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Tata Consumer Products Ltd
₹1,079.50
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% | 16.46 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.27% | 16.51 | Beats random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹1,079.50+0.00% vs last close₹1,048.80 – ₹1,111.10 | ₹1,085.62+0.57% vs last close |
| 18 Aug 2026 | ₹1,079.50+0.00% vs last close₹1,036.34 – ₹1,124.46 | ₹1,079.00-0.05% vs last close |
| 19 Aug 2026 | ₹1,079.50+0.00% vs last close₹1,026.88 – ₹1,134.81 | ₹1,077.92-0.15% vs last close |
| 20 Aug 2026 | ₹1,079.50+0.00% vs last close₹1,018.97 – ₹1,143.62 | ₹1,080.27+0.07% vs last close |
| 21 Aug 2026 | ₹1,079.50+0.00% vs last close₹1,012.06 – ₹1,151.44 | ₹1,079.72+0.02% 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
₹1,090.50
High
₹1,093.40
Low
₹1,079.50
Close
₹1,079.50
Volume
10,39,725
Daily Return
-1.01%
7-Day MA
₹1,084.41
20-Day MA
₹1,090.80
Volatility
26.28%
52-Week High
₹1,271.94
52-Week Low
₹998.75
Avg Volume
15,57,316
Recent headlines mentioning Tata Consumer Products 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.