LIVE MARKET DATA · Kalshi · 1,332 markets
Verified performance

Immutable Signal outcomes

A public record of LikelyIQ snapshot probabilities, frozen Market-at-Signal benchmarks, and deterministic canonical settlements. This is historical evaluation—not a live market view.

Public settlement record

Score snapshots against the same outcomes.

LikelyIQ and the frozen Market-at-Signal benchmark are both scored against each resolved outcome. Current, closing, and later Signal probabilities are never substituted for these snapshots.

Public Signals
62
across 16 markets
Resolved
0

Scored Signals

Pending
62

No outcome recorded

Correction pending
0

Excluded from settled scores

Excluded
0

Not scored

Scored markets
0

Unique markets in Brier means

Paired Brier comparison

Lower is better. Both means use the same resolved Signal observations.

LikelyIQ Brier
—

Resolved snapshots only

Frozen market Brier
—

Same resolved snapshots

Observed advantage
—

Market Brier − LikelyIQ Brier

n = 0 resolved Signals across 0 unique markets. A positive advantage means LikelyIQ had the lower observed Brier score on this sample; it is not a claim of general accuracy.

How Brier scoring works

For each definitive binary outcome, Brier = (probability as a decimal − actual outcome)2. YES is 1 and NO is 0. For example, a 20% forecast for a NO outcome scores (0.20 − 0)2 = 0.040.

Important limits: Repeated Signals can share a settlement; events can be correlated; and early resolved samples can be small. Read these observed scores with their sample size, not as a guarantee or general-accuracy claim.

Category breakdown

Resolved snapshot comparisons grouped by the public Signal category.

Mean absolute error · —
CategoryResolvedLikelyIQ BrierFrozen marketAdvantage
Business0———
Sports0———
Other0———
Public history

Signal snapshots and settlements

Pending and unresolved records remain visible. Generation, expiry, and final settlement are different times and are shown separately in UTC.

0 Correction pending

No correction pending on this page

No substitute outcomes or scores are shown.

Confidence describes the strength and consistency of evidence at Signal generation. Frozen IQ Gap is the difference between the stored LikelyIQ and Market-at-Signal snapshot probabilities. Neither is a new prediction, and neither uses live or closing market prices.