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/ Academy / Quantitative Risk
8 min read EXPECTED VALUE EV
INSTITUTIONAL QUANT INTEL • VERIFIED 2026 EDITION
Peer-Reviewed Formula

Expected Value (EV) Per Trade: Mathematical Formula & Positive Expectancy

DIRECT DEFINITIVE ANSWER (EXECUTIVE SUMMARY)

Expected Value (EV) represents the average dollar amount won or lost per trade over a large sample: EV = (Win Probability x Average Win) - (Loss Probability x Average Loss). With a 45% win rate, an average win of $300 (1:2 RR), and an average loss of $100: EV = (0.45 x $300) - (0.55 x $100) = $135 - $55 = +$80.00 positive expectancy per trade.

In financial markets, win rate in isolation is mathematically meaningless. Many retail traders boast an 85% win rate yet blow accounts because their rare 15% losses are ten times larger than their wins. True edge is defined exclusively by positive Expected Value.

INTERACTIVE POSITION SIZING & RISK SIMULATOR

● LIVE CLIENT-SIDE ENGINE
Cash Risk
$50.00
Calculated Lot
0.25 Lots
1:2 Target Profit
+$100.00
1:3 Target Profit
+$150.00

2026 BENCHMARK & COMPARISON DATA MATRIX

Win Rate (%) Risk-to-Reward Ratio Average Win ($) Average Loss ($) Expected Value per Trade ($)
35% Win Rate 1:3 Risk-to-Reward $300 Profit $100 Loss +$40.00 (Positive Edge)
40% Win Rate 1:2 Risk-to-Reward $200 Profit $100 Loss +$20.00 (Positive Edge)
50% Win Rate 1:1.5 Risk-to-Reward $150 Profit $100 Loss +$25.00 (Positive Edge)
75% Win Rate 1:0.33 (Inverted) $33 Profit $100 Loss -$0.25 (NEGATIVE EXPECTANCY / BLEED)

The Casino Advantage: Playing the Law of Large Numbers

Casinos operate on roulette wheels with a modest +2.7% house EV edge, yet generate billions in guaranteed profit. By executing 1,000 trades with a confirmed +$50 EV, your cumulative equity curve becomes smooth and mathematically unstoppable.

CALIBRATED QUANT CALCULATOR

Calculate Your Trade Risk-to-Reward Ratio

Engineered for zero-math error execution. Tested across MT4/MT5 and Binance futures.

Compute Trade EV

FREQUENTLY ASKED QUESTIONS & EXPERT CLARIFICATIONS

Can a system with a 30% win rate be profitable?

Yes! With a 1:4 Risk-to-Reward ratio, a 30% win rate produces an EV of +$50 per $100 risk ((0.30 x $400) - (0.70 x $100) = +$50).

Institutional E-E-A-T Quality Clearance
Verified by Quant Risk Desk

Author: TradeCoreHub Quantitative Risk & Algorithmic Desk. Peer-reviewed against CME tick specifications, FTMO/FundedNext drawdown contracts, and Binance USD-M liquidation mechanics.

Audit Standard: Zero-Math-Error validation. Formulas are calibrated to ensure absolute capital survivability across statistical losing streaks.

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