Estimated outcome probability. A likely winner can still be overpriced.
Anastasia Zakharova vs Yuliia Starodubtseva
4/4 independent models select Yuliia Starodubtseva; all four oriented probabilities average 65.75%.
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A documented difference, its timing, and limits.
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- Record the difference and what it does not establish.
19 reported evidence limits. Agreement alone does not establish accuracy.
A probability difference alone does not account for forecast error, fees, spread, or available liquidity.
Why the models lean this way
These are reasons recorded by the models. They are not independently verified facts or measured causes of a probability change.
- Gemini: Yuliia Starodubtseva is ranked No. 44 with 1165 ranking points.
- Grok: Starodubtseva rank 44 and 1165 points vs Zakharova rank 111 and 704 points
- Claude: Starodubtseva ranked No. 44 vs Zakharova No. 111 (67-place gap)
- GPT: Starodubtseva holds the much higher current rank: 44 vs 111.
Read all four model reports
Gemini · Yuliia Starodubtseva · 68.0%
Yuliia Starodubtseva holds a significant ranking advantage over Anastasia Zakharova, sitting at world No. 44 compared to Zakharova's No. 111. With 1165 ranking points to Zakharova's 704, Starodubtseva has demonstrated a higher level of performance over the past year, making her the favorite despite the lack of her specific season win-loss record.
google/gemini-3.1-pro-preview · Oct 16, 5:00 PM PDTGrok · Yuliia Starodubtseva · 68.0%
Yuliia Starodubtseva holds a substantially superior current rank (44 vs 111) and ranking points (1165 vs 704). Zakharova's season record of 34-28 is supplied but Starodubtseva's is null. No other performance data exists. Surface form, injuries, head-to-head, travel, and market odds are unavailable.
xai/grok-4.3 · Oct 16, 5:00 PM PDTClaude · Yuliia Starodubtseva · 63.0%
Only ranking data separates these players. Starodubtseva sits at No. 44 with 1165 ranking points versus Zakharova at No. 111 with 704 points, a gap of roughly 67 places that historically translates to about a 60-65% win probability for the higher-ranked player in WTA matches. Both players have essentially static rankings week-over-week (44 from 45; 111 from 110), so neither shows strong recent trajectory signal. Zakharova's supplied 34-28 season record is respectable but no comparable record is provided for Starodubtseva, limiting form comparison. Surface-specific form, injuries, head-to-head history, travel/fatigue, and market odds are all unavailable in the evidence package. The qualifying-round context for a top-50 player is unexplained and adds uncertainty, so I keep the estimate conservative.
anthropic/claude-opus-5 · Oct 16, 5:00 PM PDTGPT · Yuliia Starodubtseva · 64.0%
Using only the supplied evidence, Yuliia Starodubtseva is the stronger side because her current WTA rank (44) is substantially better than Anastasia Zakharova’s rank (111). That ranking gap is the clearest and most reliable signal in the package. Zakharova’s 34-28 season record is useful for showing she has been active and moderately successful, but Starodubtseva’s season win-loss record is unavailable, so the comparison cannot be completed on that dimension. With rank as the main common metric, Starodubtseva should be favored, but not overwhelmingly because this is a qualifying-round match and several important factors are unavailable. Surface form, injuries, head-to-head, travel, and market odds are unavailable in the evidence package.
openai/gpt-5.4 · Oct 16, 5:00 PM PDTWhat remains uncertain
- Surface form, injuries, head-to-head, travel, and market odds are unavailable.
- Yuliia Starodubtseva's season win-loss record is not supplied.
- Surface form unavailable
- Injuries unavailable
- Head-to-head unavailable
- Travel unavailable
- Market odds unavailable
- No head-to-head history supplied
What to watch next
Official result recorded. Review the original forecast and sources below.
Open the event and source context →What changed before the lock
- 1.8 percentage points lower for Yuliia Starodubtseva
The pre-event probability state was locked atomically and is immutable.
Record hash
d6fc6298119b78f7a097490c5df4c2d8fa6a7c1984d9d5de475980aacfbc45fa - First recorded forecast
First prospective probability state captured for this source and competition.
Record hash
41aff9b924f38eef63820280b6827f10b324d55f283c1a937213d0984a90bbe4
Reasons are shown as they were recorded. The ledger does not establish that a specific fact caused a probability change.
The saved method comparison
All probabilities below refer to Yuliia Starodubtseva. Model inputs were fixed at Oct 16, 7:30 PM PDT. The market was observed at Oct 16, 7:25 PM PDT.
Comparison record
Saved Oct 16, 7:30 PM PDT. This is a research comparison; no method has been promoted.
300c546c7d72fffa14c6db02cec987cc6ee66b4b8f5639c33087917964739f87Available source context
These links provide event context. They do not verify every claim in a model report.
Recorded outcome: Anastasia Zakharova (RUS) bt Yuliia Starodubtseva (UKR) 6-1 7-5
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