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Tata Motors Passenger Vehicles Ltd
₹334.50
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) | 1.23% | 5.36 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.36% | 5.86 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹334.50+0.00% vs last close₹315.44 – ₹354.72 | ₹333.36-0.34% vs last close |
| 18 Aug 2026 | ₹334.50+0.00% vs last close₹307.86 – ₹363.44 | ₹331.19-0.99% vs last close |
| 19 Aug 2026 | ₹334.50+0.00% vs last close₹302.17 – ₹370.28 | ₹329.10-1.61% vs last close |
| 20 Aug 2026 | ₹334.50+0.00% vs last close₹297.46 – ₹376.15 | ₹328.06-1.93% vs last close |
| 21 Aug 2026 | ₹334.50+0.00% vs last close₹293.37 – ₹381.40 | ₹327.44-2.11% 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
₹329.00
High
₹337.75
Low
₹329.00
Close
₹334.50
Volume
3,19,33,028
Daily Return
-4.32%
7-Day MA
₹344.88
20-Day MA
₹338.18
Volatility
25.46%
52-Week High
₹418.08
52-Week Low
₹291.88
Avg Volume
1,14,55,295
Recent headlines mentioning Tata Motors Passenger Vehicles Ltd. Each link opens on the publisher's own site.
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Business Standard · 2d ago
Tata Motors, Stellantis sign deal to develop vehicles for 50-plus global markets
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Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.