Description

This analysis provides a forecast of EOS prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2026-06-14 2.827954e-02 0.037660 0.048898 0.063202 0.080761 0.101444 0.127463
2026-06-21 1.749948e-02 0.028606 0.044105 0.066653 0.097865 0.138723 0.195289
2026-06-28 1.054380e-02 0.021024 0.037879 0.065454 0.107642 0.167710 0.257200
2026-07-05 6.212620e-03 0.015164 0.031704 0.061867 0.112286 0.189398 0.311451
2026-07-12 4.169118e-03 0.012252 0.029128 0.062846 0.123378 0.221289 0.383585
2026-07-19 2.750427e-03 0.009790 0.026382 0.062530 0.131819 0.249640 0.452990
2026-07-26 1.767624e-03 0.007713 0.023562 0.061136 0.137753 0.274182 0.518420
2026-08-02 1.216003e-03 0.006445 0.022051 0.061897 0.147553 0.306069 0.598510
2026-08-09 8.540720e-04 0.005500 0.020947 0.063189 0.158421 0.340765 0.686111
2026-08-16 5.691473e-04 0.004554 0.019417 0.063029 0.166158 0.370360 0.767108
2026-08-23 3.360095e-04 0.003516 0.017078 0.060158 0.167498 0.387862 0.827792
2026-08-30 1.702992e-04 0.002513 0.014239 0.055025 0.162733 0.392738 0.865515
2026-09-06 1.184136e-04 0.002228 0.013965 0.057218 0.175636 0.434671 0.976586
2026-09-13 8.596413e-05 0.002041 0.014010 0.060420 0.191513 0.484242 1.105876
2026-09-20 4.813059e-05 0.001637 0.012808 0.059320 0.196465 0.511377 1.193710
2026-09-27 2.190282e-05 0.001212 0.011124 0.056015 0.195089 0.524714 1.255237
2026-10-04 1.269021e-05 0.001036 0.010666 0.056918 0.205124 0.563958 1.371277
2026-10-11 6.349016e-06 0.000848 0.009954 0.056627 0.211783 0.596168 1.474996
2026-10-18 2.644152e-06 0.000666 0.009070 0.055342 0.215365 0.621596 1.566256
2026-10-25 1.237230e-06 0.000565 0.008692 0.056043 0.224920 0.661753 1.690822
2026-11-01 5.656424e-07 0.000490 0.008441 0.057234 0.236142 0.706735 1.828134
2026-11-08 1.859918e-07 0.000401 0.007937 0.057087 0.243181 0.742169 1.946904
2026-11-15 2.623106e-08 0.000292 0.006997 0.054440 0.241774 0.756726 2.021085