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VWAP Mean Reversion

VWAP Mean Reversion

Intermediate ★ Very High NSE Fit Daily 9/10 Popularity

Uses the Volume Weighted Average Price as a dynamic support and resistance level. Extremely well-suited for NSE intraday trading — VWAP is the most widely watched institutional reference level on Indian markets.

Complexity
Intermediate
Easy to implement
NSE Suitability
Very High
9.2 / 10 score
Timeframe
Daily
Short to medium term
Best For
Swing & Positional Traders
Intraday moves
Indicators Used
2
RSI, VWAP
Win Rate (Backtest)
0%
Below 50% threshold
Avg Return / Trade
+0%
Per trade, after costs
Max Drawdown
-0%
Within typical range
Trades / Year
0
Small sample — interpret with caution
About the VWAP Mean Reversion Strategy
VWAP Mean Reversion exploits the tendency of intraday prices to deviate from volume-weighted average price and snap back during the trading session. The strategy captures reversals by identifying oversold or overbought conditions using RSI while anchoring entries and exits to VWAP as a dynamic support or resistance level.

On the NSE, this approach works well because equity and futures segments see distinct intraday volatility patterns driven by opening gaps and institutional participation flows. Indian equities typically establish clear VWAP anchors in the first 30–45 minutes, after which mean reversion setups become more reliable. The strategy benefits from NSE's liquid large-cap and mid-cap universe, where volume concentration allows traders to execute multiple round-trip trades within a single session.

The typical setup occurs when price pulls back below VWAP while RSI drops into oversold territory, signaling potential reversal. Conversely, when price rallies above VWAP on inflated RSI readings, shorts are considered near resistance. Trade duration is usually measured in minutes to a few hours, making it suitable for active intraday traders and day-trading futures positions where margin efficiency matters.
Who This Strategy Is For
This Intermediate strategy suits Swing & Positional Traders comfortable with a Daily timeframe and holding periods around Intraday. It's built for the Equity Intraday, Futures segment on NSE, so it fits traders who can check positions without needing intraday execution speed.
Equity Curve (Backtest) HIGH QUALITY
Tested on: SBILIFE  ·  2024-05-13 to 2026-06-30
Total Return
+0%
CAGR
0%
Sharpe Ratio
0
Sortino Ratio
0
Calmar Ratio
—
Win Rate
0%
NSE Market Fit
9 OUT OF 10
Very High Fit
This strategy is well-suited for current NSE market conditions.
Win rate quality Needs Caution
Risk-adjusted return Needs Caution
Drawdown control Excellent
Trade frequency (sample size) Needs Caution
Sharpe ratio Needs Caution
Monthly Returns Heatmap
2026
Jan —
Feb —
Mar —
Apr —
May —
Jun —
Jul —
Aug —
Sep —
Oct —
Nov —
Dec —
Positive return Negative return
Performance vs Nifty 50
Nifty 50 comparison isn't available for this backtest period yet.
Trade Distribution
0 Total
Profitable 0 (0%)
Losing 0 (0%)
↑ Avg Win +0
↓ Avg Loss 0
★ Best Trade +0
▼ Worst Trade 0
Returns Distribution
Recent Backtest Results
Period Symbol Capital Total Return CAGR Max Drawdown Win Rate Trades Sharpe Ratio View
2 Years (2024–2026) SBILIFE ₹100,000 +0% 0% -0% 0% 0 0 View
💡 Tip: Backtest on more data to increase confidence. Our users get best results with 3+ years of backtesting. Run Extended Backtest
How It Works (Quick Overview)
1
Step 1
Mark the VWAP on the intraday chart — this resets at 9:15 AM every NSE session
2
Step 2
Wait for price to pull back to VWAP from above (bullish) or below (bearish) with a rejection candle
3
Step 3
Enter in the direction of the prevailing trend — stop just beyond VWAP, target the day high or previous resistance
View Detailed Rules & Setup →

Best Market Conditions

This strategy performs best in:

Price stretched 2+ standard deviations from VWAP
Sideways or range-bound session
High VIX but no clear trend direction
Price shows exhaustion candle at deviation band
Index in balance — no strong trend day
How This Strategy Works
1
Mark the VWAP on the intraday chart — this resets at 9:15 AM every NSE session
2
Wait for price to pull back to VWAP from above (bullish) or below (bearish) with a rejection candle
3
Enter in the direction of the prevailing trend — stop just beyond VWAP, target the day high or previous resistance
Entry & Exit Rules
✓ Entry Conditions
Price stretched 2+ standard deviations from VWAP
Sideways or range-bound session
High VIX but no clear trend direction
Price shows exhaustion candle at deviation band
Index in balance — no strong trend day
✕ Avoid When
Strong trending day — VWAP acts as support not resistance
Post major news catalyst
When price breaks all deviation bands without reversal
First 30 minutes of session
Trending F&O expiry weeks
Risk Management Rules
Risk Per Trade
0.8%
of total capital
Min Capital
₹50,000
Hold Period
Intraday
Segment
Equity Intraday, Futures
Common Mistakes to Avoid
⚠️ VWAP-based entries can look very different on low-liquidity stocks versus index majors — applying this strategy on illiquid names tends to produce misleading backtest results that don't hold up in live slippage conditions.
Full Backtest Report

Backtested on SBILIFE · 2024-05-13 to 2026-06-30 · Capital ₹100,000

Equity Curve

Live tracking coming soon

We're building forward-tested, paper-trade tracking for this strategy so you can see how it performs on live NSE data — not just historical backtests. Check back soon.

Sample Trade Walkthrough
INFY 2024-01-22 · Long
WIN
Entry ₹
₹1,542.00
Stop Loss ₹
₹1,510.00
Target ₹
₹1,590.00
Exit ₹
₹1,588.00
Infosys sold off sharply in the morning session pushing to 2.1 standard deviations below VWAP (₹1,510 area). An exhaustion doji formed at the -2σ band. Entered at ₹1,542 expecting reversion to VWAP. Stock recovered steadily through the afternoon, closing near the session VWAP at ₹1,588.
Strategy Parameters
ParameterDefaultMinMaxTypeDescription
vwap_period Daily select VWAP period
deviation_entry 2.0 1.0 4.0 decimal Enter when price is N std devs from VWAP
deviation_exit 0.5 0.0 2.0 decimal Exit when price returns to N std devs from VWAP
atr_mult 1.5 0.5 3.0 decimal Stop = ATR × multiplier
Frequently Asked Questions
VWAP Mean Reversion enters when price has moved significantly away from VWAP (2SD+) and shows initial reversal signals, targeting return to VWAP as the exit. VWAP Bounce trading enters when price returns to VWAP (near zero deviation) and shows rejection, targeting a move away from VWAP. Both use VWAP but from opposite perspectives.
The primary target for a VWAP mean reversion trade is VWAP itself. Secondary targets can be set at each standard deviation band between entry and VWAP (e.g., if entering at 2SD, book 50% at 1SD and trail remainder to VWAP). The expected reversion distance depends on current volatility and can be estimated from historical VWAP deviation patterns for that instrument.
Mid-session (10:30 AM-1:00 PM) provides the best VWAP mean reversion opportunities on NSE, as this period typically shows declining momentum from morning trends, allowing mean reversion to VWAP to occur more reliably. Late session (after 2:30 PM) mean reversion attempts can fail as institutional closing flows create directional momentum that overwhelms reversion tendencies.
A steeply sloping VWAP (rising or falling quickly) indicates strong directional trend — mean reversion against this slope is higher risk as the trend force is working against the reversion. A flat or gently sloping VWAP indicates equilibrium conditions more favorable for mean reversion. Only trade VWAP mean reversion against a VWAP that is clearly not in a steep directional slope.
Related Strategies

Looking for alternatives? Anchored VWAP is a similar Intermediate strategy in the same VWAP category, with Very High NSE suitability.

Anchored VWAP
Intermediate · Daily
VWAP Bounce
Intermediate · Daily
VWAP Crossover
Intermediate · Daily
VWAP Deviation Strategy
Intermediate · Daily
VWAP Reclaim
Intermediate · Daily

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SEBI Compliance Disclaimer

MomentumIQ is an educational platform for strategy research and backtesting. We do not provide investment advice, recommendations, or tips. All backtest results are hypothetical, based on historical data, and for educational purposes only. Past performance is not indicative of future results. Backtested results may not account for brokerage, slippage, taxes, or other real-world costs. Please consult a SEBI-registered investment advisor before making any investment decisions.