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ESL Challenger League Season 50 Asia-Pacific Finalsยท A-TIER ONLINE BO3
FINAL 19 Nov 2025 21:10 UTC
Lynn Vision
Lynn Vision
Elo 1490
2 โ€“ 0
Winner: Lynn Vision
Chinggis Warriors
Chinggis Warriors
MN
Elo 1526
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 70% CONF WRONG
Lynn Vision 29.6% 70.4% Chinggis Warriors
Why this prediction?
โˆ’100.0 Elo advantage
+84.2 Elo implied probability
+75.5 Elo win probability
โˆ’46.2 Schedule difficulty edge
โˆ’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)
inferno
13 โ€“ 7
8|5vs3|4
Lynn Vision
dust2
13 โ€“ 7
8|5vs3|4
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
Starry
42
kills
Most HS
Starry
26
headshots
62% HS rate
Best K/D
Starry
1.45
K/D ratio
42K 29D
de_inferno
inferno
13 โ€“ 7
Lynn Vision WON
Round Timeline
CT win T win
HT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
tikuak
 17 15 โ€” 1.13 59% โ€” โ€” โ€”
cool4st-_-
 15 17 โ€” 0.88 40% โ€” โ€” โ€”
ROUX
 13 17 โ€” 0.76 54% โ€” โ€” โ€”
yAmi
 11 19 โ€” 0.58 73% โ€” โ€” โ€”
Efire
 6 17 โ€” 0.35 83% โ€” โ€” โ€”
CT SIDE
Starry
 24 14 โ€” 1.71 67% โ€” โ€” โ€”
EmiliaQAQ
 20 12 โ€” 1.67 45% โ€” โ€” โ€”
C4LLM3SU3
 15 12 โ€” 1.25 33% โ€” โ€” โ€”
z4KR
 14 10 โ€” 1.40 50% โ€” โ€” โ€”
#40040
 14 16 โ€” 0.88 50% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
tikuak
 12 9 โ€” 67% โ€” โ€” โ€”
cool4st-_-
 10 11 โ€” 30% โ€” โ€” โ€”
ROUX
 6 11 โ€” 50% โ€” โ€” โ€”
yAmi
 5 12 โ€” 80% โ€” โ€” โ€”
Efire
 1 11 โ€” 100% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
Starry
 16 7 โ€” 62% โ€” โ€” โ€”
EmiliaQAQ
 14 7 โ€” 36% โ€” โ€” โ€”
C4LLM3SU3
 10 6 โ€” 30% โ€” โ€” โ€”
z4KR
 9 6 โ€” 33% โ€” โ€” โ€”
#40040
 6 9 โ€” 50% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
tikuak
 5 6 โ€” 40% โ€” โ€” โ€”
cool4st-_-
 5 6 โ€” 60% โ€” โ€” โ€”
ROUX
 7 6 โ€” 57% โ€” โ€” โ€”
yAmi
 6 7 โ€” 67% โ€” โ€” โ€”
Efire
 5 6 โ€” 80% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
Starry
 8 7 โ€” 75% โ€” โ€” โ€”
EmiliaQAQ
 6 5 โ€” 67% โ€” โ€” โ€”
C4LLM3SU3
 5 6 โ€” 40% โ€” โ€” โ€”
z4KR
 5 4 โ€” 80% โ€” โ€” โ€”
#40040
 8 7 โ€” 50% โ€” โ€” โ€”
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 7
Lynn Vision WON
Round Timeline
CT win T win
HT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
yAmi
 18 13 โ€” 1.38 44% โ€” โ€” โ€”
cool4st-_-
 14 14 โ€” 1.00 29% โ€” โ€” โ€”
tikuak
 14 16 โ€” 0.88 43% โ€” โ€” โ€”
ROUX
 11 14 โ€” 0.79 64% โ€” โ€” โ€”
Efire
 8 15 โ€” 0.53 50% โ€” โ€” โ€”
CT SIDE
Starry
 18 15 โ€” 1.20 56% โ€” โ€” โ€”
#40040
 17 14 โ€” 1.21 47% โ€” โ€” โ€”
EmiliaQAQ
 14 13 โ€” 1.08 36% โ€” โ€” โ€”
C4LLM3SU3
 14 14 โ€” 1.00 36% โ€” โ€” โ€”
z4KR
 13 13 โ€” 1.00 31% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
yAmi
 14 8 โ€” 36% โ€” โ€” โ€”
cool4st-_-
 7 8 โ€” 29% โ€” โ€” โ€”
tikuak
 7 10 โ€” 43% โ€” โ€” โ€”
ROUX
 7 8 โ€” 57% โ€” โ€” โ€”
Efire
 3 8 โ€” 100% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
Starry
 10 9 โ€” 50% โ€” โ€” โ€”
#40040
 10 8 โ€” 60% โ€” โ€” โ€”
EmiliaQAQ
 11 7 โ€” 27% โ€” โ€” โ€”
C4LLM3SU3
 6 7 โ€” 33% โ€” โ€” โ€”
z4KR
 6 8 โ€” 33% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
yAmi
 4 5 โ€” 75% โ€” โ€” โ€”
cool4st-_-
 7 6 โ€” 29% โ€” โ€” โ€”
tikuak
 7 6 โ€” 43% โ€” โ€” โ€”
ROUX
 4 6 โ€” 75% โ€” โ€” โ€”
Efire
 5 7 โ€” 20% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
Starry
 8 6 โ€” 62% โ€” โ€” โ€”
#40040
 7 6 โ€” 29% โ€” โ€” โ€”
EmiliaQAQ
 3 6 โ€” 67% โ€” โ€” โ€”
C4LLM3SU3
 8 7 โ€” 38% โ€” โ€” โ€”
z4KR
 7 5 โ€” 29% โ€” โ€” โ€”
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ Starry t2
42 29 โ€” 1.45 62% โ€” โ€” โ€”
EmiliaQAQ t2
34 25 โ€” 1.36 41% โ€” โ€” โ€”
tikuak t1
31 31 โ€” 1.00 52% โ€” โ€” โ€”
#40040 t2
31 30 โ€” 1.03 48% โ€” โ€” โ€”
yAmi t1
29 32 โ€” 0.91 55% โ€” โ€” โ€”
cool4st-_- t1
29 31 โ€” 0.94 34% โ€” โ€” โ€”
C4LLM3SU3 t2
29 26 โ€” 1.12 34% โ€” โ€” โ€”
z4KR t2
27 23 โ€” 1.17 41% โ€” โ€” โ€”
ROUX t1
24 31 โ€” 0.77 58% โ€” โ€” โ€”
Efire t1
14 32 โ€” 0.44 64% โ€” โ€” โ€”
Player Awards
🔫
Top Fragger
Starry
42 kills
🎯
Headshot Machine
Starry
62% HS
42K
Per-Map Player Stats per map ยท sorted by kills
de_inferno inferno 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
tikuak
17 15 โ€” 1.13 59% โ€” โ€” โ€”
cool4st-_-
15 17 โ€” 0.88 40% โ€” โ€” โ€”
ROUX
13 17 โ€” 0.76 54% โ€” โ€” โ€”
yAmi
11 19 โ€” 0.58 73% โ€” โ€” โ€”
Efire
6 17 โ€” 0.35 83% โ€” โ€” โ€”
Starry
24 14 โ€” 1.71 67% โ€” โ€” โ€”
EmiliaQAQ
20 12 โ€” 1.67 45% โ€” โ€” โ€”
C4LLM3SU3
15 12 โ€” 1.25 33% โ€” โ€” โ€”
z4KR
14 10 โ€” 1.40 50% โ€” โ€” โ€”
#40040
14 16 โ€” 0.88 50% โ€” โ€” โ€”
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
yAmi
18 13 โ€” 1.38 44% โ€” โ€” โ€”
cool4st-_-
14 14 โ€” 1.00 29% โ€” โ€” โ€”
tikuak
14 16 โ€” 0.88 43% โ€” โ€” โ€”
ROUX
11 14 โ€” 0.79 64% โ€” โ€” โ€”
Efire
8 15 โ€” 0.53 50% โ€” โ€” โ€”
Starry
18 15 โ€” 1.20 56% โ€” โ€” โ€”
#40040
17 14 โ€” 1.21 47% โ€” โ€” โ€”
EmiliaQAQ
14 13 โ€” 1.08 36% โ€” โ€” โ€”
C4LLM3SU3
14 14 โ€” 1.00 36% โ€” โ€” โ€”
z4KR
13 13 โ€” 1.00 31% โ€” โ€” โ€”
de_dust2 dust2 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $3900 | CT $3250
Round 3
T $4350 | CT $4300
Round 4
T $10650 | CT $20000
Round 5
T $4200 | CT $23550
Round 6
T $26000 | CT $29550
Round 7
T $23800 | CT $30050
Round 8
T $27100 | CT $30950
Round 9
T $26750 | CT $24600
Round 10
T $27250 | CT $29550
Round 11
T $23850 | CT $28950
Round 12
T $27350 | CT $28100
Round 13
T $26350 | CT $28450
Round 14
T $25400 | CT $24300
Round 15
T $4250 | CT $4400
HT
Round 16
T $19300 | CT $11300
Round 17
T $24200 | CT $9200
Round 18
T $27250 | CT $23500
Round 19
T $27350 | CT $19500
Round 20
T $18850 | CT $24850
Round 21
T $1500 | CT $28250
Round 22
T $22800 | CT $28050
de_inferno inferno 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $3900 | CT $3250
Round 3
T $4400 | CT $4300
Round 4
T $20150 | CT $10700
Round 5
T $14350 | CT $27000
Round 6
T $1500 | CT $29150
Round 7
T $23200 | CT $30700
Round 8
T $23750 | CT $22450
Round 9
T $10900 | CT $24500
Round 10
T $19250 | CT $27450
Round 11
T $24800 | CT $28700
Round 12
T $23350 | CT $29500
Round 13
T $7700 | CT $29850
Round 14
T $26550 | CT $24150
Round 15
T $5550 | CT $4400
HT
Round 16
T $10100 | CT $22450
Round 17
T $23550 | CT $14850
Round 18
T $22500 | CT $1000
Round 19
T $26350 | CT $29650
Round 20
T $27450 | CT $17450
Round 21
T $16900 | CT $25450
Round 22
T $19800 | CT $10650
Chinggis Warriors Eco Rating: 4.6
Eco rounds
0/7 W (0%)
Force buy
0/5 W (0%)
Full buy
22 rounds
Avg Equip
$20768
Util Dmg
1351.00
39.7/rd
Opening K
13
38%/rd
Trade Kill Rate 32%
Headshot% 46%
2K
1
3K
0
4K
1
5K
19
Lynn Vision Eco Rating: 5.1
Eco rounds
0/8 W (0%)
Force buy
0/6 W (0%)
Full buy
11 rounds
Avg Equip
$18058
Util Dmg
998.00
39.9/rd
Opening K
8
32%/rd
Trade Kill Rate 45%
Headshot% 51%
2K
2
3K
0
4K
1
5K
17
CQ Feature Intelligence 524 features
null: 43.5% โฌก Gold
Form (30d / 90d)
WR 30d
50.0% vs โ€”
WR 90d
61.1% vs 25.0%
Rating 30d
1.02 vs 1.27
Form Slope
โ†‘0.090 vs โ€”
Map Intelligence
CT WR 90d
41.7% vs โ€”
T WR 90d
33.3% vs โ€”
Pool Depth
2.0 vs 4.0
Team Dynamics
Days Rest
3.0d vs 5.0d
Roster Stab
โ€” vs โ€”
Synergy
1.08 vs 0.26
Elo ฮ” -176
Elo Win% 26.6%
Chinggis Warriors Eco Rating: 4.6
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
46%
Trade Rate
32%
Opening K/Rd
38%
Util Dmg/Rd
39.7
Multi-Kill Rounds
2K
1
3K
0
4K
1
5K
19
Multi-Kill Score: 80
Lynn Vision Eco Rating: 5.1
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
51%
Trade Rate
45%
Opening K/Rd
32%
Util Dmg/Rd
39.9
Multi-Kill Rounds
2K
2
3K
0
4K
1
5K
17
Multi-Kill Score: 73
Quantum Locked

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

Current: 43.5% null Target: <10%
More features will unlock as demo parsing progresses
Lynn Vision
6 โ€“ 1
Chinggis Warriors
Recent Meetings
Chinggis Warriors 0 โ€“ 2 Lynn Vision Mar 2026 Lynn Vision 2 โ€“ 0 Chinggis Warriors Feb 2026 Lynn Vision 2 โ€“ 0 Chinggis Warriors Nov 2025 Chinggis Warriors 0 โ€“ 3 Lynn Vision Jun 2025 Chinggis Warriors 0 โ€“ 1 Lynn Vision Jan 2025
Player Performance
DEMO PARSED sorted by Impact
Impact = KPRร—0.45 โˆ’ DPRร—0.30 + KASTร—0.25 + HS%ร—0.15 + ADR/100ร—0.15  |  KAST = Kill/Assist/Survived/Traded per round  |  Source: awpy + demoparser2
de_dust2 dust2 22 rounds
โ–  CT Win โ–  T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $3900 | CT $3250
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $4350 | CT $4300
T buy: eco CT buy: eco
Round 4 4 โ€” 1st half
T $10650 | CT $20000
T buy: force_buy CT buy: half_buy
Round 5 5 โ€” 1st half
T $4200 | CT $23550
T buy: eco CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $26000 | CT $29550
T buy: half_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $23800 | CT $30050
T buy: half_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $27100 | CT $30950
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $26750 | CT $24600
T buy: half_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27250 | CT $29550
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $23850 | CT $28950
T buy: half_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27350 | CT $28100
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $26350 | CT $28450
T buy: half_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $25400 | CT $24300
T buy: half_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $4250 | CT $4400
T buy: eco CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $19300 | CT $11300
T buy: half_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $24200 | CT $9200
T buy: full_buy CT buy: force_buy Bomb planted
Round 18 18 โ€” 2nd half
T $27250 | CT $23500
T buy: full_buy CT buy: half_buy Bomb planted
Round 19 19 โ€” 2nd half
T $27350 | CT $19500
T buy: full_buy CT buy: half_buy
Round 20 20 โ€” 2nd half
T $18850 | CT $24850
T buy: half_buy CT buy: half_buy
Round 21 21 โ€” 2nd half
T $1500 | CT $28250
T buy: eco CT buy: full_buy
Round 22 22 โ€” 2nd half
T $22800 | CT $28050
T buy: full_buy CT buy: full_buy
de_inferno inferno 22 rounds
โ–  CT Win โ–  T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed
Round 1 1 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $3900 | CT $3250
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $4400 | CT $4300
T buy: eco CT buy: eco
Round 4 4 โ€” 1st half
T $20150 | CT $10700
T buy: half_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $14350 | CT $27000
T buy: force_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $1500 | CT $29150
T buy: eco CT buy: full_buy
Round 7 7 โ€” 1st half
T $23200 | CT $30700
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $23750 | CT $22450
T buy: half_buy CT buy: half_buy Bomb planted
Round 9 9 โ€” 1st half
T $10900 | CT $24500
T buy: force_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $19250 | CT $27450
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $24800 | CT $28700
T buy: half_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $23350 | CT $29500
T buy: half_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $7700 | CT $29850
T buy: force_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $26550 | CT $24150
T buy: half_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $5550 | CT $4400
T buy: force_buy CT buy: eco
HT
Round 16 16 โ€” 2nd half
T $10100 | CT $22450
T buy: force_buy CT buy: half_buy Bomb planted
Round 17 17 โ€” 2nd half
T $23550 | CT $14850
T buy: full_buy CT buy: force_buy
Round 18 18 โ€” 2nd half
T $22500 | CT $1000
T buy: full_buy CT buy: eco Bomb planted
Round 19 19 โ€” 2nd half
T $26350 | CT $29650
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27450 | CT $17450
T buy: full_buy CT buy: half_buy
Round 21 21 โ€” 2nd half
T $16900 | CT $25450
T buy: half_buy CT buy: half_buy Bomb planted
Round 22 22 โ€” 2nd half
T $19800 | CT $10650
T buy: half_buy CT buy: force_buy Bomb planted