Selangor Swimming Team — 21st SNSC 2026 Performance Analysis
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Selangor Swimming Team — 21st SNSC 2026 Performance Analysis

Selangor claimed 1 medal 21st Senior National Swimming Championship 2026 — one bronze — with Ai Shen Eliza Tan earning a podium for the 100m Free event. We break down every finalist, every time improvement, and what the results reveal about the state of the SEL squad.

Section A: Executive Summary

Selangor delivered a mixed but broadly competitive performance across the 21st SNSC 2026, claiming one medal — a bronze — through Ai Shen Eliza Tan's 3rd-place finish in the W 100 Freestyle (57.35). Beyond Tan, the team demonstrated depth with 22 individual finalist appearances across 11 athletes, though the majority finished in B-Finals and C/Open Finals rather than A-Finals.

The most critical systemic issue across the four days was a high scratch rate between heats and finals. A large proportion of SEL athletes who qualified for B- and C-Finals elected not to race, limiting the team's visibility on the results sheets and reducing opportunities for time improvement. Among athletes who did race finals, the overall heat-to-final improvement rate was positive, with 20 out of approximately 28 individual finals producing faster times relative to heats.

Female athletes drove the team's medal tally and finalist count overwhelmingly. Male swimmers contributed fewer finals appearances and no medals, pointing to a structural gap in competitive depth on the men's side.

1
Total Medals
0
Silver
1
Bronze
29
Finals Appearances
7
A-Final Spots
22
Athletes

Medal Breakdown

Finals by Gender

Section B: Competition Context and Structure

Competition Context & Structure

The 21st SNSC 2026 ran across four days and eight sessions, with morning sessions dedicated to heats and evening sessions to finals. Selangor fielded 22 athletes — 13 female and 9 male — across all four days.

Day 1
Session 1 — MorningHeats
Session 2 — EveningFinals
Day 2
Session 3 — MorningHeats
Session 4 — EveningFinals
Day 3
Session 5 — MorningHeats
Session 6 — EveningFinals
Day 4
Session 7 — MorningHeats
Session 8 — EveningFinals

Finals were structured in three tiers based on heat rankings, subject to scratches. Athletes qualifying for any tier could withdraw before the finals session.

A-Final
1st – 10th
Top 10 heat qualifiers. Official national ranking places.
B-Final
11th – 20th
Places 11–20 from heats. Official times recorded; no national ranking points.
C-Final
21st – 30th
Places 21–30 from heats. Provides a second competitive swim opportunity.
22
Total
Athletes
13
Female
Athletes
9
Male
Athletes
8
Sessions
Competed
4
Relay
Entries

Section C: Medal Results

Medal Results

∙ Bronze
Ai Shen Eliza Tan
W 100 Freestyle — A-Final 3rd
57.35
Heat: 57.61  ·  −0.26s  ·  −0.45%
0
Gold
0
Silver
1
Bronze
1
Total
1
Individual
Single-athlete dependency: Selangor's sole medal was won by Ai Shen Eliza Tan. The next-closest A-Finalists — Pua Jia Hui Eunice (8th, W 200 Fly; 9th, W 100 Fly) and Khoo Sue Enn (6th, W 200 Breast; 10th, W 100 Breast) — are within striking distance of the podium and represent Selangor's primary near-term medal development targets.

Section D: Individual Finalist Analysis

Individual Finalist Analysis

Selangor recorded 29 individual finalist appearances across 11 athletes. Seven reached A-Finals (top 10 nationally) — all seven were female. The charts below show how finalist appearances distribute across strokes and athletes.

Finals Appearances by Stroke — Female vs Male

A-Final Appearances (Top 10 Nationally)
AthleteEventFinal TimePlaceMedal
Ai Shen Eliza TanW 200 Free2:04.132ndSilver
Ai Shen Eliza TanW 100 Free57.353rdBronze
Ai Shen Eliza TanW 50 Free26.873rdBronze
Khoo Sue EnnW 200 Breast2:39.936th
Pua Jia Hui EuniceW 200 Fly2:17.718th
Pua Jia Hui EuniceW 100 Fly1:04.499th
Khoo Sue EnnW 100 Breast1:14.4910th
B-Final Appearances (Places 11–20)
AthleteGenderEventsAppearances
Foo Jie Xin RainneF100 Back, 50 Back, 200 Back, 400 IM4
Chong Yuan YIF200 Free, 400 Free, 800 Free3
Pua Jia Hui EuniceF50 Fly, 100 IM2
Lim OswaldM100 Back, 50 Back, 100 IM3
HO Zhi YangM200 Free, 200 Fly2
Khor Yue Lynn MishyaF100 Fly1
Ngan Kang YI KaylerF100 Breast1
Yap KE HuiF200 Fly1
Liew Zeng WyeM200 Breast1
Kang Zhen TaiM200 Breast1
Liew YU ShanF50 Back1

Athlete Contribution — A-Finals vs B-Finals

Section E: Heat-to-Final Time Improvements

Heat-to-Final Time Improvements

Of 28 individual finals raced by SEL athletes, 20 produced faster times versus heats and 8 showed regressions — a 71% improvement rate.

Top 10 Absolute Improvements (seconds)

The distance event regressions (1500 Free and 800 Free) are expected as seeded times are often faster than actual heat performances for distance events at national level. The backstroke and breaststroke regressions for Rainne and Lim Oswald are worth monitoring in context of fatigue across a four-day competition.
AthleteEventHeatFinalChange (s)Change (%)
Improvements
Chong Yuan YIW 800 Free9:31.759:28.44−3.31−0.58%
Kang Zhen TaiM 200 Breast2:29.952:26.95−3.00−2.00%
Chong Yuan YIW 400 Free4:38.174:36.77−1.40−0.50%
Foo Jie Xin RainneW 200 Back2:27.462:26.16−1.30−0.88%
Liew Zeng WyeM 200 Breast2:27.892:26.61−1.28−0.87%
Khoo Sue EnnW 200 Breast2:40.552:39.93−0.62−0.39%
Pua Jia Hui EuniceW 200 Fly2:18.262:17.71−0.55−0.42%
Khor Yue Lynn MishyaW 100 Fly1:04.711:04.18−0.53−0.50%
Khoo Sue EnnW 100 Breast1:14.881:14.49−0.39−0.52%
Ai Shen Eliza TanW 200 Free2:04.502:04.13−0.37−0.30%
Ai Shen Eliza TanW 100 Free57.6157.35−0.26−0.45%
Chong Yuan YIW 200 Free2:08.202:07.93−0.27−0.21%
Pua Jia Hui EuniceW 100 IM1:05.801:05.62−0.18−0.27%
HO Zhi YangM 200 Fly2:05.642:05.41−0.23−0.18%
Ai Shen Eliza TanW 50 Free27.0026.87−0.13−0.48%
HO Zhi YangM 200 Free1:55.101:54.95−0.15−0.13%
Foo Jie Xin RainneW 50 Back31.2231.15−0.07−0.22%
Lim OswaldM 100 IM57.5057.47−0.03−0.05%
Pua Jia Hui EuniceW 50 Fly29.0228.99−0.03−0.10%
Lim OswaldM 50 Back27.7027.68−0.02−0.07%
Regressions
Yap KE HuiW 200 Fly2:22.142:23.67+1.53+1.07%
Foo Jie Xin RainneW 400 IM5:18.525:19.35+0.83+0.26%
Lim OswaldM 100 Back1:00.791:01.28+0.49+0.81%
Ngan Kang YI KaylerW 100 Breast1:15.881:16.19+0.31+0.34%
Pua Jia Hui EuniceW 100 Fly1:04.281:04.49+0.21+0.33%
Foo Jie Xin RainneW 100 Back1:06.211:06.38+0.17+0.26%

Section F: Athlete Contribution Rankings

Athlete Contribution Rankings

Rankings are based on A-Final appearances (weighted 2 pts), B-Final appearances (1 pt), and medals (3 bonus pts each). This scoring reflects both competitive tier and consistency across the four-day programme.

3 pts per medal 2 pts per A-Final appearance 1 pt per B-Final appearance

Contribution Score by Athlete

#AthleteGenderA-FinalsB-FinalsMedalsScoreFinals Detail
1 Ai Shen Eliza Tan F101 5 Bronze 100 Free
2 Pua Jia Hui Eunice F220 6 A 100 Fly 9thA 200 Fly 8thB 50 FlyB 100 IM
3 Khoo Sue Enn F200 4 A 200 Breast 6thA 100 Breast 10th
3 Chong Yuan YI F040 4 B 200 FreeB 400 FreeB 800 Free5th 1500 Free
3 Foo Jie Xin Rainne F040 4 B 100 BackB 50 BackB 200 BackB 400 IM
6 Lim Oswald M030 3 B 100 BackB 50 BackB 100 IM
7 HO Zhi Yang M020 2 B 200 FreeB 200 Fly
7 Khor Yue Lynn Mishya F020 2 B 100 FlyRelay Silver
9 Ngan Kang YI Kayler F010 1 B 100 Breast
9 Yap KE Hui F010 1 B 200 Fly
9 Liew Zeng Wye M010 1 B 200 Breast
9 Kang Zhen Tai M010 1 B 200 Breast
9 Tang Bok YU Hermann M010 1 10th 800 Free
9 Liew YU Shan F010 1 B 50 Back

Section G&H: Gender and Stroke Analysis

Gender Analysis & Finals Progression

Female athletes accounted for 77% of all SEL finalist appearances and 100% of medals. Across both genders, a significant proportion of heat entries did not progress to finals — not through voluntary withdrawal, but simply because the field was deep enough that many SEL athletes were not among the fastest qualifiers once the full entry list was ranked.

A-Finals vs B-Finals by Gender

Finals Progression by Gender

Foreign athlete cap: Only the two fastest foreign (guest) athletes advance to each final tier — A, B, and C. Remaining foreign heat qualifiers are excluded regardless of time, which moves Malaysian athletes up the rankings accordingly. SEL athletes' effective final positions are therefore higher than raw heat placings suggest — non-progression reflects the competitive depth of the Malaysian field, not a structural disadvantage from foreign entries.
The female programme substantially outperformed the male programme in every metric. Male athletes accounted for only 23% of total finalist appearances and zero medals. This may reflect squad selection priorities, entry levels in male events, or a genuine depth disparity at national competition level.
Freestyle events generated the most finals appearances for Selangor, followed by butterfly. Breaststroke had only two finalist appearances despite having multiple entries, suggesting the breaststroke programme carries athletes competing at a level below A-Final standard.
CategoryAthletesA-FinalsB-FinalsTotal FinalsMedals
Female13716234
Male90770
Total22723304
Finals Non-Progression — Day by Day
Day 1
Most SEL entries in M 50 Fly and W 50 Fly did not advance to finals — only the top two SEL swimmers in each event were fast enough to qualify. Liew YU Shan and Kong Shu LI Anabelle did not progress from W 100 Back heats.
Day 2
In W 50 Free and M 50 Free, only Ai Shen Eliza Tan was fast enough to advance to finals for SEL — the remaining entries did not make the cut in a deep national field.
Day 3
Tang Bok YU Hermann (M 400 Free, M 200 Back), Khew ZI Xian (W 400 Free), and Adnan Aslan (M 200 Back) did not qualify for their respective finals.

Section I: Standout Individual Performances

Standout Individual Performances

Athlete of the Championship
Ai Shen Eliza Tan
W Sprint-Middle Freestyle
Bronze — 100 Free
57.35
100 Free — 3rd
57.61
Heat — −0.26s

Selangor's standout performer and sole medallist at the 21st SNSC. Tan placed 3rd in the W 100 Freestyle A-Final with a time of 57.35 — improving on her heat swim of 57.61. Her bronze was the highest individual finishing position achieved by any SEL swimmer during the meet and the team's only A-Final podium result.

Most Active Finalist
Pua Jia Hui Eunice
W Butterfly & Individual Medley

Four finals appearances across four days: A-Final 9th (W 100 Fly, 1:04.49), A-Final 8th (W 200 Fly, 2:17.71), B-Final (W 50 Fly, 28.99), B-Final (W 100 IM, 1:05.62). Her 200 Fly 8th place is a genuine top-10 national performance at senior level.

Distance Leader
Chong Yuan YI
W 200 / 400 / 800 / 1500 Freestyle

Four finals spanning the full distance range. Best improvement: −3.31s in the W 800 Free — the largest absolute time gain of any SEL swimmer across the entire championship. Also improved in the 400 Free (−1.40s) and 200 Free (−0.27s).

Versatility Award
Foo Jie Xin Rainne
W Backstroke & IM

Four finals across 100 Back, 50 Back, 200 Back and 400 IM. Improved in three. Her W 200 Back B-Final (2:26.16, −1.30s) was the second-largest absolute female improvement at the meet.

Breaststroke Anchor
Khoo Sue Enn
W 200 & 100 Breaststroke

Two A-Final appearances: 6th in the W 200 Breast (2:39.93, −0.62s) and 10th in the W 100 Breast (1:14.49, −0.39s). Both events saw faster finals times. The closest SEL athlete to a podium finish outside of Ai Shen Eliza Tan.