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Bajaj Finance Ltd
₹1,087.00
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) | 1.51% | 24.86 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.60% | 24.33 | Beats random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹1,087.00+0.00% vs last close₹1,049.52 – ₹1,125.82 | ₹1,076.96-0.92% vs last close |
| 18 Aug 2026 | ₹1,087.00+0.00% vs last close₹1,034.37 – ₹1,142.31 | ₹1,085.92-0.10% vs last close |
| 19 Aug 2026 | ₹1,087.00+0.00% vs last close₹1,022.90 – ₹1,155.12 | ₹1,082.31-0.43% vs last close |
| 20 Aug 2026 | ₹1,087.00+0.00% vs last close₹1,013.32 – ₹1,166.03 | ₹1,084.00-0.28% vs last close |
| 21 Aug 2026 | ₹1,087.00+0.00% vs last close₹1,004.96 – ₹1,175.73 | ₹1,085.88-0.10% 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
₹1,090.80
High
₹1,098.50
Low
₹1,085.20
Close
₹1,087.00
Volume
42,25,781
Daily Return
-0.35%
7-Day MA
₹1,098.61
20-Day MA
₹1,087.15
Volatility
42.56%
52-Week High
₹1,176.40
52-Week Low
₹783.09
Avg Volume
85,19,650
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Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.