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Intraday Fade: Overextended Large Caps

The short-only mirror of mean reversion. Shorts Nifty 100 names trading more than two standard deviations ABOVE their own 40-day average at the open, and covers before the close. No position is ever held overnight.

Why this is expected to work

Short-horizon reversal runs in both directions: extreme recent winners give back as reliably as extreme losers bounce, and the mechanism is the same — someone paying for immediacy, here a buyer chasing. The upside version is harder to trade and that is exactly why it persists. It is also why this template is intraday, and the design is driven by Indian market structure rather than preference. A retail cash-market account in India cannot carry a short position overnight; shorts must be squared off the same session unless routed through Stock Lending and Borrowing, which is thin and expensive outside the largest names. A backtest that shorts a stock for three weeks is modelling a trade most users cannot place. Squaring off intraday makes the strategy something an ordinary account can actually do. Be sceptical of the result: shorting into strength has an unbounded loss profile, the win rate is modest, and the strategy is structurally on the wrong side of a melt-up.

shortintradaymean-reversionfade
Universe
NSE Stocks XNSE
Rebalance
Daily Equal weighted

How the pipeline works

Filter

NIFTY100 constituent

Keeps rows where nifty100_member == 1

nifty100_member == 1
Filter

Liquid: traded > Rs 25 cr/day

Keeps rows where turnover > 250000000

turnover > 250000000
Mean revert

Stretched 2 sigma ABOVE its 40-day mean

Keeps names 2 sigma above their own 40-day average

Rank

10 most overextended

Selects the top 10 by overextension

What this template teaches

  • direction='short' — the sign applied before sizing
  • RelativeValueRule direction='above' (the upside tail)
  • Intraday square-off as the honest answer to a market constraint
  • Why short templates must respect what a retail account can place
Read the full write-up

Short Selling in India: What a Retail Account Can Actually Do

You cannot carry a cash-market short overnight. That single rule determines the shape of every short strategy a retail Indian investor can realistically run — and most backtests ignore it.