Forecast Alpha
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CryptoKALSHINO TRADE

Bitcoin price on Jun 23, 2026?

Market 99.5% against model 87.6%. Resolves in resolved, data updated 3d ago.

Share on X
Market
99.5%
Modelsim
87.6%
Edge EVsim
--
Confidencesim
0.60
Risksim
49
Liquidity
5
Volume
$0

Why this is not actionable

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

3 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.Market price 99.5% is at or beyond the effectively-resolved threshold (99%) — contract is priced as settled, no liquid opposing side exists.

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
0.60
watch

How much support the model sees across available inputs.

Liquidity
5
blocked

Thin markets can erase apparent edge through spread and slippage.

Risk
49
watch

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

Data
54/100
watch

weak 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.Market price 99.5% is at or beyond the effectively-resolved threshold (99%) — contract is priced as settled, no liquid opposing side exists.

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
-11.9pt

87.6% model / 99.5% market

Edge after costs
--

fees, spread, slippage, risk

Top blocker
3 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
-11.9pt

Model 87.6% vs market 99.5%.

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
54/100
Open risksim
49
Liquidity
5
NO TRADE
Market
99.5%
Modelsim
87.6%
Edge (EV)sim
--
Confidencesim
0.60
Risk scoresim
49
Liquidity
5
Resolves in
resolved

Volume $0

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.
  • - Market price 99.5% is at or beyond the effectively-resolved threshold (99%) — contract is priced as settled, no liquid opposing side exists.

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 12-point lower probability than the market, primarily driven by historical base rate.

Factor attribution table showing how each input shifted the model probability
FACTORSIGNALWEIGHTLOG-ODDS ΔDIRECTIONDESCRIPTION
Historical base rate80%+1.368BullishHistorical 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 momentum0.357-day drift in the market's own implied probability. Sustained directional 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 probability79.7%Prior: 80% · Market: 99.5%
Confidence (λ)0.60Final: 87.6% = λ·model + (1−λ)·market
Confidence components: data quality 0.54 · factor agreement 1.00 · liquidity 0.05

Comparable eventsseeded prior 80% - 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=39% · EV(YES) +1¢Threshold hit in second halfp=48% · EV(YES) +1¢Never reaches threshold in wi…p=12% · EV(YES) -100¢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 window39.4%$1-4.4c
Threshold hit in second half48.2%$1-4.4c
Never reaches threshold in window12.4%$0-104.4c

Root-implied probability 87.6% reconciles with the model's 87.6% (±1pt invariant).

Why this mattersTemplate (no LLM key)

A 11.9% probability gap at a 99.5% price translates to 7.1% 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 79.7% may not apply if this event differs structurally from its reference class; the pm.cross_market_divergence factor could be noise rather than information at this horizon; and with confidence at 0.60, 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. Market price 99.5% is at or beyond the effectively-resolved threshold (99%) — contract is priced as settled, no liquid opposing side exists.

  • - Risk score 49/100 — 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

Bitcoin price on Jun 23, 2026? — $58,400 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 12 PM EDT is above 58399.99 at 12 PM EDT on Jun 23, 2026, then the market resolves to Yes.

Resolves Tue, 23 Jun 2026 16:00:00 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 2026-06-25, the market has moved from 99.5% to 99.5%.

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

Data quality54/100 - weak

Kalshi public APIrel 90 - 2 features

Missing: Cross-market divergence, 7-day price momentum, BTC/ETH 7-day momentum, 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 liquidity95
Price volatility0
Resolution proximity100
Data quality15
Category base risk50
Resolution ambiguity8
Regulatory exposure0
Portfolio concentration3

Composite score 49/100, higher = riskier.

Related markets

MarketMktDelta
Category context
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
0.5%+14pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
0.5%+14pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
99.5%-12pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
99.5%-12pt
Bitcoin price on Jun 16, 2026?
adjacent contract: same asset (BTC) + wording overlap
99.5%-12pt

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