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Persistent Systems Ltd
₹5,580.00
ARIMA and XGBoost projections trained on data through 14 Aug 2026. Statistical extrapolation for academic purposes, not investment advice.
| Model | MAPE | RMSE | Skill |
|---|---|---|---|
| ARIMAorder=(0, 1, 0) | 1.44% | 93.76 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.56% | 103.22 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹5,580.00+0.00% vs last close₹5,338.93 – ₹5,831.95 | ₹5,581.90+0.03% vs last close |
| 18 Aug 2026 | ₹5,580.00+0.00% vs last close₹5,242.15 – ₹5,939.62 | ₹5,582.84+0.05% vs last close |
| 19 Aug 2026 | ₹5,580.00+0.00% vs last close₹5,169.08 – ₹6,023.58 | ₹5,571.63-0.15% vs last close |
| 20 Aug 2026 | ₹5,580.00+0.00% vs last close₹5,108.28 – ₹6,095.28 | ₹5,565.47-0.26% vs last close |
| 21 Aug 2026 | ₹5,580.00+0.00% vs last close₹5,055.30 – ₹6,159.16 | ₹5,547.61-0.58% vs last close |
These are statistical extrapolations of past prices produced by ARIMA and XGBoost models, shown for academic purposes. Metrics come from a walk-forward backtest on data the models were not trained on.
MAPE is mean absolute percentage error and RMSE is root mean squared error, both lower-is-better. Direction is how often the predicted up/down move matched reality, where 50% is a coin flip. The random walk column predicts that tomorrow equals today; a model that does not beat it carries no predictive information.
Nothing here is investment advice or a recommendation to buy, sell or hold any security. Past price behaviour does not determine future returns.
Open
₹5,549.00
High
₹5,618.50
Low
₹5,447.00
Close
₹5,580.00
Volume
6,33,514
Daily Return
+1.03%
7-Day MA
₹5,503.07
20-Day MA
₹5,398.95
Volatility
24.02%
52-Week High
₹6,552.65
52-Week Low
₹4,229.81
Avg Volume
6,61,901
Recent headlines mentioning Persistent Systems Ltd. Each link opens on the publisher's own site.
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CNBC TV18 · 5d ago
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Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.