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ESL Challenger Melbourne 2023 Asia Closed Qualifier· A-TIER ONLINE BO3
FINAL 02 Mar 2023 22:39 UTC
Lynn Vision
Lynn Vision
Elo 1531
2 – 0
Winner: Lynn Vision
TYLOO
TYLOO
CN
Elo 1705
CS:GO
CQ-GESUS CS2-APEX SHAP
AUC 0.702 54% CONF WRONG
Lynn Vision 46.0% 54.0% TYLOO
Why this prediction?
+100.0 Elo advantage
+84.2 Elo implied probability
+75.5 Elo win probability
−46.2 Schedule difficulty edge
−37.7 Avg opponent quality diff
+32.5 Consensus Win Prob Team1
+29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
ancient
16 – 7
Lynn Vision
vertigo
19 – 17
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
Starry
53
kills
ADR 100.0
Top Assist
DANK1NG
16
assists
3 flash
Best ADR
westmelon
102.6
avg dmg/rd
47K 36D
Best KAST
ANATY OBS JNZ
100.0%
KAST
1K 1D
Most HS
westmelon
28
headshots
60% HS rate
Best K/D
Starry
1.56
K/D ratio
53K 34D
de_ancient
ancient
16 – 7
Lynn Vision WON
Round Timeline
CT win T win
HT
Round — Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
Freeman
 19 19 4 1.00 42% 104.7 73.9% 0.53
DANK1NG
 15 17 4 0.88 53% 66.6 73.9% 0.44
Summer
 14 18 5 0.78 57% 81.6 69.6% 0.42
aristo
 13 20 5 0.65 62% 77.0 69.6% 0.38
Attacker
 9 18 3 0.50 56% 61.6 52.2% 0.25
ANATY OBS JNZ
 0 0 0 0.00 0% — 100.0% 0.25
CT SIDE
Starry
 25 13 3 1.92 60% 118.3 95.7% 0.83
V4D1M
 18 16 6 1.12 50% 101.9 87.0% 0.59
westmelon
 17 13 4 1.31 82% 100.0 73.9% 0.62
z4kr
 16 13 4 1.23 38% 82.9 78.3% 0.52
EmiliaQAQ
 15 15 6 1.00 60% 71.3 73.9% 0.48
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
Freeman
 7 14 3 57% 78.3 60.0% 0.28
DANK1NG
 7 11 2 57% 53.1 60.0% 0.31
Summer
 8 13 3 62% 78.7 66.7% 0.36
aristo
 8 14 1 75% 64.7 66.7% 0.34
Attacker
 3 14 1 33% 43.1 33.3% 0.01
ANATY OBS JNZ
 — — — — — — —
1ST HALF — CT SIDE
Starry
 17 6 3 65% 130.0 100.0% 0.93
V4D1M
 12 8 3 42% 98.7 86.7% 0.63
westmelon
 13 5 4 77% 108.7 80.0% 0.77
z4kr
 11 7 3 9% 84.4 80.0% 0.53
EmiliaQAQ
 13 7 4 54% 83.8 86.7% 0.67
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
Freeman
 12 5 1 33% 154.2 100.0% 1.02
DANK1NG
 8 6 2 50% 91.9 100.0% 0.69
Summer
 6 5 2 50% 87.1 75.0% 0.54
aristo
 5 6 4 40% 100.2 75.0% 0.45
Attacker
 6 4 2 67% 96.2 87.5% 0.65
ANATY OBS JNZ
 0 0 0 0% 0.0 100.0% 0.25
2ND HALF — T SIDE
Starry
 8 7 0 50% 96.5 87.5% 0.63
V4D1M
 6 8 3 67% 108.0 87.5% 0.52
westmelon
 4 8 0 100% 83.9 62.5% 0.36
z4kr
 5 6 1 100% 80.0 75.0% 0.51
EmiliaQAQ
 2 8 2 100% 47.9 50.0% 0.16
Highlights available for subscribers Sign in
de_vertigo
vertigo
19 – 17
OT Lynn Vision WON
Round Timeline
CT win T win
HT
OT
Round — Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
z4kr
 32 20 2 1.60 31% 91.6 75.0% 0.6
westmelon
 30 23 9 1.30 47% 104.3 77.8% 0.6
Starry
 28 21 9 1.33 43% 88.2 77.8% 0.57
EmiliaQAQ
 18 21 4 0.86 56% 61.7 72.2% 0.41
V4D1M
 17 24 8 0.71 65% 72.7 69.4% 0.39
CT SIDE
Freeman
 23 27 7 0.85 65% 77.3 77.8% 0.47
Attacker
 22 20 4 1.10 64% 75.6 63.9% 0.48
DANK1NG
 21 28 12 0.75 24% 74.8 66.7% 0.34
Summer
 20 24 10 0.83 60% 79.9 75.0% 0.45
aristo
 20 26 2 0.77 35% 60.6 66.7% 0.34
Player K D A HS% ADR KAST% Impact
1ST HALF — T SIDE
z4kr
 15 10 2 40% 88.1 83.3% 0.61
westmelon
 22 10 5 50% 127.2 94.4% 0.89
Starry
 15 8 6 40% 92.3 88.9% 0.66
EmiliaQAQ
 9 9 3 56% 63.2 77.8% 0.45
V4D1M
 10 11 6 70% 78.9 77.8% 0.48
1ST HALF — CT SIDE
Freeman
 8 15 6 75% 68.9 72.2% 0.35
Attacker
 11 10 1 73% 86.0 66.7% 0.51
DANK1NG
 4 16 5 0% 46.8 55.6% 0.04
Summer
 11 14 4 73% 90.0 66.7% 0.45
aristo
 11 15 1 27% 63.6 55.6% 0.3
Player K D A HS% ADR KAST% Impact
2ND HALF — CT SIDE
z4kr
 17 10 0 24% 95.0 66.7% 0.6
westmelon
 8 13 4 38% 81.3 61.1% 0.32
Starry
 13 13 3 46% 84.1 66.7% 0.47
EmiliaQAQ
 9 12 1 56% 60.2 66.7% 0.37
V4D1M
 7 13 2 57% 66.4 61.1% 0.3
2ND HALF — T SIDE
Freeman
 15 12 1 60% 85.7 83.3% 0.6
Attacker
 11 10 3 55% 65.3 61.1% 0.44
DANK1NG
 17 12 7 29% 102.7 77.8% 0.62
Summer
 9 10 6 44% 69.7 83.3% 0.44
aristo
 9 11 1 44% 57.7 77.8% 0.39
Highlights available for subscribers Sign in
Match Stats — All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ Starry t1
53 34 12 1.56 51% 100.0 84.7% 59
z4kr t1
48 33 6 1.45 33% 88.2 76.3% 59
westmelon t1
47 36 13 1.31 60% 102.6 76.3% 59
Freeman t2
42 46 11 0.91 55% 88.0 76.3% 59
DANK1NG t2
36 45 16 0.80 36% 71.6 69.5% 59
V4D1M t1
35 40 14 0.88 57% 84.1 76.3% 59
Summer t2
34 42 15 0.81 59% 80.5 72.9% 59
aristo t2
33 46 7 0.72 45% 64.8 68.9% 61
EmiliaQAQ t1
33 36 10 0.92 58% 65.4 72.9% 59
Attacker t2
31 38 7 0.82 61% 70.2 59.3% 59
ANATY OBS JNZ t2
1 1 0 1.00 0% — 100.0% 46
@f0rever_cs t2
0 0 0 0.00 0% — 100.0% 61
LETN1 t2
0 0 0 0.00 0% — 100.0% 61
Player Awards
🔫
Top Fragger
Starry
53 kills
🎯
Headshot Machine
Starry
51% HS
53K
Per-Map Player Stats per map · sorted by kills
de_ancient ancient 11 players
Player K D A K/D HS% ADR KAST% Impact
⭐
Freeman
19 19 4 1.00 42% 104.7 73.9% 0.53
DANK1NG
15 17 4 0.88 53% 66.6 73.9% 0.44
Summer
14 18 5 0.78 57% 81.6 69.6% 0.42
aristo
13 20 5 0.65 62% 77.0 69.6% 0.38
Attacker
9 18 3 0.50 56% 61.6 52.2% 0.25
ANATY OBS JNZ
0 0 0 0.00 0% — 100.0% 0.25
Starry
25 13 3 1.92 60% 118.3 95.7% 0.83
V4D1M
18 16 6 1.12 50% 101.9 87.0% 0.59
westmelon
17 13 4 1.31 82% 100.0 73.9% 0.62
z4kr
16 13 4 1.23 38% 82.9 78.3% 0.52
EmiliaQAQ
15 15 6 1.00 60% 71.3 73.9% 0.48
de_vertigo vertigo 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
z4kr
32 20 2 1.60 31% 91.6 75.0% 0.6
westmelon
30 23 9 1.30 47% 104.3 77.8% 0.6
Starry
28 21 9 1.33 43% 88.2 77.8% 0.57
EmiliaQAQ
18 21 4 0.86 56% 61.7 72.2% 0.41
V4D1M
17 24 8 0.71 65% 72.7 69.4% 0.39
Freeman
23 27 7 0.85 65% 77.3 77.8% 0.47
Attacker
22 20 4 1.10 64% 75.6 63.9% 0.48
DANK1NG
21 28 12 0.75 24% 74.8 66.7% 0.34
Summer
20 24 10 0.83 60% 79.9 75.0% 0.45
aristo
20 26 2 0.77 35% 60.6 66.7% 0.34
de_ancient ancient 25 rounds
■ CT Win ■ T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $0 | CT $0
Round 3
T $0 | CT $0
Round 4
T $0 | CT $0
Round 5
T $0 | CT $0
Round 6
T $0 | CT $0
Round 7
T $0 | CT $0
Round 8
T $0 | CT $0
Round 9
T $0 | CT $0
Round 10
T $0 | CT $0
Round 11
T $0 | CT $0
Round 12
T $0 | CT $0
Round 13
T $0 | CT $0
Round 14
T $0 | CT $0
Round 15
T $0 | CT $0
HT
Round 16
T $0 | CT $0
Round 17
T $0 | CT $0
Round 18
T $0 | CT $0
Round 19
T $0 | CT $0
Round 20
T $0 | CT $0
Round 21
T $0 | CT $0
Round 22
T $0 | CT $0
Round 23
T $0 | CT $0
Round 24
T $0 | CT $0
Round 25
T $0 | CT $0
de_vertigo vertigo 36 rounds
■ CT Win ■ T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $0 | CT $0
Round 3
T $0 | CT $0
Round 4
T $0 | CT $0
Round 5
T $0 | CT $0
Round 6
T $0 | CT $0
Round 7
T $0 | CT $0
Round 8
T $0 | CT $0
Round 9
T $0 | CT $0
Round 10
T $0 | CT $0
Round 11
T $0 | CT $0
Round 12
T $0 | CT $0
Round 13
T $0 | CT $0
Round 14
T $0 | CT $0
Round 15
T $0 | CT $0
HT
Round 16
T $0 | CT $0
Round 17
T $0 | CT $0
Round 18
T $0 | CT $0
Round 19
T $0 | CT $0
Round 20
T $0 | CT $0
Round 21
T $0 | CT $0
Round 22
T $0 | CT $0
Round 23
T $0 | CT $0
Round 24
T $0 | CT $0
Round 25
T $0 | CT $0
Round 26
T $0 | CT $0
Round 27
T $0 | CT $0
Round 28
T $0 | CT $0
Round 29
T $0 | CT $0
Round 30
T $0 | CT $0
OT
Round 31
T $0 | CT $0
Round 32
T $0 | CT $0
Round 33
T $0 | CT $0
Round 34
T $0 | CT $0
Round 35
T $0 | CT $0
Round 36
T $0 | CT $0
Lynn Vision Eco Rating: 6.7
Avg Equip
$
Util Dmg
0.00
0.0/rd
Opening K
7
700%/rd
Trade Kill Rate 38%
Headshot% 67%
2K
7
3K
7
4K
1
5K
3
TYLOO Eco Rating: 5.0
Avg Equip
$
Util Dmg
0.00
0.0/rd
Opening K
16
1600%/rd
Trade Kill Rate 23%
Headshot% 50%
2K
1
3K
1
4K
4
5K
16
Lynn Vision Eco Rating: 6.7
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
67%
Trade Rate
38%
Opening K/Rd
700%
Util Dmg/Rd
—
Multi-Kill Rounds
2K
7
3K
7
4K
1
5K
3
Multi-Kill Score: 36
TYLOO Eco Rating: 5.0
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
50%
Trade Rate
23%
Opening K/Rd
1600%
Util Dmg/Rd
—
Multi-Kill Rounds
2K
1
3K
1
4K
4
5K
16
Multi-Kill Score: 79
Quantum Locked

Quantum signals require Uranium-tier data: <10% null features.

Lynn Vision
14 – 6
TYLOO
Recent Meetings
Lynn Vision 1 – 0 TYLOO Apr 2026 Lynn Vision 1 – 0 TYLOO Apr 2026 Lynn Vision 0 – 2 TYLOO Feb 2026 TYLOO 3 – 0 Lynn Vision Aug 2025 TYLOO 0 – 1 Lynn Vision Jun 2025
Player Performance
DEMO PARSED sorted by Impact
Impact = KPR×0.45 − DPR×0.30 + KAST×0.25 + HS%×0.15 + ADR/100×0.15  |  KAST = Kill/Assist/Survived/Traded per round  |  Source: awpy + demoparser2
de_ancient ancient 25 rounds
■ CT Win ■ T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 2 2 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 3 3 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 4 4 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 5 5 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 6 6 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 7 7 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 8 8 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 9 9 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 10 10 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 11 11 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 12 12 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 13 13 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 14 14 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 15 15 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
HT
Round 16 16 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 17 17 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 18 18 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 19 19 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 20 20 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 21 21 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 22 22 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 23 23 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 24 24 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 25 25 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
de_vertigo vertigo 36 rounds
■ CT Win ■ T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 2 2 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 3 3 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 4 4 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 5 5 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 6 6 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 7 7 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 8 8 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 9 9 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 10 10 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 11 11 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 12 12 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 13 13 — 1st half
T $0 | CT $0
T buy: — CT buy: —
Round 14 14 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 15 15 — 1st half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
HT
Round 16 16 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 17 17 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 18 18 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 19 19 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 20 20 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 21 21 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 22 22 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 23 23 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 24 24 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 25 25 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 26 26 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 27 27 — 2nd half
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 28 28 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 29 29 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
Round 30 30 — 2nd half
T $0 | CT $0
T buy: — CT buy: —
OT
Round 31 31 — OT
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 32 32 — OT
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 33 33 — OT
T $0 | CT $0
T buy: — CT buy: —
Round 34 34 — OT
T $0 | CT $0
T buy: — CT buy: —
Round 35 35 — OT
T $0 | CT $0
T buy: — CT buy: — Bomb planted
Round 36 36 — OT
T $0 | CT $0
T buy: — CT buy: — Bomb planted