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Kalshi and Polymarket settle on named public sources.

Every Kalshi and Polymarket market names the source its outcome is read from. A read of Kalshi's public API on 2026-10-04 08:51 UTC found 14,584 series; data companies are the named source for hundreds of them, led by CF Benchmarks (192), Luminate (107), Carbon Arc (97). Economic markets settle on government releases such as the Bureau of Labor Statistics.

Kalshi names a source in every series.

Kalshi lists 14,584 series, past and current. Each series' rules name the source agency or data provider whose published number decides it. Counted by provider on 2026-10-04 08:51 UTC:

Kalshi series by named settlement provider
ProviderSeriesMostly
CF Benchmarks192annual, hourly
Luminate107weekly
Carbon Arc97one-off
Pyth84weekly, hourly
Ornn49weekly, monthly
CoinGecko42one-off
LMArena and LMSYS26custom
AppliedXL25one-off
DefiLlama19one-off, custom
OpenRouter16one-off
Ramp AI Index15monthly
Truflation13monthly, daily
Spice Data8monthly
Vercel AI Gateway8custom
Artificial Analysis5one-off

Jobs, unemployment and CPI settle on the Bureau of Labor Statistics.

Kalshi's jobs, unemployment and CPI markets settle on the Bureau's first release of each month. The Bureau revises those numbers later. Of 41 payroll months Kalshi settled, 40 no longer match the Bureau's figure today.

Polymarket lists the same kind of markets. Its rules name the source too, and an outcome is proposed and can be disputed through UMA's optimistic oracle. 746 settled Polymarket markets on jobs, unemployment and CPI were checked in the same study.

Some numbers have no seller.

The same read found 0 Kalshi series that settle on agent payments. A market can only list a number someone publishes under terms that allow settlement. Tickerz builds those numbers to order: a fixed rule, a source whose terms allow it, a recount anyone can run, and a signed report of every print.

Asked often

What data sources does Kalshi settle on?
Each Kalshi series names its source in its rules. On 2026-10-04 08:51 UTC, 14,584 series were listed; the data companies named most often were CF Benchmarks (192 series), Luminate (107 series), Carbon Arc (97 series). Jobs, unemployment and CPI markets settle on the Bureau of Labor Statistics' first release.
How does Polymarket resolve its markets?
Each Polymarket market's rules name the resolution source. An outcome is proposed through UMA's optimistic oracle and can be disputed before it is final.
Does any Kalshi market settle on agent payments?
Not on 2026-10-04 08:51 UTC: 0 series named x402 or agent payments as their source.