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Bharti Airtel Ltd
₹1,992.10
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) | 0.91% | 22.76 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 0.92% | 23.83 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹1,992.10+0.00% vs last close₹1,942.02 – ₹2,043.47 | ₹1,993.58+0.07% vs last close |
| 18 Aug 2026 | ₹1,992.10+0.00% vs last close₹1,921.65 – ₹2,065.14 | ₹1,991.10-0.05% vs last close |
| 19 Aug 2026 | ₹1,992.10+0.00% vs last close₹1,906.16 – ₹2,081.92 | ₹1,991.23-0.04% vs last close |
| 20 Aug 2026 | ₹1,992.10+0.00% vs last close₹1,893.20 – ₹2,096.17 | ₹1,988.81-0.17% vs last close |
| 21 Aug 2026 | ₹1,992.10+0.00% vs last close₹1,881.85 – ₹2,108.80 | ₹1,980.41-0.59% 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
₹1,939.10
High
₹2,005.80
Low
₹1,932.00
Close
₹1,992.10
Volume
1,22,82,580
Daily Return
+2.73%
7-Day MA
₹1,948.90
20-Day MA
₹1,940.86
Volatility
18.33%
52-Week High
₹2,147.47
52-Week Low
₹1,718.87
Avg Volume
79,58,161
Recent headlines mentioning Bharti Airtel Ltd. 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.