Persistent Systems Ltd. (PERSISTENT)

Date Range: 2026-03-22 to 2026-06-22 | Starting Capital: ₹100,000

Symbol-Specific Risk & Execution Parameters

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

Executive Summary

Summary table for PERSISTENT Report
Attribute Value
Rating AVOID
Conviction Score 32/100
Trend Neutral / Bearish
Sector Rank 11/19
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 PERSISTENT under institutional execution assumptions:

Summary table for PERSISTENT Report
Metric Out-of-Sample (OOS) Backtest Performance
Validation Date Range 2026-03-22 to 2026-06-22
Total Signals Executed 3 trades
Historical Win Rate 100.0% (3W / 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 ₹1,380.33/trade
Profit Factor / Sortino Ratio ∞ / ∞
Maximum Backtest Drawdown 0.0%
Net Strategy Return +4.14%
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 -0.051) with consistent historical expectancy and zero options friction.

Expected Value (EV) Payoff Matrix:
Summary table for PERSISTENT Report
Strategy Expected Value (EV) Capital (Margin) Expected Return on Margin Risk EV / Risk
Iron Condor ₹827.15 ₹12,151.25 6.8% ₹281.43 2.939
Bear Call Spread ₹2163.69 ₹18,226.88 11.9% ₹2829.47 0.765
Futures ₹-358.97 ₹91,134.38 -0.4% ₹30471.08 -0.012
Cash Equity ₹-1498.15 ₹607,562.50 -0.2% ₹29358.86 -0.051
Synthetic Future ₹-10971.46 ₹91,134.38 -12.0% ₹24342.50 -0.451
Protective Put ₹-10975.64 ₹619,713.75 -1.8% ₹24342.50 -0.451
Calendar Spread ₹-11015.64 ₹18,226.88 -60.4% ₹24382.50 -0.452
Ratio Spread ₹-11015.64 ₹60,756.25 -18.1% ₹24382.50 -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 PERSISTENT 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)

<div style="color: #64748b; font-style: italic;" class="low-reliability-block">

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Positional (Hold Overnight)

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

Performance Comparison: Buy & Hold outperformed Trading by ₹511.93 (steady long-term appreciation beat friction/filtering rules under the simulated period).

Signal Frequency Breakdown:

Portfolio Statistics (Combined)

Summary table for PERSISTENT Report
Metric Value
Starting Capital ₹100,000
Ending Capital ₹104,140.98
Net Return + ₹4,140.98 (+4.14%)
Max Drawdown ₹0.00 (0.0%)
Profit Factor
Sortino Ratio
Expectancy ₹1,380.33/trade
Total Trades 3
Win Rate 100.0% (3W / 0L, n=3)
Avg Win ₹1,380.33
Avg Loss ₹0.00
Largest Win ₹1,595.22
Largest Loss ₹0.00

Advanced Statistical Inference

Summary table for PERSISTENT Report
Metric Value
Avg Max Adverse Excursion (MAE) 0.31 ATR (0.15%)
Avg Max Favorable Excursion (MFE) 2.52 ATR (1.06%)
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 0.014 (Statistically Significant)

Performance by Setup (Cash Equity)

Summary table for PERSISTENT 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;">Volume Capitulation Reversal</span> <span style="color: #64748b; font-style: italic;">3</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: 3 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+1.71R</span> <span style="color: #64748b; font-style: italic;">Insufficient Data (n < 5)</span> <span style="color: #64748b; font-style: italic;">+ ₹4,140.98</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;">₹104,140.98</span>

Strategy Backtest Performance Matrix (Futures & Options)

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

Summary table for PERSISTENT 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;">3</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: 3 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹4,140.98</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;">₹32,437.07</span> <span style="color: #64748b; font-style: italic;">12.8%</span>
<span style="color: #64748b; font-style: italic;">Futures (Intraday)</span> <span style="color: #64748b; font-style: italic;">3</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: 3 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹16,895.37</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;">₹92,075.00</span> <span style="color: #64748b; font-style: italic;">18.3%</span>
<span style="color: #64748b; font-style: italic;">Long ATM Put (Intraday)</span> <span style="color: #64748b; font-style: italic;">3</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: 3 trades">Exploratory</span> <span style="color: #64748b; font-style: italic;">+ ₹8,428.69</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;">₹29,074.71</span> <span style="color: #64748b; font-style: italic;">29.0%</span>
For granular trade logs, see PERSISTENT_signals.csv in this folder.