HDB Financial Services Ltd. (HDBFS)

Date Range: 2026-03-23 to 2026-06-23 | Starting Capital: ₹100,000

Symbol-Specific Risk & Execution Parameters

These execution parameters have been optimized specifically for HDBFS based on historical volatility, structural character, and friction constraints:

[!WARNING]
Offline Daily Macro Data Missing: The macro and multi-horizon outlook sections were omitted because local daily price data was not found.

Executive Summary

Summary table for HDBFS Report
Attribute Value
Rating AVOID
Conviction Score 36/100
Trend Neutral
Sector Rank 15/19
Suitable Horizon Not recommended
Action Wait for a higher-quality setup. Avoid fresh capital allocation.

Model Backtest & Validation Summary

To validate the conviction score recommendations, the system ran historical simulation backtests for HDBFS under institutional execution assumptions:

Summary table for HDBFS Report
Metric Out-of-Sample (OOS) Backtest Performance
Validation Date Range 2026-03-23 to 2026-06-23
Total Signals Executed 4 trades
Historical Win Rate 100.0% (4W / 0L) <span style="font-size: 0.8rem; padding: 2px 6px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 6px;" aria-label="Low reliability: fewer than 10 trades">Exploratory</span>
Average Trade Expectancy ₹1,592.87/trade
Profit Factor / Sortino Ratio ∞ / ∞
Maximum Backtest Drawdown 0.0%
Net Strategy Return +6.37%
Cost & Slippage Assumptions 0.16% round-trip trading friction (0.05% slippage, 0.03% commission, taxes)
Execution Sizing Rules ₹1,000 risk target per trade, ATR-based stop sizing (max 1.5% cap)
Validation Methodology Out-of-Sample (OOS) Walk-Forward Validated Parameters

What Changed Since Previous Report?


Actionable Trading Guidance

Direct Stock Setup Outlook

No active intraday setup detected for the next session.

⌥ Options Strategy Recommendation

Recommended Vehicle: Cash Equity

Reason: Highest risk-adjusted return (EV/Risk Ratio of -0.069) with consistent historical expectancy and zero options friction.

Expected Value (EV) Payoff Matrix:
Summary table for HDBFS Report
Strategy Expected Value (EV) Capital (Margin) Expected Return on Margin Risk EV / Risk
Iron Condor ₹713.96 ₹11,680.00 6.1% ₹261.35 2.732
Bull Put Spread ₹2052.93 ₹17,520.00 11.7% ₹2982.15 0.688
Futures ₹-347.50 ₹87,600.00 -0.4% ₹19803.27 -0.018
Cash Equity ₹-1442.50 ₹584,000.00 -0.2% ₹20881.24 -0.069
Synthetic Future ₹-10550.78 ₹87,600.00 -12.0% ₹23400.00 -0.451
Covered Call ₹-10554.79 ₹584,000.00 -1.8% ₹23400.00 -0.451
Calendar Spread ₹-10594.79 ₹17,520.00 -60.5% ₹23440.00 -0.452
Ratio Spread ₹-10594.79 ₹58,400.00 -18.1% ₹23440.00 -0.452

Systematic Execution Plan (Generic Framework)


Expected Outcomes & Suitability

Expected 1 Month Outcome

Expected Return Range

Portfolio Suitability

Suitable For:

Not Suitable For:


Sector & Regime Context

Conviction Score Breakdown:

Conviction Rating System Matrix:

Summary table for HDBFS Report
Score Range Meaning
90 - 100 Strong Buy
75 - 89 Buy
60 - 74 Watchlist
40 - 59 Neutral
Below 40 Avoid

Fundamental Analysis & Annual Guidance


Historical & Simulation Evidence

Direct Stock Performance (Cash Equity)

Intraday (Close at 15:20)

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Positional (Hold Overnight)

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Buy & Hold Benchmark Performance (Buy on Day 1, Hold to End)

Performance Comparison: Buy & Hold outperformed Trading by ₹15,061.60 (steady long-term appreciation beat friction/filtering rules under the simulated period).

Signal Frequency Breakdown:

Portfolio Statistics (Combined)

Summary table for HDBFS Report
Metric Value
Starting Capital ₹100,000
Ending Capital ₹106,371.50
Net Return + ₹6,371.50 (+6.37%)
Max Drawdown ₹0.00 (0.0%)
Profit Factor
Sortino Ratio
Expectancy ₹1,592.87/trade
Total Trades 4
Win Rate 100.0% (4W / 0L, n=4)
Avg Win ₹1,592.87
Avg Loss ₹0.00
Largest Win ₹1,601.12
Largest Loss ₹0.00

Advanced Statistical Inference

Summary table for HDBFS Report
Metric Value
Avg Max Adverse Excursion (MAE) 0.24 ATR (0.09%)
Avg Max Favorable Excursion (MFE) 3.35 ATR (1.42%)
Monte Carlo Median Max DD ₹0.00
Monte Carlo 95% Drawdown (VaR) ₹0.00
Monte Carlo 99% Drawdown (VaR) ₹0.00
MC DD Ruin Probability (> Actual) 0.0%
Bootstrap Entry Edge Significance 0.006 (Extremely Significant)

Performance by Setup (Cash Equity)

Summary table for HDBFS Report
Setup Type Trades Win Rate Expectancy (R) 95% Confidence Interval Net PnL Max DD Profit Factor Ending Cash
<span style="color: #64748b; font-style: italic;">ORB</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+1.92R</span> <span style="color: #64748b; font-style: italic;">Insufficient Data (n < 5)</span> <span style="color: #64748b; font-style: italic;">+ ₹3,202.25</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹103,202.25</span>
<span style="color: #64748b; font-style: italic;">RS Leadership Breakout</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+1.91R</span> <span style="color: #64748b; font-style: italic;">Insufficient Data (n < 5)</span> <span style="color: #64748b; font-style: italic;">+ ₹3,169.25</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹103,169.25</span>

Strategy Backtest Performance Matrix (Futures & Options)

Historical performance of all candidate derivative, leverage, and hedged strategies over the same setups:

Summary table for HDBFS Report
Strategy Trades Win Rate Net Return (PnL) Max DD Profit Factor Sortino Avg Margin Capital Efficiency
<span style="color: #64748b; font-style: italic;">Cash Equity (Intraday)</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹3,185.75</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹31,126.89</span> <span style="color: #64748b; font-style: italic;">10.2%</span>
<span style="color: #64748b; font-style: italic;">Cash Equity (Positional)</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹3,185.75</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹155,634.43</span> <span style="color: #64748b; font-style: italic;">2.0%</span>
<span style="color: #64748b; font-style: italic;">Futures (Intraday)</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹13,010.25</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹90,692.63</span> <span style="color: #64748b; font-style: italic;">14.3%</span>
<span style="color: #64748b; font-style: italic;">Futures (Positional)</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹13,010.25</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹90,692.63</span> <span style="color: #64748b; font-style: italic;">14.3%</span>
<span style="color: #64748b; font-style: italic;">Long ATM Call (Intraday)</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹7,451.61</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹25,318.53</span> <span style="color: #64748b; font-style: italic;">29.4%</span>
<span style="color: #64748b; font-style: italic;">Long ATM Call (Positional)</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹7,451.61</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹25,318.53</span> <span style="color: #64748b; font-style: italic;">29.4%</span>
<span style="color: #64748b; font-style: italic;">Long OTM Call</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹6,629.55</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹21,009.79</span> <span style="color: #64748b; font-style: italic;">31.6%</span>
<span style="color: #64748b; font-style: italic;">Bull Call Spread</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹662.33</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹4,308.74</span> <span style="color: #64748b; font-style: italic;">15.4%</span>
<span style="color: #64748b; font-style: italic;">Bull Put Spread</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">100.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹691.56</span> <span style="color: #64748b; font-style: italic;">₹0.00 (0.0%)</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">∞</span> <span style="color: #64748b; font-style: italic;">₹18,138.53</span> <span style="color: #64748b; font-style: italic;">3.8%</span>
<span style="color: #64748b; font-style: italic;">Iron Condor</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">0.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">- ₹-327.37</span> <span style="color: #64748b; font-style: italic;">₹327.37 (0.3%)</span> <span style="color: #64748b; font-style: italic;">0.00</span> <span style="color: #64748b; font-style: italic;">-1.00</span> <span style="color: #64748b; font-style: italic;">₹12,092.35</span> <span style="color: #64748b; font-style: italic;">-2.7%</span>
<span style="color: #64748b; font-style: italic;">Calendar Spread</span> <span style="color: #64748b; font-style: italic;">2</span> <span style="color: #64748b; font-style: italic;">0.0%</span> <span style="font-size: 0.72rem; padding: 2px 4px; border-radius: 4px; background-color: #ef444420; color: #ef4444; font-weight: bold; margin-left: 4px;" aria-label="Exploratory reliability: 2 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">- ₹-385.38</span> <span style="color: #64748b; font-style: italic;">₹385.38 (0.4%)</span> <span style="color: #64748b; font-style: italic;">0.00</span> <span style="color: #64748b; font-style: italic;">-1.00</span> <span style="color: #64748b; font-style: italic;">₹18,138.53</span> <span style="color: #64748b; font-style: italic;">-2.1%</span>
For granular trade logs, see HDBFS_signals.csv in this folder.