Denis Shapovalov vs Sho Shimabukuro — prediction
Consistent bounce, medium-fast: neutral conditions, no style favored.
Surface feeds the model — surface specialization is one of its factors.
›Ranking: #46 vs #108 (better ranked)
›Recent form: 6/10 in recent matches
›Match-sharp: 4 matches in the last 2 weeks
The model makes Denis Shapovalov the favorite with a 71% win probability, against Sho Shimabukuro's 29% — a solid favorite, though Shimabukuro keeps real chances. Converted to odds, that probability is worth about @1.41; the offered odds are around @1.35 (a 74% implied), slightly below the market, so the model is a touch more cautious.
Several factors explain the number: #46 vs #108 (better ranked); 6/10 in recent matches; 4 matches in the last 2 weeks.
Read it with perspective. Our probability is calibrated — when the model says 71%, that outcome happens roughly that percentage of the time, with ~65% out-of-sample accuracy — but being the favorite is not being the winner: roughly 29 out of every 100 times Shimabukuro wins. The model also tends to agree with the market, so the odds already capture almost all the edge: don't take it as a sure value. This is informational analysis, not a betting recommendation. 18+ · play responsibly.