Forecast Alpha
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CPI / InflationDemo dataNO TRADE

Core CPI below 2.8% YoY for May 2026?

Market 48.0% against model 49.8%. Resolves in resolved, data updated 13d ago.

Share on X
Market
48.0%
Modelsim
49.8%
Edge EVsim
--
Confidencesim
0.78
Risksim
33
Liquidity
76
Volume
$144,400

Why this is not actionable

The model can still be informative here, but one or more gates blocks a trade call.

1 gate
No edge after fees and slippage — the market price is fair within costs.

Decision layer

No-trade decision

The model may still be informative, but at least one gate blocks an action-style signal.

NO TRADE
Edge
--
blocked

Expected value after costs, not raw probability spread.

Confidence
0.78
clear

How much support the model sees across available inputs.

Liquidity
76
clear

Thin markets can erase apparent edge through spread and slippage.

Risk
33
clear

Resolution ambiguity, timing, and data quality pressure the decision.

Data
54/100
watch

weak feature coverage.

Top blocking reasons
No edge after fees and slippage — the market price is fair within costs.

Why / why not trade

One decision layer for the market read.

This public box mirrors the internal diagnostic style without exposing execution controls: decision, probability gap, cost-adjusted edge, blocker, and next thing to monitor.

NO TRADE
Decision
No trade

no side selected

Model vs market
+1.8pt

49.8% model / 48.0% market

Edge after costs
--

fees, spread, slippage, risk

Top blocker
1 gate

No edge after fees and slippage — the market price is fair within costs.

Next watch condition

No edge after fees and slippage — the market price is fair within costs.

Read this market in three passes

1. Probability gap
+1.8pt

Model 49.8% vs market 48.0%.

2. Edge after costs
--

Raw disagreement is reduced by fees, spread, slippage, and risk controls.

3. Decision
NO TRADE

No trade

Why this read matters

The model may disagree with price, but the gates say the disagreement is not actionable right now.

Data quality
54/100
Open risksim
33
Liquidity
76
NO TRADE
Market
48.0%
Modelsim
49.8%
Edge (EV)sim
--
Confidencesim
0.78
Risk scoresim
33
Liquidity
76
Resolves in
resolved

Volume $144,400

Why the engine declines to trade this market

  • - No edge after fees and slippage — the market price is fair within costs.

Declining to trade is a feature: most markets are priced fairly within costs, and the risk gates run before any edge is considered.

Market-implied vs model probability

Market-impliedSOURCE: DEMOModel estimateSIMULATEDModel above marketModel below market

Factor attribution

SimulatedGen v3 - V3 feature-model

The model estimates a 2-point higher probability than the market, primarily driven by 7-day price momentum.

Factor attribution table showing how each input shifted the model probability
FACTORSIGNALWEIGHTLOG-ODDS ΔDIRECTIONDESCRIPTION
Historical base rate50%0.000NeutralHistorical frequency for this kind of event — the prior before any market-specific evidence.
Cross-market divergence0.20Whether the same event is priced differently on another venue. A gap may signal an opportunity or a structural difference.
7-day price momentum+0.040.35+0.014Neutral7-day drift of the market's own implied probability — sustained moves carry information.
BTC/ETH 7-day momentum0.207-day Bitcoin or Ethereum return, normalized. Applied to crypto-category markets only.
Rate surprise0.252-year Treasury yield reaction in the 48 hours after the most recent scheduled release — a proxy for how markets interpreted the data versus expectations.
Yield curve shift0.1530-day change in the 10-year minus 2-year Treasury spread. A flattening curve signals tightening expectations; steepening signals easing.
News signal0.25Reliability-weighted direction of relevant news from the past 14 days. Official sources (filings, agency statements) carry more weight than commentary.
Crowd forecast0.20Calibration-weighted average of user probability estimates. Only applied when 5 or more weighted forecasters have submitted estimates.
Model probability50.3%Prior: 50% · Market: 48.0%
Confidence (λ)0.78Final: 49.8% = λ·model + (1−λ)·market
Confidence components: data quality 0.54 · factor agreement 1.00 · liquidity 0.76

Comparable eventsseeded prior 50% - 3 matches (min 8 for historical)

EventDateOutcomePrior mkt prob.
US CPI June 2023 — 3.0% YoY (downside miss)2023-07-12Headline 3.0% vs 3.1% expected. Core 4.8%.--
US CPI November 2022 — 7.1% YoY (downside miss)2022-12-13Headline 7.1% vs 7.3% forecast. Downside surprise.--
US CPI March 2021 — Core 1.6% YoY (in-line)2021-04-13Headline 2.6% YoY, Core 1.6%. In-line with forecasts.--

Real historical events from the comparable-events library (showing 3 of 3 matched). The model's base rate is the realized frequency over the full matched set.

Scenario treeEngine template

Clearly below (≥0.2pp)p=55% · EV(YES) +52¢Just at / rounding-dependentp=45% · EV(YES) +52¢Print at or below thresholdp=50%Print above thresholdp=50% · EV(YES) -48¢CPI releaseroot

Node probabilities are conditional on the parent; hover for cumulative path probability. Leaf EV is per $1 YES contract at the current price, before fees (fee-adjusted EVs in the table on the left).

PathPath prob.YES paysEV (YES, after costs)
Print at or below threshold > Clearly below (≥0.2pp)27.4%$1+48.9c
Print at or below threshold > Just at / rounding-dependent22.4%$1+48.9c
Print above threshold50.2%$0-51.1c

Root-implied probability 49.8% reconciles with the model's 49.8% (±1pt invariant).

Why this mattersTemplate (no LLM key)

A 1.8% probability gap at a 48.0% price translates to -1.3% expected value per dollar of payout exposure after costs on the YES side. EV — not the raw probability gap — is the comparable number: the same gap is worth very different amounts at 50¢ and at 92¢.

What could make this wrongTemplate (no LLM key)

The model's edge depends on its inputs being right. Concretely: the base rate of 50.0% may not apply if this event differs structurally from its reference class; the pm.momentum_7d factor could be noise rather than information at this horizon; and with confidence at 0.78, the model itself concedes meaningful estimation error. The risk engine also flags: No edge after fees and slippage — the market price is fair within costs.

  • - Risk score 33/100 — composite of liquidity, volatility, time-to-resolution, data quality and category risk.
  • - Factor agreement 1.00: factors broadly agree, but shared blind spots are possible.
  • - Data quality 0.54 (simulated input in MVP).
  • - Simulated model values — this brief demonstrates structure, not live research.

Description

Resolves based on the BLS CPI release for May 2026 data. The model sees a slight edge but not enough for a directional trade.

Resolution criteria (verbatim, with analyzer flags)

ambiguity 8/100analyzed by heuristic

Resolves YES if the Bureau of Labor Statistics reports Core CPI (excluding food and energy) below 2.8% year-over-year for May 2026.

Resolves Sat, 20 Jun 2026 03:48:52 GMT. The contract pays on these exact criteria, not on the thesis.

Suggested paper position

The engine sizes NO TRADE markets to zero. Sizing never overrides the risk gates.

Paper position only. No real-money execution

Live open-market tracking

Market move
0.0pt
Toward model
Flat
Edge closed
-1.8pt
Snapshots
9

Since the first stored model read on 2026-06-09, the market has moved from 48.0% to 48.0%.

This is a directional diagnostic for unresolved markets, not final performance. Resolved outcomes still determine the official live record.

Data quality54/100 - weak

Demo seed — synthetic market datarel 90 - 1 feature
Demo seed — synthetic momentumrel 90 - 1 feature

Missing: Cross-market divergence, Rate surprise, Yield curve shift, News signal, Crowd forecast

When features are unavailable, the model increases uncertainty and weights the final estimate closer to the market price. Lower data quality does not mean the market is wrong. It means the model is being appropriately humble.

Risk factor breakdownsim

Inverse liquidity24
Price volatility36
Resolution proximity100
Data quality20
Category base risk30
Resolution ambiguity8
Regulatory exposure0
Portfolio concentration0

Composite score 33/100, higher = riskier.

Related markets

MarketMktDelta
Category context
BTC closes above $100k this week?
same event: same venue event + wording overlap
61.0%-4pt

Divergences > 5pt flagged in amber. For cross-venue pricing, see the Scanner.