Quantitative Performance Metrics Verified 2026 Specification

What is System Quality Number (SQN)?

LogToLast Quantitative Team Verified October 2026 Quantitative & Prop Risk Encyclopedia
Direct Quantitative Definition (BLUF)

Developed by Dr. Van Tharp, the System Quality Number (SQN) measures the statistical reliability of a trading strategy by multiplying the ratio of mean R-multiple expectancy to R-multiple standard deviation by the square root of the number of trades (capped at N = 100).

Formula

Mathematical Calculation

SQN = (Average Expectancy in R ÷ StdDev of R-Multiples) × Sqrt( Min(Trade Count N, 100) )

E[R] is the average R-multiple per trade, sigma_R is the standard deviation of R-multiples, and N is the number of trades (capped at 100 so huge trade counts do not artificially inflate the score).

Scenario

Real-World Numerical Simulation

Simulation Model

Computing SQN Across a 64-Trade Backtest in Backtest Lab

Baseline: $50,000
Max Risk: $2,500
1

Sample Size (N): 64 trades captured via LogToLab Ctrl+C into the Backtest Lab (Sqrt(64) = 8.0).

2

Average Expectancy (E[R]): +0.35R per trade.

3

R-Multiple Standard Deviation (sigma_R): 1.00R.

4

SQN Score: (0.35 ÷ 1.00) × 8.0 = 2.80 (Earns a high System Quality badge ready for multi-account scaling).

Automated Platform Solution

Backtest Lab 'System Quality' Badge (Up to 'Holy Grail')

Inside the LogToLast Backtest Lab, the Expectancy card automatically rates your strategy's consistency with a color-coded System Quality badge (scaling from Average up to 'Holy Grail') and lets you click any tag row to exclude weak setups live.

Grade Your Strategy Quality in Backtest Lab
Benchmark

Institutional Comparison Matrix

System Quality Number (SQN) — Institutional Trading & Prop Firm Comparison Matrix (2026)
SQN Score Range System Quality Badge Prop Firm Deployment Readiness
1.00 – 1.59 Below Average High probability of hitting max drawdown before target
1.60 – 1.99 Average / Tradeable Requires conservative position sizing (<6% of buffer)
2.00 – 2.99 Good / Robust Edge Ready for multi-account prop firm scaling
3.00+ Excellent / 'Holy Grail' Ideal candidate for 10–20+ account parallel replication
Enforcement

Monitored Prop Firms Applying This Rule

Compare all 22+ firms & Fairness Scores →
Q&A

Frequently Asked Questions

Backtest Lab 'System Quality' Badge (Up to 'Holy Grail')

Stop Tracking System Quality Number (SQN) Manually in Spreadsheets

Inside the LogToLast Backtest Lab, the Expectancy card automatically rates your strategy's consistency with a color-coded System Quality badge (scaling from Average up to 'Holy Grail') and lets you click any tag row to exclude weak setups live. Test our 5-engine trading OS—including 20+ account cloud & MT5 replication, Playbook Active Enforcer, AI Journal, and Native Ctrl+C Backtest Lab—for $0.00 today during your 14-day Elite trial.

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