Forecast Alpha
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CryptoKALSHINO TRADE

Bitcoin price on Jun 22, 2026?

Market 98.5% against model 85.3%. Resolves in resolved, data updated 4d ago.

Share on X
Market
98.5%
Modelsim
85.3%
Edge EVsim
--
Confidencesim
0.63
Risksim
61
Liquidity
5
Volume
$680,649

Why this is not actionable

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

2 gates
Liquidity score 5 below minimum 40 — modeled fills would be fiction.Inside the 48h resolution-risk window — late-breaking information dominates any model edge.

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
0.63
watch

How much support the model sees across available inputs.

Liquidity
5
blocked

Thin markets can erase apparent edge through spread and slippage.

Risk
61
blocked

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

Data
79/100
clear

usable feature coverage.

Top blocking reasons
Liquidity score 5 below minimum 40 — modeled fills would be fiction.Inside the 48h resolution-risk window — late-breaking information dominates any model edge.

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
-13.2pt

85.3% model / 98.5% market

Edge after costs
--

fees, spread, slippage, risk

Top blocker
2 gates

Liquidity score 5 below minimum 40 — modeled fills would be fiction.

Next watch condition

Liquidity score 5 below minimum 40 — modeled fills would be fiction.

Read this market in three passes

1. Probability gap
-13.2pt

Model 85.3% vs market 98.5%.

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
79/100
Open risksim
61
Liquidity
5
NO TRADE
Market
98.5%
Modelsim
85.3%
Edge (EV)sim
--
Confidencesim
0.63
Risk scoresim
61
Liquidity
5
Resolves in
resolved

Volume $680,649

Why the engine declines to trade this market

  • - Liquidity score 5 below minimum 40 — modeled fills would be fiction.
  • - Inside the 48h resolution-risk window — late-breaking information dominates any model edge.

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: KALSHIModel estimateSIMULATEDModel above marketModel below market

Factor attribution

SimulatedGen v3 - V3 feature-model

The model estimates a 13-point lower probability than the market, primarily driven by historical base rate and 7-day price momentum.

Factor attribution table showing how each input shifted the model probability
FACTORSIGNALWEIGHTLOG-ODDS ΔDIRECTIONDESCRIPTION
Historical base rate74%+1.030BullishHistorical frequency for this kind of event — the prior before any market-specific evidence.
Cross-market divergence0.000.200.000NeutralLinked venue pricing the same event higher/lower (V2 scanner); 0 without an approved link.
7-day price momentum+0.600.35+0.210Bullish7-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 signalsim0.000.250.000NeutralReliability-weighted mean of extracted news direction labels, past 14 days.
Crowd forecast0.20Calibration-weighted average of user probability estimates. Only applied when 5 or more weighted forecasters have submitted estimates.
Model probability77.6%Prior: 74% · Market: 98.5%
Confidence (λ)0.63Final: 85.3% = λ·model + (1−λ)·market
Confidence components: data quality 0.79 · factor agreement 0.85 · liquidity 0.05

Comparable eventsseeded prior 74% - 0 matches (min 8 for historical)

EventOutcomeRelevance
BTC all-time-high retests after >20% drawdowns (2017–2025)Reclaimed within 6 months in most bull regimesPrice-threshold markets depend heavily on prevailing regime.
Round-number threshold markets on Polymarket 2024–25Markets systematically overpriced near-miss thresholdsAnchoring bias inflates YES prices near salient levels.

Scenario treeEngine template

Threshold hit in first half o…p=38% · EV(YES) +2¢Threshold hit in second halfp=47% · EV(YES) +2¢Never reaches threshold in wi…p=15% · EV(YES) -99¢Milestone windowroot

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)
Threshold hit in first half of window38.4%$1-3.4c
Threshold hit in second half46.9%$1-3.4c
Never reaches threshold in window14.7%$0-103.4c

Root-implied probability 85.3% reconciles with the model's 85.3% (±1pt invariant).

Why this mattersTemplate (no LLM key)

A 13.2% probability gap at a 98.5% price translates to 8.3% expected value per dollar of payout exposure after costs on the NO 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 73.7% 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 0.63, the model itself concedes meaningful estimation error. The risk engine also flags: Liquidity score 5 below minimum 40 — modeled fills would be fiction. Inside the 48h resolution-risk window — late-breaking information dominates any model edge.

  • - Risk score 61/100 — composite of liquidity, volatility, time-to-resolution, data quality and category risk.
  • - Factor agreement 0.85: factors broadly agree, but shared blind spots are possible.
  • - Data quality 0.79 (simulated input in MVP).
  • - Simulated model values — this brief demonstrates structure, not live research.

Description

Bitcoin price on Jun 22, 2026? — $64,250 or above

Resolution criteria (verbatim, with analyzer flags)

ambiguity 8/100analyzed by heuristic

If the simple average of the sixty seconds of CF Benchmarks' Bitcoin Real-Time Index (BRTI) before 5 PM EDT is above 64249.99 at 5 PM EDT on Jun 22, 2026, then the market resolves to Yes.

Resolves Mon, 22 Jun 2026 21:00:00 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
0.0pt
Snapshots
1

Since the first stored model read on 2026-06-24, the market has moved from 98.5% to 98.5%.

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

Data quality79/100 - usable

Kalshi public APIrel 90 - 4 features
CoinDeskrel 80 - 1 feature
Coinbase Exchangerel 90 - 3 features
Forecast Alpha scannerrel 90 - 1 feature
Comparable-events libraryrel 92 - 1 feature

Missing: BTC/ETH 7-day momentum, 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 liquidity95
Price volatility100
Resolution proximity100
Data quality8
Category base risk50
Resolution ambiguity8
Regulatory exposure0
Portfolio concentration3

Composite score 61/100, higher = riskier.

Related markets

MarketMktDelta
Category context
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
0.5%+13pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
0.5%+13pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
0.5%+13pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
0.5%+13pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
0.5%+14pt

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