Stakesift field notes
A price is not a probability estimate. A deposit is not profit. A backtest is not a guarantee. These guides show the arithmetic and recordkeeping behind those distinctions, with worked examples you can reproduce and assumptions you can challenge.
Written by Stakesift editorial. Public educational reading; no account required. Examples are hypothetical, not product results or recommendations to wager.
Probability & pricing · 6 min read
Work through implied probability, proportional no-vig odds and expected value, and learn why a market price is not an independent forecast.
Stakesift editorial · Published
Bankroll & records · 7 min read
A worked cash ledger shows how stakes, settlements, refunds and deposits differ, with a practical checklist for duplicate-safe import provenance.
Stakesift editorial · Published
Costs & execution · 6 min read
Calculate prediction-market returns after fees and depth, and distinguish quoted edges from fills, settlement rules and real execution risk.
Stakesift editorial · Published
Models & validation · 7 min read
Build a transparent weighted forecast, then evaluate it with chronological holdouts, leakage controls, calibration and realistic trading costs.
Stakesift editorial · Published
