Stock Price Prediction Dashboard
Last updated: September 30, 2025 20:39:08 UTC
AAPL Analysis & Predictions
Prediction Date
October 01, 2025
LSTM Prediction
$237.51
XGBoost Prediction
$263.08
Price Predictions vs Actual
Prediction Errors
Model Performance Comparison
Historical Predictions
| Date | LSTM Prediction | XGBoost Prediction | Actual Price | LSTM Error | XGBoost Error |
|---|---|---|---|---|---|
| October 01, 2025 | $237.51 | $263.08 | - | - | - |
| September 30, 2025 | $225.64 | $262.54 | $254.63 | 28.99 | 7.91 |
| September 29, 2025 | $231.92 | $264.82 | $254.43 | 22.51 | 10.39 |
| September 26, 2025 | $235.94 | $263.28 | $255.46 | 19.52 | 7.82 |
| September 25, 2025 | $226.67 | $262.83 | $256.87 | 30.20 | 5.96 |
| September 24, 2025 | $233.36 | $260.58 | $252.31 | 18.95 | 8.27 |
| September 23, 2025 | $231.02 | $258.89 | $254.43 | 23.41 | 4.46 |
| September 22, 2025 | $232.02 | $257.81 | $256.08 | 24.06 | 1.73 |
| September 19, 2025 | $226.92 | $258.44 | $245.50 | 18.58 | 12.94 |
| September 18, 2025 | $217.95 | $258.77 | $237.88 | 19.93 | 20.89 |
| September 17, 2025 | $223.46 | $257.45 | $238.99 | 15.53 | 18.46 |
| September 16, 2025 | $225.84 | $256.99 | $238.15 | 12.31 | 18.84 |
| September 15, 2025 | $218.00 | $255.72 | $236.70 | 18.70 | 19.02 |
| September 12, 2025 | $223.16 | $255.39 | $234.07 | 10.91 | 21.32 |
| September 11, 2025 | $222.48 | $258.09 | $230.03 | 7.55 | 28.06 |
| September 10, 2025 | $227.65 | $259.99 | $226.79 | 0.86 | 33.20 |
| September 09, 2025 | $221.24 | $257.14 | $234.35 | 13.11 | 22.79 |
| September 08, 2025 | $223.33 | $246.48 | $237.88 | 14.55 | 8.60 |
| September 05, 2025 | $220.03 | $237.06 | $239.69 | 19.66 | 2.63 |
| September 04, 2025 | $220.62 | $211.65 | $239.78 | 19.16 | 28.13 |
| September 03, 2025 | $218.27 | $216.90 | $238.47 | 20.20 | 21.57 |
| September 01, 2025 | $228.42 | $216.47 | $229.72 | 1.30 | 13.25 |
| August 29, 2025 | $220.16 | $213.38 | $232.14 | 11.98 | 18.76 |
| August 28, 2025 | $215.57 | $213.29 | $232.56 | 16.99 | 19.27 |
| August 27, 2025 | $218.89 | $211.57 | $230.49 | 11.60 | 18.92 |
| August 26, 2025 | $215.06 | $213.22 | $229.31 | 14.25 | 16.09 |
| August 25, 2025 | $221.46 | $208.25 | $227.16 | 5.70 | 18.91 |
| August 22, 2025 | $221.33 | $209.48 | $227.76 | 6.43 | 18.28 |
| August 21, 2025 | $223.51 | $211.47 | $224.90 | 1.39 | 13.43 |
| August 20, 2025 | $219.77 | $212.69 | $226.01 | 6.24 | 13.32 |
| August 19, 2025 | $210.91 | $210.85 | $230.56 | 19.65 | 19.71 |
| August 18, 2025 | $207.30 | $212.18 | $230.89 | 23.59 | 18.71 |
| August 15, 2025 | $202.02 | $212.96 | $231.59 | 29.57 | 18.63 |
| August 14, 2025 | $211.25 | $213.92 | $232.78 | 21.53 | 18.86 |
| August 13, 2025 | $205.11 | $213.77 | $233.33 | 28.22 | 19.56 |
| August 12, 2025 | $208.94 | $218.44 | $229.65 | 20.71 | 11.21 |
| August 11, 2025 | $196.73 | $214.62 | $227.18 | 30.45 | 12.56 |
| August 08, 2025 | $197.64 | $213.45 | $229.35 | 31.71 | 15.90 |
| August 07, 2025 | $192.53 | $208.14 | $220.03 | 27.50 | 11.89 |
| August 06, 2025 | $197.78 | $207.89 | $213.25 | 15.47 | 5.36 |
| August 05, 2025 | $201.70 | $204.72 | $202.92 | 1.22 | 1.80 |
| August 04, 2025 | $208.32 | $211.49 | $203.35 | 4.97 | 8.14 |
| August 01, 2025 | $209.03 | $210.74 | $202.38 | 6.65 | 8.36 |
| July 31, 2025 | $211.13 | $212.85 | $207.57 | 3.56 | 5.28 |
| July 30, 2025 | $217.42 | $211.35 | $209.05 | 8.37 | 2.30 |
| July 29, 2025 | $211.18 | $212.70 | $211.27 | 0.09 | 1.43 |
| July 28, 2025 | $210.20 | $211.42 | $214.05 | 3.85 | 2.63 |
| July 25, 2025 | $210.51 | $212.81 | $213.88 | 3.37 | 1.07 |
| July 24, 2025 | $209.32 | $210.98 | $213.76 | 4.44 | 2.78 |
| July 23, 2025 | $207.36 | $207.68 | $214.15 | 6.79 | 6.47 |
| July 22, 2025 | $208.25 | $207.71 | $214.40 | 6.15 | 6.69 |
| July 21, 2025 | $220.58 | $206.65 | $212.48 | 8.10 | 5.83 |
| July 18, 2025 | $205.90 | $206.31 | $211.18 | 5.28 | 4.87 |
| July 17, 2025 | $211.46 | $206.24 | $210.02 | 1.44 | 3.78 |
| July 16, 2025 | $205.46 | $206.62 | $210.16 | 4.70 | 3.54 |
| July 15, 2025 | $210.96 | $206.92 | $209.11 | 1.85 | 2.19 |
| July 14, 2025 | $213.25 | $207.34 | $208.62 | 4.63 | 1.28 |
| July 11, 2025 | $208.18 | $204.24 | $211.16 | 2.98 | 6.92 |
| July 10, 2025 | $209.91 | $204.75 | $212.41 | 2.50 | 7.66 |
| July 09, 2025 | $202.17 | $204.36 | $211.14 | 8.97 | 6.78 |
| July 08, 2025 | $205.66 | $205.77 | $210.01 | 4.35 | 4.24 |
| July 04, 2025 | $206.41 | $205.18 | $209.95 | 3.54 | 4.77 |
| July 03, 2025 | $194.20 | $204.33 | $213.55 | 19.35 | 9.22 |
| July 02, 2025 | $196.56 | $203.42 | $212.44 | 15.88 | 9.02 |
| July 01, 2025 | $199.30 | $201.14 | $207.82 | 8.52 | 6.68 |
| June 30, 2025 | $201.96 | $202.97 | $205.17 | 3.21 | 2.20 |
| June 27, 2025 | $196.00 | $203.90 | $201.08 | 5.08 | 2.82 |
| June 26, 2025 | $194.69 | $202.41 | $201.00 | 6.31 | 1.41 |
| June 25, 2025 | $199.28 | $203.41 | $201.56 | 2.28 | 1.85 |
| June 24, 2025 | $200.89 | $203.36 | $200.30 | 0.59 | 3.06 |
| June 23, 2025 | $204.69 | $201.02 | $201.50 | 3.19 | 0.48 |
| June 19, 2025 | $188.25 | $197.87 | $201.00 | 12.75 | 3.13 |
| June 18, 2025 | $194.20 | $201.84 | $196.58 | 2.38 | 5.26 |
| June 17, 2025 | $196.23 | $196.52 | $195.64 | 0.59 | 0.88 |
| June 16, 2025 | $191.43 | $201.85 | $198.42 | 6.99 | 3.43 |
| June 13, 2025 | $193.13 | $197.18 | $196.45 | 3.32 | 0.73 |
| June 12, 2025 | $202.95 | $199.21 | $199.20 | 3.75 | 0.01 |
| June 11, 2025 | $201.58 | $197.50 | $198.78 | 2.80 | 1.28 |
| June 10, 2025 | $200.54 | $198.60 | $202.67 | 2.13 | 4.07 |
| June 09, 2025 | $199.12 | $194.85 | $201.45 | 2.33 | 6.60 |
| June 06, 2025 | $197.88 | $202.04 | $203.92 | 6.04 | 1.88 |
| June 05, 2025 | $195.84 | $201.25 | $200.63 | 4.79 | 0.62 |
| June 04, 2025 | $194.04 | $195.33 | $202.82 | 8.78 | 7.49 |
| June 03, 2025 | $193.49 | $195.51 | $203.27 | 9.78 | 7.76 |
| June 02, 2025 | $201.75 | $201.16 | $201.70 | 0.05 | 0.54 |
| May 30, 2025 | $193.92 | $202.19 | $200.85 | 6.93 | 1.34 |
| May 29, 2025 | $202.16 | $201.07 | $199.95 | 2.21 | 1.12 |
| May 28, 2025 | $192.99 | $196.87 | $200.42 | 7.43 | 3.55 |
| May 27, 2025 | $202.93 | $202.10 | $200.21 | 2.72 | 1.89 |
| May 23, 2025 | $200.54 | $201.51 | $195.27 | 5.27 | 6.24 |
| May 22, 2025 | $194.56 | $209.11 | $201.36 | 6.80 | 7.75 |
| May 21, 2025 | $205.61 | $205.40 | $202.09 | 3.52 | 3.31 |
| May 20, 2025 | $199.45 | $208.94 | $206.86 | 7.41 | 2.08 |
| May 19, 2025 | $189.99 | $208.92 | $208.78 | 18.79 | 0.14 |
| May 16, 2025 | $200.84 | $206.31 | $211.26 | 10.42 | 4.95 |
| May 15, 2025 | $196.01 | $208.68 | $211.45 | 15.44 | 2.77 |