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Ripple

AI generated summary:

(NOTICE: AI generated data may hallucinate)

Several models anticipate a bullish trend, with Prophet forecasting the highest prices, reaching 2.55 on May 8, 2025. TsMixer also suggests a high of 2.30 on April 24, 2025, although its prediction decreases to 1.55 by May 8, 2025. LinearTree and Gbm models also predict prices above 2.00 in late April and early May.

Conversely, FourierTransform predicts a bearish scenario, with the price dropping to 0.89 by May 1, 2025, before slightly recovering to 1.40 on May 8, 2025. DLinear also forecasts relatively lower prices, fluctuating between 1.53 and 1.79 during the same period.

Overall, the predicted price range spans from 0.89 to 2.55 between April 17, 2025, and May 8, 2025. Considering the number of models leaning towards a more positive outlook, the price is more likely to be in the 1.80-2.10 range for the majority of the models in the given time period, before any trend picks up.

Model prediction results:

(Lower score is better)

Arima

Rank: 🥇 (Score: 0.16 )

Updated on: 1744210800.0

1744815600 $ 1.92
1745420400 $ 1.89
1746025200 $ 1.86
1746630000 $ 1.84

Ets

Rank: 🥈 (Score: 0.19 )

Updated on: 1744210800.0

1744815600 $ 1.94
1745420400 $ 1.94
1746025200 $ 1.94
1746630000 $ 1.94

Prophet

Rank: 🥉 (Score: 0.23 )

Updated on: 1744210800.0

1744815600 $ 2.44
1745420400 $ 2.47
1746025200 $ 2.51
1746630000 $ 2.55

LinearTree

Rank: 4 (Score: 0.50 )

Updated on: 1744210800.0

1744815600 $ 1.97
1745420400 $ 2.01
1746025200 $ 2.03
1746630000 $ 2.07

Gbm

Rank: 5 (Score: 0.50 )

Updated on: 1744210800.0

1744815600 $ 1.99
1745420400 $ 2.01
1746025200 $ 2.06
1746630000 $ 2.05

TabNet

Rank: 6 (Score: 0.50 )

Updated on: 1744210800.0

1744815600 $ 1.99
1745420400 $ 1.91
1746025200 $ 1.96
1746630000 $ 1.95

NLinear

Rank: 7 (Score: 0.52 )

Updated on: 1744210800.0

1744815600 $ 1.97
1745420400 $ 1.93
1746025200 $ 1.93
1746630000 $ 1.92

DecisionTree

Rank: 8 (Score: 0.57 )

Updated on: 1744210800.0

1744815600 $ 2.02
1745420400 $ 1.92
1746025200 $ 1.87
1746630000 $ 1.84

FourierTransform

Rank: 9 (Score: 0.64 )

Updated on: 1744210800.0

1744815600 $ 1.68
1745420400 $ 1.42
1746025200 $ 0.89
1746630000 $ 1.40

TsMixer

Rank: 10 (Score: 0.66 )

Updated on: 1744210800.0

1744815600 $ 2.11
1745420400 $ 2.30
1746025200 $ 1.91
1746630000 $ 1.55

DLinear

Rank: 11 (Score: 0.92 )

Updated on: 1744210800.0

1744815600 $ 1.79
1745420400 $ 1.75
1746025200 $ 1.53
1746630000 $ 1.61