SimpleFunctions
kalshiYield curve39 markets

Will above -25000 jobs be added in September 2026

event base · KXPAYROLLS

By SimpleFunctions· Last verified 23 Aug 2026Methodology
24h volume
$7
Constituents
39
Distinct tenors
3
5w – 3mo
Avg P(YES)
53.6%

Term structure

YES probability across 3 tenors

25%50%75%5w7w10w12w3mo
τ days →P(YES) on left axis

Analysis

The yield curve exhibits a pronounced downward slope across the strike dimension at each tenor, with the steepest compression occurring between the lowest and highest strike thresholds. At the 40-day tenor (26SEP), YES probabilities range from 88% at T-25000 down to 17% at T100000, a 71-percentage-point spread. This spread moderates only slightly at longer tenors: 75 days yields a 55-point range (85% to 30%), and 103 days shows a 54-point range (83% to 29%). The cheapest YES probabilities consistently appear at the highest strike levels (T100000 and T125000) across all three tenors, where probabilities cluster in the 12–30% range. Notably, the term structure itself is remarkably flat—probability levels at equivalent strikes show minimal variation across the 40-, 75-, and 103-day horizons, suggesting the market perceives little additional uncertainty or drift as the resolution window extends. The market's current pricing reflects a strong consensus that payrolls will land in the lower-to-mid range, with declining conviction as strikes move higher. The flatness of the term structure indicates that market participants do not expect the distribution of outcomes to shift materially over the next three months; the event's fundamental uncertainty appears already priced in at the near term. The steep strike-based gradient—particularly the sharp drop-off above T50000—signals that tail-risk scenarios (very strong payroll numbers exceeding 100,000) are viewed as unlikely across all horizons. This structure is consistent with a market expecting moderate payroll growth rather than either a collapse or a surge, with probabilities of extreme outcomes remaining suppressed regardless of tenor.

Generated 8/23/2026 · anthropic/claude-haiku-4.5

Constituent markets

39 kalshi contracts

MarketTenorP(YES)Vol 24h
Will above -25000 jobs be added in September 2026?: Above -25,0005w88.0%$0
Will above -25000 jobs be added in October 2026?: Above -25,00010w85.0%$0
Will above 0 jobs be added in September 2026?: Above 05w83.0%$1
Will above -25000 jobs be added in November 2026?: Above -25,0003mo83.0%$0
Will above 0 jobs be added in November 2026?: Above 03mo77.0%$0
Will above 0 jobs be added in October 2026?: Above 010w76.0%$0
Will above 10000 jobs be added in September 2026?: Above 10,0005w75.0%$0
Will above 10000 jobs be added in November 2026?: Above 10,0003mo73.0%$0
Will above 10000 jobs be added in October 2026?: Above 10,00010w72.0%$0
Will above 20000 jobs be added in September 2026?: Above 20,0005w70.0%$0
Will above 20000 jobs be added in November 2026?: Above 20,0003mo70.0%$0
Will above 20000 jobs be added in October 2026?: Above 20,00010w68.0%$0
Will above 30000 jobs be added in September 2026?: Above 30,0005w67.0%$0
Will above 30000 jobs be added in October 2026?: Above 30,00010w66.0%$0
Will above 30000 jobs be added in November 2026?: Above 30,0003mo66.0%$0
Will above 40000 jobs be added in November 2026?: Above 40,0003mo62.0%$0
Will above 40000 jobs be added in September 2026?: Above 40,0005w61.0%$6
Will above 40000 jobs be added in October 2026?: Above 40,00010w61.0%$0
Will above 50000 jobs be added in November 2026?: Above 50,0003mo58.0%$0
Will above 50000 jobs be added in October 2026?: Above 50,00010w56.0%$0
Will above 50000 jobs be added in September 2026?: Above 50,0005w54.0%$0
Will above 60000 jobs be added in November 2026?: Above 60,0003mo53.0%$0
Will above 60000 jobs be added in October 2026?: Above 60,00010w52.0%$0
Will above 60000 jobs be added in September 2026?: Above 60,0005w48.0%$0
Will above 70000 jobs be added in November 2026?: Above 70,0003mo47.0%$0
Will above 70000 jobs be added in October 2026?: Above 70,00010w46.0%$0
Will above 80000 jobs be added in October 2026?: Above 80,00010w41.0%$0
Will above 80000 jobs be added in November 2026?: Above 80,0003mo40.0%$0
Will above 70000 jobs be added in September 2026?: Above 70,0005w37.0%$0
Will above 90000 jobs be added in October 2026?: Above 90,00010w36.0%$0
Will above 90000 jobs be added in November 2026?: Above 90,0003mo36.0%$0
Will above 80000 jobs be added in September 2026?: Above 80,0005w32.0%$0
Will above 100000 jobs be added in October 2026?: Above 100,00010w30.0%$0
Will above 100000 jobs be added in November 2026?: Above 100,0003mo29.0%$0
Will above 90000 jobs be added in September 2026?: Above 90,0005w27.0%$0
Will above 125000 jobs be added in October 2026?: Above 125,00010w21.0%$0
Will above 100000 jobs be added in September 2026?: Above 100,0005w17.0%$0
Will above 125000 jobs be added in November 2026?: Above 125,0003mo17.0%$0
Will above 125000 jobs be added in September 2026?: Above 125,0005w12.0%$0

Browse this series

U.S. Non-Farm Payrolls Forecast Markets
Collection view — every live contract in this series, sorted by 24h volume. Distinct intent from this term-structure page.

How to read this page

A term structure plots the implied YES probability of each constituent market against its days-to-resolution. Steepening upward = the market prices the event as becoming more likely with time. Flat = stable expectations. Inverted = a near-term catalyst raises odds early then they fade.

Curve construction: each constituent contract is identified by its venue event_id (KXPAYROLLS on kalshi). Tenor is computed from the contract’s close_time minus snapshot time, rounded to days. We do not interpolate between tenors — every plotted point is a real, traded contract. Outcome-slate pages show price-as-probability for mutually-exclusive contracts; term-structure pages show price-as-probability vs days-to-resolution for the same underlying event.

How we compute these odds

SimpleFunctions aggregates live prediction-market contracts from Kalshi and Polymarket. Each slug groups contracts that resolve on the same underlying event, identified by venue event_id.

For binary slugs, the headline probability is the liquidity-weighted mid-price across all bound contracts. For multi-outcome slugs (e.g. elections with 3+ candidates), the headline is the leader’s price; we never arithmetically average disjoint outcomes — that would produce a number with no real-world meaning.

Snapshots refresh every 5 minutes during market hours; daily aggregates are computed at 04:00 UTC. The 30-day sparkline is drawn from per-ticker daily means stored in market_indicator_daily; 24h delta and movement events are derived from the same source.

Last updated on this page: Sun, 23 Aug 2026 06:24:37 GMT.