Who is predicted to win Tomic B. vs Ivashka I.?

TIPERO's AI tennis model picks Tomic B. at decimal odds 2.17 with 47% model confidence (VALUE tier). The pick is based on surface-aware Elo, head-to-head history, recent form, market signals and an XGBoost ML calibration.

What surface is Tomic B. vs Ivashka I. played on?

Tomic B. vs Ivashka I. is played on hard at Shanghai challenger on Sep 10, 2026. Surface affects serve hold rates: ATP hard ~80%, clay ~74%, grass ~83%; WTA equivalents are roughly 15 points lower.

Where can I see TIPERO's track record?

TIPERO publishes a public track record at tipero.app/track-record.html showing every graded pick with profit. The all-time tracked profit is +74.8 units across 1126 graded picks at 8.7% ROI per bet.

ATP Shanghai challenger Hard Past match · Sep 10, 2026 Result: LOSS · -0.25u

Tomic B. vs Ivashka I.: Prediction & pick

TIPERO's AI tennis model picks Tomic B. at decimal odds 2.17 with 47% confidence for ATP Shanghai challenger on hard (Thursday, September 10, 2026).

✗ Lost

Pick Tomic B. at Shanghai challenger → LOSS

-0.25u

VALUE tier · ATP

▲ Tomic B.

Odds 2.17 47% confidence Shanghai challenger Hard

Selected by TIPERO's AI tennis model — surface-aware Elo + V4.1 calibration + XGBoost ML filter. See full tracked record.

About this match

Tomic B. vs Ivashka I. is scheduled for Thursday, September 10, 2026 at Shanghai challenger on hard court. ATP matchup with TIPERO's quantitative model evaluating both sides on surface-specific Elo, recent form, head-to-head history, ranking quality and the de-vigged market line.

How TIPERO's model picks ATP matches

TIPERO is a tennis-only AI prediction engine running daily on every ATP, WTA and Challenger match. Each pick comes from the same calibrated stack:

Surface-aware Elo — separate ratings per court type, updated daily.
Recent form scoring — last-5 record weighted by opponent quality.
Head-to-head history — surface-filtered, recency-weighted.
Market signal blending — V4.1 logistic calibration on closing odds.
XGBoost ML filter — gradient-boosted classifier gates marginal picks.

The full methodology breakdown is in the how AI predicts tennis guide.

Surface notes — Hard court

Average serve holdATP ~80% / WTA ~65%

Court characteristicsMid-pace, mid-bounce — balanced surface that rewards all-court play.

Bettor implicationSmaller surface-specific edge; raw skill matters most.

Read the full surface effects guide for deeper analysis.

Track record & methodology

TIPERO publishes every pick to a public, graded track record. The all-time tracked profit is +74.8u across 1126 graded picks at +8.7% ROI per bet. Every result is verifiable from match-end scores — see the full track record for the profit-over-time chart.

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