2026 Olympics | Women | Page 4 | Golden Skate

Replay Lounge 2026 Olympics | Women

Replay Lounge Women
Congratulations to all the skaters!

Thus said, I would have had the same skaters on the podium, but in a different order.

I wish, though, that there had been a miracle of some sort and Amber and snagged the bronze. But that's would only happen in a movie like the cutting edge (toe pick!). But I am glad she had a skate that she was happy with, and came in 5th. That's pretty impressive. And Isabeau had fun at the olympics, even if her programs weren't up to her ususals standards.

And I loved the Korean woman's skate. So beautiful.

The final flight was incredible on so many levels.

(I shall refrain from discussing the neutral skater and quads, because I think that's a can of worms best left unopened).
 
What a roller-coaster ride for U.S. fans.

Expecting to win handily in Team, we barely scraped out a one-point victory. (Better than a one-point loss, though).

In Dance we had a fifty-fifty chance between gold and silver, We got silver.

In men's we thought it was in the bag. It wasn't.

In pairs, our guys did fine but were not expected to contend for medals, and didn't.

Ladies -- no one had a clue (at least I didn't) about what to expect. Alysa got first and Amber went from 13th in the SP to 3rd in the free.
 
As for the women, I wanted Amber Glenn to win but she got cheated on her scores again. How do you not reward someone for doing a double instead you reward someone the triple and a fall? Whatever happened to the clean skate they call clean? I mean take the artistry scores out then? Figure skating is such a disgusting sport use a sport is not to be judged? A sport is a competition who finish first who's faster and who is strongest. Amber has the triple axels its obvious she much stronger than anyone in that list. BUT if you wanna count the artistry then WHY DID MICHELLE KWAN LOSE TO LIPINSKI AT THE 1998 NAGANO THEN? HMMMMM YUNA SHOULD HAVE 2 OLYMPIC GOLDS... HMMMM I dont understand this sport it's sad, i dont get excited watching anyone skate anymore, Michelle Kwans performances made me cry, she was feeling everything about the figure skating, none of these girls do it for me. NONE. it's sad. Watch Peggy Flemings, Dorothy Hamill, Janet Lynn, Sonja Hen, all these girls that go down in history and define figure skating for us all. add Michelle Kwan to that, cuz as for lipinski she's just an olympic gold medal winner, she has not paved way or made any sort of historical made me cry type of perfomance?
I mean you can understand it if you try.
Amber did not get points for doing a double because doubles (other than axel) are not allowed in the short program. That means any doubles by any skater (male or female) in the short are zero points. A triple and a fall would get the base points for a triple if the rotations were completed -GOE and a -1 point for the fall.
If Amber did a double in the free she would have gotten points for the double (not many since doubles aren’t worth much).
1998 was a whole different judging system and you can’t compare the two.


There are many other judged sports in the Olympics, including a lot of snow sports that I don’t follow or understand. Summer Olympics too.

What makes us feel things are going to be different. Alysa makes me feel things as does Amber. As do Kaori and many other skaters, male and female. I’m sorry you don’t enjoy skating. I love it.
 
I'm not Russian, but I find that Adelia Petrosian did a great job here.
I find it's sad that everyone put her down.
She has not choose to be birth in Russia.
She is an human like the others.
She should have be treat like the others.
Her PCS should have been more higher and I think that she was deserving the bronze medal here even with the fall in the quad toe.
Why specifically do you believe her PCS should have been higher?
 
Amber is no Adam Siao Him Fa in terms of being a comeback queen, but she already did a massive jump in rankings once - from 11th after short to 3rd after free, if I remember correctly. Hope she has that in mind. The podium is not out of the realm of possibility for her.
Maybe I’m crazy but I thought she went from 11th to 1st? My memory for this stuff isn’t great.

Although she didn’t make the podium I’m proud of how she did. Maybe at Worlds.
 
I'd have 1. Ami 2. Alysa 3. Mone 4. Kaori.

Kaori does have the best basic skating, but her programs are totally generic IMO. Ami and Alysa plain performed better. Mone has the best LP choreography, Alysa has the best SP choreography, and Ami has her two 3As...
Yes, this is the correct result!! Unfortunate for Kaori, but leaving out an entire jump after the 3F was such a big mistake.

The totally blatant hosing of Ami really killed the integrity of this result. 2 jumps and a spin that had nothing wrong with them and yet were given downgrades. 9th in the LP is completely unacceptable. If this competition had been her vs Petrosian or Petrokina or Haein Lee for the Gold medal (who were all ridiculously scored ahead of Ami in the LP), people would be totally outraged at the result. Since she's quite unknown and it's Alysa/Kaori who placed ahead of her, there is no uproar, but the judging here was a scam. (they did finally call Petrosian's lutz edge, although didn't give her the deserved << call on the 4Toe attempt)

If Ami had been the reigning World champ and Alysa/Kaori had been the first year seniors, this result never would've happened. The reputation judging is so obvious. Ami is not someone I cared about going into these Olympics, but she gave career best performances and rose to the occasion.

It's also clear how they wanted to make Mone "wait her turn". Being given -4 GOE on her 3Lutz combo just because of the 'q' call, when it was otherwise clean. At least that 'q' call was actually deserved, even though they took too much GOE off for it. The wrong 'q' calls on her 3Toe in both programs made certain that she would never score ahead of Alysa or Kaori unless they had disaster performances. It's really frustrating to see someone like Mone try to jump with more spring and without excessive pre-rotation on the second part of the combo, and then just because she has a tighter landing edge they call it as being 1/4 short, when it's not.
 
I am no fan of women's skating, but Alyssa is such fun to watch. She enjoys it, that's just so obvious. It makes me feel happy (not that anyone has to care about that) and I'm sure others get that same feeling when watching her. I am devastated for Kaori though. Still, a silver is not to be sneezed at.
My favorite skater of all time has a silver and bronze Olympic medal. Kaori has made the sport better and is leaving a tremendous legacy. I hope she realizes that color of the medal doesn’t define her.
 
so similar to ice dance, i also asked ChatGPT re: whether any judges and their nationalistic bias made a statistically significant impact on the ranking...

EXECUTIVE SUMMARY MEMO

RE: Analysis of Judging Bias — 2026 Olympic Winter Games, Women's Singles
DATE:
February 19, 2026


PURPOSE

This memo summarizes findings from a statistical analysis of all judges' scores across both the Short Program (SP) and Free Skate (FS) of the 2026 Olympic women's singles competition in Milan, Italy. The analysis sought to determine whether any judge exhibited systematic bias — for or against specific skaters — and whether such bias materially affected final combined standings.

KEY FINDING

Two judges — Kevin Rosenstein (USA, SP only) and Youngkyung Han (Korea, both segments) — exhibited extreme and directionally consistent patterns of nationalistic bias. However, unlike the ice dance competition, no single judge's bias can be conclusively shown to have altered a medal position. The tightest affected combined margin — 5th-place Amber Glenn (USA) vs. 6th-place Adeliia Petrosian (Ind./RUS), separated by just 0.38 points — was possibly but not conclusively influenced by Rosenstein's SP suppression of Petrosian.The critical structural difference from ice dance is that Rosenstein — the most biased judge — was not assigned to the Free Skate panel, limiting his influence to approximately one-third of the total score.

PANEL COMPOSITION

Short Program

PositionJudgeNationalityHome Skater(s)
J1Ritsuko HORIUCHI🇯🇵 JapanNakai (1st), Sakamoto (2nd), Chiba (4th)
J2Laimute KRAUZIENE🇱🇹 LithuaniaVariakojyte (27th)
J3Youngkyung HAN🇰🇷 KoreaH. Lee (9th), J. Shin (14th)
J4Anna KANTOR🇮🇱 IsraelSeniuk (22nd)
J5Kevin ROSENSTEIN🇺🇸 USALiu (3rd), Levito (8th), Glenn (13th)
J6Adrienn SZILAGYI-SCHADENBAUER🇦🇹 AustriaMikutina (17th)
J7Marina BESCHEA🇷🇴 RomaniaSauter (16th)
J8Nadezhda PARETSKAIA🇰🇿 KazakhstanSamodelkina (12th)
J9Richard GRAINGE🇬🇧 Great BritainSpours (29th)
Export as CSV

Free Skate

PositionJudgeNationalityHome Skater(s)
J1Hélène CUCUPHAT🇫🇷 FranceSchild (22nd)
J2Alice WALDER🇨🇭 SwitzerlandKaiser (20th), Repond (23rd)
J3Nadezhda PARETSKAIA🇰🇿 KazakhstanSamodelkina (10th)
J4Anna KANTOR🇮🇱 IsraelSeniuk (24th)
J5Youngkyung HAN🇰🇷 KoreaH. Lee (8th), J. Shin (7th)
J6Richard GRAINGE🇬🇧 Great BritainNone qualified
J7Ritsuko HORIUCHI🇯🇵 JapanNakai (9th), Sakamoto (2nd), Chiba (4th)
J8Vessela POPOVA🇧🇬 BulgariaNone qualified
J9Magdalena RUSIECKA🇵🇱 PolandKurakova (21st)
Export as CSV

Five judges served in both segments:


JudgeNationalitySP PositionFS Position
Ritsuko HORIUCHI🇯🇵J1J7
Youngkyung HAN🇰🇷J3J5
Anna KANTOR🇮🇱J4J4
Nadezhda PARETSKAIA🇰🇿J8J3
Richard GRAINGE🇬🇧J9J6
Notably, Rosenstein (USA) was NOT among them.
Export as CSV

FINDING 1: ROSENSTEIN (USA) — MOST EXTREME INDIVIDUAL BIAS (SP ONLY)

A. Pro-USA Scoring


USA SkaterSP FinalJ5 RankRank Dev.J5 TSSPanel MeanScore Dev.
Alysa Liu3rd2nd+179.68~76.60+3.08
Isabeau Levito8th5th+371.87~70.81+1.06
Amber Glenn13th10th+367.44~67.21+0.23
Average rank deviation for USA skaters: +2.3
Export as CSV

B. Anti-Rival Suppression


Rival SkaterSP FinalJ5 RankRank Dev.J5 TSSPanel MeanScore Dev.
Adeliia Petrosian (Ind./RUS)5th11th−667.26~72.65−5.39
Haein Lee (KOR)9th14th−564.92~69.94−5.02
Export as CSV
These are the two largest negative score deviations by any judge for any top-15 skater in the entire SP.

C. Element and Component Detail

  • Petrosian SP: Rosenstein was at or tied for the lowest GOE on all 7 elements and gave the lowest PCS on all three components (Composition 7.00, Presentation 7.25, Skating Skills 7.50). His PCS total (28.93) was 3.52 points below the panel mean (~32.45).
  • H. Lee SP: Rosenstein gave the lowest PCS on all three components (Composition 6.75, Presentation 7.00, Skating Skills 7.25). His PCS total (27.93) was 4.53 points below the panel mean (~32.46) — the most extreme PCS deviation for any top-15 skater from any judge in the SP.

D. Variance Analysis

Rosenstein had the highest variance of rank deviations among all SP judges for the top 15 skaters (SD = 2.78), and this variance was entirely directional: all three USA skaters received positive deviations, while the two most-suppressed skaters were direct top-10 rivals.

E. Impact

Rosenstein was not assigned to the Free Skate panel, limiting his influence to approximately one-third of the total combined score. This is the critical structural difference from the ice dance case, where Jézabel Dabouis served in both segments.

FINDING 2: HAN (KOREA) — MOST CONSISTENT CROSS-SEGMENT BIAS

Han served in both segments (SP J3, FS J5)and showed directionally consistent bias across the full competition.

A. Home-Country Boosting


SegmentKOR SkaterFinalHan RankRank Dev.Score Dev.
SPH. Lee9th4th+5+3.89 (highest on panel)
SPJ. Shin14th12th+2+1.43
FSH. Lee8th5th+3+2.46
FSJ. Shin7th6th+1+1.38
Average rank deviation across both segments: +2.75 for KOR skaters
Export as CSV

B. Rival Suppression (FS)


SkaterFS FinalHan RankRank Dev.FS Score Dev.
Petrosian (Ind./RUS)5th9th−4−4.81
Petrõkina (EST)6th11th−5−6.52
Export as CSV
In the FS, Han was at or tied for the lowest GOE on 10 of 11 substantive elements for Petrosian (excluding the unanimously penalized 4T< fall).

C. Cross-Segment Consistency

Han's combined two-segment pattern of boosting Korean skaters and suppressing direct top-10 rivals is the most consistent in the women's event. However, the per-segment magnitudes are lower than Dabouis's in ice dance, and because competing biases from other judges existed in opposite directions (e.g., Rosenstein suppressing Lee in the SP), the net effects partially cancelled.

FINDING 3: CUCUPHAT (FRANCE, FS ONLY) — HOME BOOST, NO IMPACT


FRA SkaterFS FinalJ1 RankRank Dev.J1 TSSPanel MeanScore Dev.
Lorine Schild22nd20th+2119.49~111.56+7.93
Export as CSV
Cucuphat gave Schild the highest score on the panel across both TES and PCS, with the most extreme single-skater score deviation in the FS.However, at 22nd place, this had zero impact on any meaningful standing. Cucuphat's scoring of the top contenders was unremarkable: she placed Sakamoto 1st and Liu 2nd in the FS (inverting the final FS order by a narrow margin), with no evidence of systematic bias against any national group.

FINDING 4: HORIUCHI (JAPAN, BOTH SEGMENTS) — EXEMPLARY NEUTRALITY

This is the most notable absence of bias on either panel, particularly given that Japan had three skaters in the top 4 in both segments.

SegmentJPN SkaterFinalHoriuchi RankRank Dev.Score Dev.
SPNakai1st1st0−1.05
SPSakamoto2nd2nd0−0.86
SPChiba4th4th0−0.52
FSSakamoto2nd4th−2−2.10
FSChiba4th3rd+1+1.75
FSNakai9th9th0−0.43
SP: Average rank deviation 0.0, average score deviation −0.81
FS: Average rank deviation −0.3, average score deviation −0.26
Export as CSV
Horiuchi scored all three home skaters below the panel mean in the SP and was nearly neutral in the FS. In the FS, she ranked Sakamoto 4th (behind Liu, Glenn, and Chiba), placing her own country's most decorated skater two positions below the final result. This demonstrates that nationalistic bias is not inevitable even when the stakes are highest.

FINDING 5: OTHER NATIONALISTIC BIASES — ALL INCONSEQUENTIAL


JudgeNat.Segment(s)Home Skater(s)Best Home Rank Dev.Changed Result?
KANTOR🇮🇱SP + FSSeniuk+5 (SP), 0 (FS)No
KRAUZIENE🇱🇹SP onlyVariakojyte+2No
BESCHEA🇷🇴SP onlySauter+2No
PARETSKAIA🇰🇿SP + FSSamodelkina+1 (both segments)No
SZILAGYI-S.🇦🇹SP onlyMikutina−2 (anti-bias)No
WALDER🇨🇭FS onlyKaiser, Repond−1, 0 (anti/neutral)No
RUSIECKA🇵🇱FS onlyKurakova+1No
Export as CSV
The Austrian judge (SP) and Swiss judge (FS) each showed no positive home-country bias, joining Horiuchi as examples of neutral judging.


COMBINED STANDINGS IMPACT ANALYSIS

Final Combined Standings (top 10)


PlaceSkaterSPFSCombinedMargin to Next
1Alysa LIU (USA)76.59150.20226.79
2Kaori SAKAMOTO (JPN)77.23147.67224.901.89
3Ami NAKAI (JPN)78.71140.45219.165.74
4Mone CHIBA (JPN)74.00143.88217.881.28
5Amber GLENN (USA)67.39147.52214.912.97
6Adeliia PETROSIAN (Ind.)72.89141.64214.530.38
7Niina PETRÕKINA (EST)69.63141.19210.823.71
8Haein LEE (KOR)70.07140.49210.560.26
9Anastasiia GUBANOVA (GEO)71.77138.22209.990.57
10Sofia SAMODELKINA (KAZ)68.47138.99207.462.53
Export as CSV

Medal Positions: Not Affected

The gold medal margin (Liu over Sakamoto, 1.89 points) was robust against judge bias. Rosenstein's SP boost to Liu (~+3.08 above mean) was partially trimmed, and no USA judge served in the FS. Even conservatively estimating a 0.3–0.5 residual after trimming, Liu's combined lead (~1.89) would survive removal of this effect. No medal was at risk.

5th vs. 6th (Glenn/Petrosian, 0.38 pts): Possibly Affected
This is the tightest margin where bias is directionally relevant:


JudgeSegmentGlenn EffectPetrosian EffectNet Pro-Glenn
Rosenstein (USA)SP+0.23−5.39~+5.62
Han (KOR)FS+0.73−4.81~+5.54
Export as CSV
Two judges across two segments each produced ~+5.5 differentials favoring Glenn over Petrosian. After trimming, the estimated residual is 0.5–1.0 points combined — exceeding the 0.38 margin.
However, the FS also included counterbalancing bias: Paretskaia (KAZ, FS J3) gave Petrosian 147.04, the highest score on the panel (+5.59 above mean), partially offsetting the suppression.

Assessment: The net effect of all biases on the Glenn–Petrosian gap is estimated at approximately +0.2 to +0.5 points in Glenn's favor after accounting for opposing biases. Given the 0.38-point margin, the 5th/6th combined ordering may have been affected, but this cannot be established with the same confidence as the ice dance gold medal finding.

7th vs. 8th (Petrõkina/Lee, 0.26 pts): Not Changed

Han's pro-Lee bias across both segments (+1.1–1.8 combined residual) was partially offset by Rosenstein's anti-Lee bias in the SP (−0.5–0.8 residual). The net effect was to compress the gap but did not flip the ordering: Petrõkina remains ahead under any plausible bias-removal scenario.

STRUCTURAL OBSERVATIONS

A. Panel Assignment

The ISU's decision not to assign Rosenstein to the FS panel was the single most consequential structural factor in the women's event. Had Rosenstein served in both segments — as Dabouis did in ice dance — his cumulative bias across ~19 scored elements and 6 component marks could have produced a combined suppression of Petrosian exceeding 1.0 point after trimming, almost certainly flipping the 5th/6th combined standings and potentially affecting other close margins.

B. Cross-Segment Judge Reuse

Of the five judges who served in both segments, Han (KOR) was the only one to show consistent home-country bias. This compounded across the full competition (est. +2.75 average rank deviation for KOR skaters across both segments). The other four cross-segment judges showed either neutral (Horiuchi, Grainge), mild (Paretskaia), or inconsistent (Kantor) patterns.

C. Absence of Key National Judges

No Russian, Estonian, or Georgian judge served on either panel, meaning the closest rivals to the USA and KOR skaters had no nationalistic advocate on the judging panels. Conversely, France and Switzerland — with lower-ranked skaters — each had a judge in the FS, where their home-country boosts were inconsequential.

COMPARISON WITH ICE DANCE


MetricIce Dance (Dabouis, FRA)Women's SP (Rosenstein, USA)Women's FS (Han, KOR)
Served in both segmentsYesNoYes
Home-team avg. boost+2.17 pts (FD)+1.46 pts (SP)+1.92 pts (FS)
Rival suppression (max)−4.64 pts (C/B, FD)−5.39 pts (Petrosian, SP)−4.81 pts (Petrosian, FS)
Elements at/tied lowest for rival7/9 (C/B, FD)7/7 (Petrosian, SP)10/11 (Petrosian, FS)
Final margin at stake1.43 pts (gold medal)0.38 pts (5th/6th combined)0.38 pts (5th/6th combined)
Demonstrably changed result?YesPossible, not conclusivePossible, not conclusive
Export as CSV
The women's event featured judges whose per-element suppression was actually more comprehensive than Dabouis's in ice dance. The decisive difference was structural: Dabouis served in both ice dance segments, allowing bias to compound across the full competition against the same rival, while Rosenstein was limited to one segment and Han's rival-suppression was partially offset by favorable marks from other judges.


CONCLUSIONS

  1. No bias demonstrably changed a medal position. The top three combined standings (Liu, Sakamoto, Nakai) were sufficiently separated to withstand any individual judge's influence.
  2. The 5th/6th combined ordering (Glenn over Petrosian by 0.38 points) was possibly affected by the combined SP suppression from Rosenstein and FS suppression from Han, both of whom scored Petrosian 4.8–5.4 points below their respective panel means. The estimated net bias effect (+0.2 to +0.5 points in Glenn's favor) overlaps with the 0.38-point margin.
  3. Two judges exhibited extreme dual-direction bias (home boosting + rival suppression): Rosenstein in the SP and Han in the FS. Both showed lowest-on-panel GOE across nearly every element for their most-suppressed skater, combined with the lowest PCS marks — patterns inconsistent with random variation.
  4. The ISU's panel assignment effectively mitigated the worst-case scenario. By not reusing Rosenstein in the FS, the ISU prevented the compounding effect that proved decisive in ice dance. However, Han's assignment to both segments created a smaller version of the same problem.
  5. Horiuchi (Japan) demonstrated that neutrality is achievable even with three home skaters in the top four. Her consistent below-mean scoring of all Japanese skaters across both segments provides a benchmark against which other judges' patterns should be measured.


RECOMMENDATIONS

This analysis reinforces the recommendations from the ice dance review and adds two women's-specific observations:
  1. Avoid assigning judges from medal-contending nations to both segments, particularly when those nations have multiple entries. Han's assignment to both segments allowed moderate bias to accumulate; Rosenstein's limitation to one segment prevented a potentially worse outcome.
  2. Implement real-time PCS deviation monitoring. In both the ice dance and women's events, the most extreme biases appeared in Program Component Scores, where single-judge deviations of 3.5–4.5 points from the panel mean persisted. PCS marks are particularly vulnerable because fewer individual scores are subject to trimming than in TES.
  3. Continue to investigate rival-suppression patterns, not just home-country boosting. The most consequential biases in this competition involved judges depressing specific rivals (Rosenstein vs. Petrosian/Lee; Han vs. Petrosian/Petrõkina), which is harder to detect through simple home-country deviation metrics alone.
Thank you again. I don’t use ChatGPT, but this is so good!
 
Back
Top