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Ripple

AI generated summary:

(NOTICE: AI generated data may hallucinate)

Several models suggest a potential upside. LinearTree and Gbm are among the more bullish, projecting prices to reach 2.33 by April 25, 2025. NLinear also forecasts a relatively high price of 2.32 on April 4, 2025, although its predictions fluctuate throughout the month.

Conversely, some models anticipate lower prices. TsMixer's prediction indicates a volatile range, with a low of 0.84 on April 11, 2025, although it also shows a spike to 4.06 on April 18, 2025. FourierTransform consistently predicts lower prices, bottoming out at 1.00 on April 18, 2025. DLinear also predicts the price will be 1.53 on April 25, 2025.

Overall, price predictions for the end of April 2025 range from approximately 0.84 to 4.06. The models show substantial disagreements, suggesting high uncertainty in the market.

Model prediction results:

(Lower score is better)

Arima

Rank: 🥇 (Score: 0.15 )

Updated on: 1743087600.0

1743692400 $ 2.21
1744297200 $ 2.21
1744902000 $ 2.21
1745506800 $ 2.21

Ets

Rank: 🥈 (Score: 0.19 )

Updated on: 1743087600.0

1743692400 $ 2.17
1744297200 $ 2.19
1744902000 $ 2.17
1745506800 $ 2.19

LinearTree

Rank: 🥉 (Score: 0.50 )

Updated on: 1743087600.0

1743692400 $ 2.23
1744297200 $ 2.25
1744902000 $ 2.29
1745506800 $ 2.33

Gbm

Rank: 4 (Score: 0.50 )

Updated on: 1743087600.0

1743692400 $ 2.24
1744297200 $ 2.25
1744902000 $ 2.29
1745506800 $ 2.34

TabNet

Rank: 5 (Score: 0.50 )

Updated on: 1743087600.0

1743692400 $ 2.17
1744297200 $ 2.23
1744902000 $ 2.11
1745506800 $ 2.27

NLinear

Rank: 6 (Score: 0.51 )

Updated on: 1743087600.0

1743692400 $ 2.32
1744297200 $ 2.07
1744902000 $ 2.20
1745506800 $ 2.24

DecisionTree

Rank: 7 (Score: 0.57 )

Updated on: 1743087600.0

1743692400 $ 2.20
1744297200 $ 2.17
1744902000 $ 2.11
1745506800 $ 2.08

TsMixer

Rank: 8 (Score: 0.68 )

Updated on: 1743087600.0

1743692400 $ 0.91
1744297200 $ 0.84
1744902000 $ 4.06
1745506800 $ 1.73

FourierTransform

Rank: 9 (Score: 0.84 )

Updated on: 1743087600.0

1743692400 $ 1.89
1744297200 $ 1.59
1744902000 $ 1.00
1745506800 $ 1.58

DLinear

Rank: 10 (Score: 0.87 )

Updated on: 1743087600.0

1743692400 $ 2.02
1744297200 $ 2.04
1744902000 $ 2.14
1745506800 $ 1.54