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Infosys Ltd
₹1,169.20
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) | 1.42% | 20.55 | Beats random walk |
| XGBoostn_estimators=200,max_depth=3,lr=0.03,subsample=0.8 | 1.42% | 21.08 | No better than random walk |
| Target date | ARIMA | XGBoost |
|---|---|---|
| 17 Aug 2026 | ₹1,169.20+0.00% vs last close₹1,130.38 – ₹1,209.35 | ₹1,163.40-0.50% vs last close |
| 18 Aug 2026 | ₹1,169.20+0.00% vs last close₹1,114.68 – ₹1,226.39 | ₹1,160.85-0.71% vs last close |
| 19 Aug 2026 | ₹1,169.20+0.00% vs last close₹1,102.78 – ₹1,239.62 | ₹1,169.05-0.01% vs last close |
| 20 Aug 2026 | ₹1,169.20+0.00% vs last close₹1,092.85 – ₹1,250.89 | ₹1,172.97+0.32% vs last close |
| 21 Aug 2026 | ₹1,169.20+0.00% vs last close₹1,084.17 – ₹1,260.90 | ₹1,178.01+0.75% 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
₹1,170.40
High
₹1,174.10
Low
₹1,158.90
Close
₹1,169.20
Volume
58,44,763
Daily Return
-0.49%
7-Day MA
₹1,176.30
20-Day MA
₹1,134.11
Volatility
31.34%
52-Week High
₹1,691.40
52-Week Low
₹982.40
Avg Volume
1,18,86,674
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Data source: Yahoo Finance via yfinance. Last recorded date: 14 Aug 2026. Historical data points: 22 records.