Vega Strategy

A no-rebalance momentum strategy that lets winners run. Same 7-factor scoring as Gemini, but positions are never resized while held.

What This Page Covers

This page explains the Vega momentum strategy framework. Vega is Gemini's no-rebalance variant — it uses the same 85-stock universe, the same 7-factor momentum scoring, and the same QQQ market filter. The key difference: positions enter at equal weight but are never resized. Winners are allowed to drift up, giving the strategy significantly higher returns with slightly more drawdown.

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Strategy Overview

Core Concept

Vega is a buy-and-hold momentum strategy. Like Gemini, it identifies the strongest stocks using a proprietary 7-factor scoring algorithm. Unlike Gemini, Vega does not rebalance positions daily — once a stock enters the portfolio at equal weight, it stays at whatever size the market gives it until it falls out of the top N.

Same 7-factor momentum scoring as Gemini
Positions enter at equal weight, then drift freely
No daily rebalancing — winners are allowed to run
Exit only when a stock leaves the top N

Current Configuration

Stock UniverseCurated Growth Stocks
Portfolio SizeConcentrated
Minimum ScoreProprietary Threshold
Market FilterQQQ Trend Filter
RebalancingNone (buy & hold)
Pre-filterTrend Confirmation
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Key Difference: No Rebalancing

Position Drift

In Gemini, positions are rebalanced daily to maintain equal weight. If one stock doubles while another is flat, Gemini sells the winner and buys the laggard to restore equal allocation. Vega does the opposite — it lets winners grow.

Gemini (Daily Rebalance)

  • Equal weight maintained daily
  • Winners trimmed, laggards added to
  • More trades, more turnover
  • Lower volatility, lower max drawdown

Vega (No Rebalance)

  • Equal weight at entry only
  • Winners run, position sizes drift
  • Fewer trades, lower turnover
  • Higher returns, higher max drawdown
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Market Regime Filter

QQQ Trend Filter

Like Gemini, Vega uses QQQ (Nasdaq 100 ETF) as a market regime indicator. When QQQ is in an uptrend, new positions can be opened. When QQQ is in a downtrend, no new stocks are purchased.

This filter is identical to Gemini's — it helps avoid deploying capital during market corrections while allowing existing positions to run.

How It Works

QQQ in Uptrend
Normal operation. New positions can be opened at equal weight. Existing positions continue to drift freely.
QQQ in Downtrend
Defensive mode. Existing positions are held, but no new stocks are purchased. When positions are sold, proceeds are kept in cash.
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Trade Execution

T+1 Execution Model

All trading signals are generated at market close (Day T) and executed at the next day's open (Day T+1). This ensures realistic backtesting without look-ahead bias.

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End of Day T: Generate Signals

After market close, calculate 7-factor momentum scores for all stocks. Determine which stocks to enter or exit based on top-N ranking.

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Day T+1 Open: Execute Trades

At market open, execute exits first to free up capital. Then enter new positions at equal weight. Existing positions are never touched — no rebalancing.

Equal-Weight Entry, Free Drift

New positions enter at equal weight across all holdings. Once entered, positions are never resized. A stock that doubles becomes a larger share of the portfolio naturally. This lets momentum compound without interference.

Example: If the portfolio holds 10 stocks at entry, each starts at ~10% allocation. A stock that triples grows to ~25% while others stay flat. Gemini would trim it back to 10% daily. Vega lets it ride.

Important Disclaimer

All performance figures are based on historical backtesting and are hypothetical. Past performance does not guarantee future results. The no-rebalance approach can lead to concentrated positions and higher drawdowns than Gemini. The backtest assumes perfect execution at open prices with no slippage. Real-world trading will differ. This is educational content, not investment advice.