sector, and no outsized Minnesota-specific benchmark cut to this series. BOTTOM LINE: YES is the overwhelming default. Eight published months average about 18.8k, and the average stays above 18.2 even if Sep–Dec fall back to 18.0. The only realistic NO route is an unusually large downward benchmark revision to this detailed series in March 2027. NOT FOUND: The September 2026 value for this series (due about 2026-10-20). Minnesota's own line in the preliminary benchmark table (the fetched text was truncated). Any Minnesota medical-device layoff or WARN notice in the last 30 days. Any Minnesota device-sector payroll breakdown from DEED.
report: no case
YES means: BLS reports Minnesota's 2026 annual-average NSA employment in Medical Equipment and Supplies Manufacturing (SMU27000003133910001) above 18.2 thousand. I found no evidence that supports NO. The strongest NO case is a set of narrow technical risks, listed below. - [2026-10-16] BLS API re-pull confirms the August 2026 figure of 19.4 is flagged "Preliminary". The seven earlier 2026 months carry no flag. All 2025 months are unflagged and run 18.0–18.3. The Sep–Dec months are not yet published, so the full-year average cannot be final. https://api.bls.gov/publicAPI/v2/timeseries/data/SMU27000003133910001?startyear=2025&endyear=2026 - [2026-08-28] The BLS preliminary state benchmark release says final benchmark data will be published in March 2027 with the January 2027 state release. That final benchmark will revise all NSA data from April 2025 to December 2026. The Apr–Aug 2026 jump to 19.4 is therefore still sample-based and can be rewritten. The NO path runs through this benchmark, not through Sep–Dec job losses. https://www.bls.gov/news.release/archives/presae_08282026.htm - [2026-08-28] The average absolute preliminary benchmark revision across states was 0.4% of total nonfarm employment for March 2026. That is smaller than the prior year's 0.7% (the September 2025 release). Those figures are state-level totals. Detailed three-digit industry series like this one, with a base of about 19k, are noisier, and I found no published industry-level figure for Minnesota. A downward revision of 1k or more would be about 5%, which is far larger than the typical state-level revision. This is my inference. https://www.bls.gov/news.release/archives/presae_08282026.htm - [2026-08-28] The national preliminary benchmark was −79k total nonfarm, and −178k for private employment. That is small, but it points down for private payrolls, so there is a mild downward bias to the benchmark. https://www.bls.gov/news.release/prebmk.nr0.htm - [2026-09-04] The Philadelphia Fed's early-benchmark estimates cover only October 2025–September 2026 and are for total nonfarm. They are not industry-level, so they give no signal on this series. https://www.philadelphiafed.org/-/media/FRBP/Assets/Surveys-And-Data/benchmark-revisions/2026/early-benchmark-2026-q1-report.pdf?sc_lang=en - [2026-10-07] The Minnesota Chamber's retention and expansion report lists "electromedical device manufacturing" among Minnesota advanced industries with stagnant or declining employment. It lists "pharmaceutical and medical goods" among those adding jobs. The two groupings cover different NAICS codes, so the 2026 rise in this series is not corroborated by a separate source. The signal that would argue against the series' jump is mixed. https://www.mnchamber.com/2026-state-business-retention-and-expansion-minnesota - [2026-05-07] Medtronic is closing Santa Rosa, CA, with work shifting partly to Minnesota. That is a net positive for Minnesota jobs, not a source of cuts. https://www.pressdemocrat.com/2026/05/07/medtronic-leaving-sonoma-santa-rosa/ - [2026-05-07] The Star Tribune reported Medtronic restructuring with employee-reported layoffs, and the company would not address them. The report gave no job count. The same report says the restructuring is one of several since 2020. Even a cut of several hundred jobs, spread across the remaining months, would not move the average enough. https://www.startribune.com/medtronic-restructuring/601838496 - [2026-10-20] The BLS state release for September data is scheduled for 2026-10-20, with the metro release on 2026-10-28. A sharp September drop would be the first sign of a reversal. I cannot say what that value will be. https://www.bls.gov/sae/ - [2026-10-16] Arithmetic on the fetched data: 2025 sums to 218.1 and averages 18.175. That is below 18.2 by 0.025, so the threshold sits at last year's level. A revision that shifts 2026 down by the Apr–Aug increase would put the series near 18.4–18.6. That still exceeds 18.2. Only a revision that erases the entire Apr–Aug rise and Jan–Mar as well would give NO. This is my calculation. https://api.bls.gov/publicAPI/v2/timeseries/data/SMU27000003133910001?startyear=2025&endyear=2026 - [2026-10-16] Resolution technicality: a literal reading needs BLS to "report" the annual average. BLS publishes monthly values for this series, and an annual-average column exists in its data tables. If the average were exactly 18.2, it would fail "above". The market's close is 2027-04-30, after the March 2027 benchmark. Any benchmark delay (for example, a shutdown) could leave the 2026 value unresolved at close. I found no indication of a delay. https://www.bls.gov/news.release/archives/presae_08282026.htm BOTTOM LINE: The best NO case is thin. It depends on a downward benchmark revision of roughly 0.6–1k or more, on a rapid reversal in the Sep–Dec months, or on a publication delay or an exact-18.2 edge case. I found no evidence for any of these. NOT FOUND: A Minnesota industry-level preliminary benchmark figure for this series. A Minnesota medical-device WARN notice in the past 30 days. The September 2026 value, due 2026-10-20. Any BLS statement about a delay in the March 2027 benchmark release.
3. Forecasters 2 draws · Opus 5.5 + GPT · plain mean
claude-opus-5-5 · high effort
72% conf
Yes 92%
No 8%
(0) Not resolved yet. BLS shows Jan–Aug 2026 at 18.4, 18.4, 18.4, 18.6, 18.9, 19.2, 19.3 and 19.4 (August preliminary), which averages about 18.83k. The 2026 annual average is not final until December data and the March 2027 benchmark revision are published. (a) About 6.5 months remain until the 2027-04-30 close. The final benchmarked 2026 figure should appear in March 2027, before the close. (b) Status quo: Sep–Dec would have to average about 16.95k for NO, roughly 2.4k below August. Even a fall back to the 2025 trough of 18.0 gives an annual average of about 18.55. So on current data the result is clearly Yes. (c) NO scenario: the March 2027 QCEW-based benchmark shows the sample-based Apr–Aug jump of about 1k was spurious. Detailed state industry series can be revised by several percent. A revision that pulls 2026 back to the flat 2025 level of about 18.2 would fail the strict 'above' test. A severe Q4 layoff wave or a publication delay could also produce NO, but neither has any evidence. (d) YES scenario: Sep–Dec stay near 19k and the benchmark revision is modest. The 0.4% average state revision would be about 0.07k against a cushion of about 0.6k. DEED's 3.9% year-over-year Minnesota manufacturing growth and the steady rise in the seasonally adjusted series are independent support. The Kalshi anchor of 91% already prices the benchmark-revision tail, and I found little new to move it. I nudge slightly to 92% given the broad manufacturing corroboration.
claude-opus-5-5 · high effort
80% conf
Yes 93%
No 7%
(0) Not resolved: BLS series SMU27000003133910001 shows Jan–Aug 2026 at 18.4, 18.4, 18.4, 18.6, 18.9, 19.2, 19.3, 19.4 (Aug preliminary), averaging about 18.83k; the annual average still needs Sep–Dec data and the March 2027 final benchmark. (a) About 6.5 months to the 2027-04-30 close, which falls after the March 2027 benchmark. (b) Status quo gives an annual average near 18.9–19.0k; even if Sep–Dec fell to the 2025 trough of 18.0, the year averages about 18.55k. (c) No requires the March 2027 benchmark, which revises Apr 2025–Dec 2026 NSA data, to cut this detailed series by roughly 0.7k (about 3.5%) across 2026, for example if the Apr–Aug surge was sampling noise against QCEW. Detailed state industry revisions are much noisier than the 0.4% state-total average, and the national private benchmark leaned down (−178k), so this tail is real. Smaller No risks are a sharp Sep–Dec reversal, an exact-18.2 result or a publication delay. (d) Yes follows if Sep–Dec stays near 19k (DEED reported +1,600 Minnesota manufacturing jobs in September) and the benchmark moves the series by less than 0.6k. Anchored on Kalshi's 91%, I nudge slightly up given the large arithmetic cushion and no Minnesota device layoff or WARN evidence.
4. Final plain mean of 2 draws
92% (76% confidence)
Yes: 92% No: 8%
Mean of 2 draws (0.92, 0.93). (0) Not resolved yet. BLS shows Jan–Aug 2026 at 18.4, 18.4, 18.4, 18.6, 18.9, 19.2, 19.3 and 19.4 (August preliminary), which averages about 18.83k. The 2026 annual average is not final until December data and the March 2027 benchmark revision are published. (a) About 6.5 months remain until the 2027-04-30 close. The final benchmarked 2026 figure should appear in March 2027, before the close. (b) Status quo: Sep–Dec would have to average about 16.95k for NO, roughly 2.4k below August. Even a fall back to the 2025 trough of 18.0 gives an annual average of about 18.55. So on current data the result is clearly Yes. (c) NO scenario: the March 2027 QCEW-based benchmark shows the sample-based Apr–Aug jump of about 1k was spurious. Detailed state industry series can be revised by several percent. A revision that pulls 2026 back to the flat 2025 level of about 18.2 would fail the strict 'above' test. A severe Q4 layoff wave or a publication delay could also produce NO, but neither has any evidence. (d) YES scenario: Sep–Dec stay near 19k and the benchmark revision is modest. The 0.4% average state revision would be about 0.07k against a cushion of about 0.6k. DEED's 3.9% year-over-year Minnesota manufacturing growth and the steady rise in the seasonally adjusted series are independent support. The Kalshi anchor of 91% already prices the benchmark-revision tail, and I found little new to move it. I nudge slightly to 92% given the broad manufacturing corroboration.
Pipeline Timing
Total pipeline time: 60.7s
Per-tool research timings shown in the Research section above.