Ramkumar Ramanathan vs Otto Virtanen: Where to Watch, Predictions, Stats

Bet nowGamble Responsibly 18+
Tennis ATP Pune Ramkumar Ramanathan - Otto Virtanen
31/12/2022 at 02:00 (Time Zone – GMT-5 (America/New_York))
Ramkumar Ramanathan - Otto Virtanen - Gamble Responsibly 18+
00:00 / 90:00
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Chances of winning


Ramkumar Ramanathan
36.2%
Otto Virtanen
63.8%

Initial Probability

(when we started the analysis)
30.2% 69.8%

Our Initial ML Estimation

29.3% 70.7%


Analysis of Changes in Winning Probabilities:

  • Ramkumar Ramanathan has improved its chances compared to the initial analysis. (+6%)
  • Note: This is a significant improvement in prediction, suggesting increased confidence in Ramkumar Ramanathan's performance.
  • Otto Virtanen has seen a decrease in its chances compared to the initial analysis. (-6%)
  • Note: This is a significant drop in prediction, and Otto Virtanen might be facing challenges that affect their performance.
  • ML Model estimates a lower probability for Ramkumar Ramanathan than the current prediction. (-6.9%)
  • Note: The ML model's lower estimate suggests that there may be underlying issues with Ramkumar Ramanathan that the model has picked up on.
  • ML Model estimates a higher probability for Otto Virtanen than the current prediction. (+6.9%)
  • Note: The ML model's higher estimate suggests that Otto Virtanen could outperform expectations, possibly based on recent matchups or player stats.
  • Ramkumar Ramanathan - Otto Virtanen Odds

    1 X 2 Marga
    Avarage Now
    (Initially)
    2.6
    (3.08)

    1.47
    (1.34)
    6.3%
    (7.4%)
    Latest results of Ramkumar Ramanathan
    Latest results of Otto Virtanen
    Draw
    Singles - Main

    1/16-finals
    1Cilic M. (1)Bye
    2Carballes Baena R.Zapata Miralles B.2 : 0
    3Cecchinato M.Basilashvili N.2 : 0
    4Griekspoor T.Munar J. (7)2 : 0
    5Baez S. (4)Bye
    6Martinez P.Ramanathan R. (Q)2 : 1
    7Albot R.van Rijthoven T.0 : 2
    8Andujar P.Karatsev A. (8)0 : 2
    9Krajinovic F. (6)Nagal S. (WC)2 : 1
    10Dhamne M. (WC)Mmoh M.0 : 2
    11Tseng C. H.Bonzi B.0 : 2
    12ByeRuusuvuori E. (3)
    13Molcan A. (5)Djere L.0 : 2
    14Ymer E. (Q)Marterer M. (Q)1 : 2
    15Cobolli F. (Q)Sasikumar M. (WC)2 : 0
    16ByeVan De Zandschulp B. (2)

    1/8-finals
    1Cilic M. (1)Carballes Baena R.2 : 1
    2Cecchinato M.Griekspoor T.0 : 2
    3Baez S. (4)Martinez P.1 : 2
    4van Rijthoven T.Karatsev A. (8)0 : 2
    5Krajinovic F. (6)Mmoh M.2 : 1
    6Bonzi B.Ruusuvuori E. (3)2 : 0
    7Djere L.Marterer M.0 : 2
    8Cobolli F.Van De Zandschulp B.0 : 2

    Quarter-finals
    1Cilic M. (1)Griekspoor T. (WO.)
    2Martinez P.Karatsev A. (8)0 : 2
    3Krajinovic F. (6)Bonzi B.0 : 2
    4Marterer M.Van De Zandschulp B.0 : 2

    Semi-finals
    1Griekspoor T.Karatsev A. (8)2 : 0
    2Bonzi B.Van De Zandschulp B.2 : 1

    Final
    1Griekspoor T.Bonzi B.2 : 1
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