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Kotak Mahindra Bank Ltd
₹391.15
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) | 1.03% | 5.61 | No better than random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.07% | 5.87 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹391.15+0.00% vs last close₹380.63 – ₹401.96 | ₹391.68+0.14% vs last close |
| 18 Aug 2026 | ₹391.15+0.00% vs last close₹376.36 – ₹406.53 | ₹395.60+1.14% vs last close |
| 19 Aug 2026 | ₹391.15+0.00% vs last close₹373.11 – ₹410.06 | ₹395.98+1.23% vs last close |
| 20 Aug 2026 | ₹391.15+0.00% vs last close₹370.39 – ₹413.07 | ₹396.00+1.24% vs last close |
| 21 Aug 2026 | ₹391.15+0.00% vs last close₹368.02 – ₹415.74 | ₹396.42+1.35% 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
₹393.10
High
₹394.35
Low
₹389.85
Close
₹391.15
Volume
95,19,332
Daily Return
-0.32%
7-Day MA
₹392.17
20-Day MA
₹389.89
Volatility
14.89%
52-Week High
₹452.42
52-Week Low
₹344.90
Avg Volume
1,63,52,719
Recent headlines mentioning Kotak Mahindra Bank Ltd. Each link opens on the publisher's own site.
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Kotak Mahindra Bank falls Thursday, outperforms competitors
MarketWatch · 6d ago
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Kotak Mahindra Bank climbs Wednesday, outperforms competitors
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HDFC Sky · 7d ago
Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.