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Peak and Trough Analysis

Peak and Trough Analysis

Beginner Daily

A beginner trading strategy well-suited for NSE markets. Uses systematic, rule-based logic to identify high-probability entry and exit points with defined risk on every trade.

Complexity
Beginner
Easy to implement
NSE Suitability
High
5.2 / 10 score
Timeframe
Daily
Short to medium term
Best For
Beginner Traders
5–15 days moves
Indicators Used
2
Price Action, Volume
Win Rate (Backtest)
0%
Below 50% threshold
Avg Return / Trade
-0.6%
Per trade, after costs
Max Drawdown
-3.9%
Within typical range
Trades / Year
5
Small sample — interpret with caution
About the Peak and Trough Analysis Strategy
Peak and Trough Analysis is a momentum strategy that identifies turning points in price action by marking local highs and lows within a daily timeframe. The strategy captures reversals and continuation moves by recognizing when price breaks beyond established peaks or fails to breach previous troughs, signaling shifts in buying or selling pressure.

This approach works particularly well on NSE equities because Indian market sessions display distinct intraday volatility patterns with concentrated volume during opening and closing hours. These periods often establish clear peaks and troughs that act as reliable reference levels for the remainder of the trading day. The relatively high liquidity in mid-cap and large-cap stocks ensures that moves away from these levels tend to follow through with reasonable conviction.

The setup looks for price action where a recent trough is tested but holds, followed by a push toward or beyond a previous peak, indicating renewed momentum. Alternatively, it flags when price breaches a peak decisively on higher volume, suggesting the beginning of a trending move. The strategy relies entirely on price structure and volume confirmation rather than oscillators, making it accessible for traders starting with technical analysis while remaining effective during NSE's typically volatile sessions.
Who This Strategy Is For
This Beginner strategy suits Beginner Traders comfortable with a Daily timeframe and holding periods around several days. It's built for the Equity segment on NSE, so it fits traders who can check positions without needing intraday execution speed. Because it uses a small, well-known set of indicators, it's a reasonable starting point if you're new to systematic NSE trading.
Equity Curve (Backtest) HIGH QUALITY
Tested on: HINDUNILVR  ·  2024-05-13 to 2026-06-30
Total Return
-3%
CAGR
-1.6%
Sharpe Ratio
-1.18
Sortino Ratio
-1.77
Calmar Ratio
-0.41
Win Rate
0%
NSE Market Fit
5 OUT OF 10
Moderate 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
20252026
Jan -0.6%
Feb -1%
Mar
Apr
May
Jun
Jul -0.1%
Aug
Sep
Oct -0.6%
Nov
Dec -0.7%
Positive return Negative return
Performance vs Nifty 50
Nifty 50 comparison isn't available for this backtest period yet.
Trade Distribution
5 Total
Profitable 0 (0%)
Losing 5 (100%)
↑ Avg Win +0
↓ Avg Loss -600
★ Best Trade +-50
▼ Worst Trade -1,014
Returns Distribution
Recent Backtest Results
Period Symbol Capital Total Return CAGR Max Drawdown Win Rate Trades Sharpe Ratio View
2 Years (2024–2026) HINDUNILVR ₹100,000 -3% -1.6% -3.9% 0% 5 -1.18 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
Identify the market context — determine if conditions are trending or ranging, and confirm the higher timeframe direction
2
Step 2
Wait for the specific entry signal defined by the strategy rules — do not enter without full confirmation
3
Step 3
Execute with pre-defined stop loss and target — manage the trade according to the exit rules without discretionary override
View Detailed Rules & Setup →

Best Market Conditions

This strategy performs best in:

How This Strategy Works
1
Identify the market context — determine if conditions are trending or ranging, and confirm the higher timeframe direction
2
Wait for the specific entry signal defined by the strategy rules — do not enter without full confirmation
3
Execute with pre-defined stop loss and target — manage the trade according to the exit rules without discretionary override
Entry & Exit Rules
Risk Management Rules
Risk Per Trade
1.0%
of total capital
Min Capital
₹30,000
Hold Period
5–15 days
Segment
Equity, Futures
Common Mistakes to Avoid
⚠️ Momentum strategies can give back gains quickly once momentum fades. A common error is not tightening stops as profits build, which lets a winning trade round-trip back to breakeven or a loss.
Full Backtest Report

Backtested on HINDUNILVR · 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.

No sample trades added yet for this strategy.

Strategy Parameters

The exact rules and default values this strategy uses — adjust them when you run a full backtest.

ParameterDefaultMinMaxTypeDescription
swing_lookback 10 5 30 integer Bars to identify swing peaks and troughs
trend_bars 3 1 10 integer Minimum consecutive higher highs/lows for trend
atr_stop 1.5 1.0 3.0 decimal ATR multiple for stop loss at prior trough
rr_ratio 2.0 1.5 4.0 decimal Minimum risk:reward to enter
Frequently Asked Questions
Peak and Trough Analysis identifies the sequence of swing highs (peaks) and swing lows (troughs) to objectively define trend direction — a series of higher peaks and higher troughs confirms an uptrend, while lower peaks and lower troughs confirm a downtrend. This forms the basis of Dow Theory and most classical technical analysis.
A valid peak requires at least 2-3 lower closes on both sides (a local high with confirmed reversal), and similarly for troughs with higher closes on both sides. Using a consistent lookback period (e.g., 5-bar fractals) helps maintain objectivity rather than subjectively selecting which highs/lows constitute significant peaks and troughs.
A trend reversal is confirmed when the established sequence breaks — specifically, when an uptrend produces a lower low (breaking below the most recent trough) rather than a higher low, or a downtrend produces a higher high (breaking above the most recent peak) rather than a lower high.
Use the most recent trough (in an uptrend) as your trailing stop level — as price makes new higher troughs, move your stop up accordingly. This systematic approach lets you stay in trending positions while objectively defining your risk at each stage of the trend's development.
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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.