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State Bank of India
₹1,067.70
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) | 1.04% | 13.54 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.13% | 14.28 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹1,067.70+0.00% vs last close₹1,038.76 – ₹1,097.44 | ₹1,069.78+0.19% vs last close |
| 18 Aug 2026 | ₹1,067.70+0.00% vs last close₹1,027.01 – ₹1,110.01 | ₹1,072.69+0.47% vs last close |
| 19 Aug 2026 | ₹1,067.70+0.00% vs last close₹1,018.08 – ₹1,119.74 | ₹1,068.03+0.03% vs last close |
| 20 Aug 2026 | ₹1,067.70+0.00% vs last close₹1,010.61 – ₹1,128.02 | ₹1,065.94-0.16% vs last close |
| 21 Aug 2026 | ₹1,067.70+0.00% vs last close₹1,004.07 – ₹1,135.36 | ₹1,066.46-0.12% 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
₹1,082.00
High
₹1,082.00
Low
₹1,065.10
Close
₹1,067.70
Volume
62,73,501
Daily Return
-1.41%
7-Day MA
₹1,078.84
20-Day MA
₹1,047.59
Volatility
21.61%
52-Week High
₹1,212.84
52-Week Low
₹856.66
Avg Volume
1,30,40,474
Recent headlines mentioning State Bank of India. Each link opens on the publisher's own site.
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Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.