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Winline Insight Season 7 Closed Qualifierยท T3 ONLINE BO3
FINAL 20 May 2025 20:57 UTC
PE
PERPLEXITY
Elo 1503
2 โ€“ 0
Winner: PERPLEXITY
IN
inputprayers
Elo 1539
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 65% CONF WRONG
PERPLEXITY 34.8% 65.2% inputprayers
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)
anubis
13 โ€“ 7
5|8vs4|3
PERPLEXITY
train
13 โ€“ 8
6|7vs5|3
PERPLEXITY
Match Highlights Demo parsed
Top Performers
Top Fragger
xdxdxdd111
34
kills
ADR 93.0
Top Assist
VILBy
16
assists
4 flash
Best ADR
xdxdxdd111
93.0
avg dmg/rd
34K 25D
Best KAST
xdxdxdd111
79.1%
KAST
34K 25D
Most HS
xdxdxdd111
17
headshots
50% HS rate
Best K/D
xdxdxdd111
1.36
K/D ratio
34K 25D
de_anubis
anubis
13 โ€“ 7
PERPLEXITY 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
xdxdxdd111
 19 11 6 1.73 47% 97.7 85.7% 0.68
El1an
 15 13 5 1.15 20% 79.6 76.2% 0.48
VILBy
 13 12 10 1.08 31% 86.6 90.5% 0.51
m1QUSE666
 12 13 5 0.92 25% 67.8 85.7% 0.42
bluewh1te
 11 16 4 0.69 64% 56.3 61.9% 0.34
CT SIDE
M4SON-
 19 14 1 1.36 53% 94.1 81.0% 0.63
Extinct
 13 14 6 0.93 77% 79.5 76.2% 0.5
ARTIST-
 12 15 5 0.80 42% 63.0 61.9% 0.36
Rezst
 10 12 6 0.83 40% 66.0 81.0% 0.4
Tree60
 10 14 6 0.71 30% 56.7 66.7% 0.31
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
xdxdxdd111
 13 4 2 46% 137.6 100.0% 1.04
El1an
 5 7 3 0% 68.3 77.8% 0.31
VILBy
 4 7 3 50% 74.4 88.9% 0.38
m1QUSE666
 3 8 3 33% 53.3 66.7% 0.18
bluewh1te
 4 7 2 100% 57.9 66.7% 0.37
1ST HALF โ€” CT SIDE
M4SON-
 8 7 1 62% 107.4 77.8% 0.62
Extinct
 6 6 5 100% 105.4 88.9% 0.63
ARTIST-
 6 5 2 17% 63.0 66.7% 0.42
Rezst
 7 4 2 14% 84.7 88.9% 0.59
Tree60
 5 6 4 20% 62.0 77.8% 0.37
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
xdxdxdd111
 6 7 4 50% 67.8 75.0% 0.41
El1an
 10 6 2 30% 88.0 75.0% 0.59
VILBy
 9 5 7 22% 95.8 91.7% 0.62
m1QUSE666
 9 5 2 22% 78.6 100.0% 0.61
bluewh1te
 7 9 2 43% 55.1 58.3% 0.33
2ND HALF โ€” T SIDE
M4SON-
 11 7 0 45% 84.1 83.3% 0.64
Extinct
 7 8 1 57% 60.0 66.7% 0.4
ARTIST-
 6 10 3 67% 63.1 58.3% 0.32
Rezst
 3 8 4 100% 52.1 75.0% 0.33
Tree60
 5 8 2 40% 52.7 58.3% 0.27
Highlights available for subscribers Sign in
de_train
train
13 โ€“ 8
PERPLEXITY 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
m1QUSE666
 20 15 3 1.33 20% 102.9 72.7% 0.57
xdxdxdd111
 15 14 5 1.07 53% 88.5 72.7% 0.51
VILBy
 13 14 6 0.93 54% 71.4 68.2% 0.43
El1an
 12 14 1 0.86 33% 57.5 63.6% 0.35
bluewh1te
 11 14 2 0.79 64% 61.3 68.2% 0.39
CT SIDE
Extinct
 18 14 6 1.29 39% 87.8 72.7% 0.55
ARTIST-
 17 12 5 1.42 35% 93.1 77.3% 0.57
Tree60
 15 14 5 1.07 73% 82.0 77.3% 0.54
M4SON-
 13 17 7 0.76 46% 82.1 72.7% 0.41
Rezst
 10 17 4 0.59 50% 59.6 59.1% 0.28
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
m1QUSE666
 3 9 2 67% 52.6 50.0% 0.17
xdxdxdd111
 9 8 1 33% 102.3 70.0% 0.54
VILBy
 7 8 1 71% 74.0 50.0% 0.42
El1an
 1 9 1 100% 13.4 30.0% 0.02
bluewh1te
 1 8 0 0% 15.3 30.0% -0.1
1ST HALF โ€” CT SIDE
Extinct
 10 4 4 30% 96.4 80.0% 0.72
ARTIST-
 10 3 2 30% 116.0 90.0% 0.8
Tree60
 9 3 1 56% 89.2 90.0% 0.76
M4SON-
 9 5 4 56% 125.6 90.0% 0.75
Rezst
 5 7 3 60% 60.9 70.0% 0.37
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
m1QUSE666
 17 6 1 12% 144.8 91.7% 0.95
xdxdxdd111
 6 6 4 83% 77.1 75.0% 0.5
VILBy
 6 6 5 33% 69.2 83.3% 0.44
El1an
 11 5 0 27% 94.2 91.7% 0.7
bluewh1te
 10 6 2 70% 99.7 100.0% 0.73
2ND HALF โ€” T SIDE
Extinct
 8 10 2 50% 80.7 66.7% 0.41
ARTIST-
 7 9 3 43% 74.0 66.7% 0.38
Tree60
 6 11 4 100% 75.9 66.7% 0.38
M4SON-
 4 12 3 25% 45.9 58.3% 0.1
Rezst
 5 10 1 40% 58.5 50.0% 0.21
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ xdxdxdd111 t1
34 25 11 1.36 50% 93.0 79.1% 43
m1QUSE666 t1
32 28 8 1.14 22% 85.7 79.1% 43
M4SON- t2
32 31 8 1.03 50% 88.0 76.7% 43
Extinct t2
31 28 12 1.11 55% 83.7 74.4% 43
ARTIST- t2
29 27 10 1.07 38% 78.4 69.8% 43
El1an t1
27 27 6 1.00 26% 68.3 69.8% 43
VILBy t1
26 26 16 1.00 42% 78.8 79.1% 43
Tree60 t2
25 28 11 0.89 56% 69.6 72.1% 43
bluewh1te t1
22 30 6 0.73 64% 58.9 65.1% 43
Rezst t2
20 29 10 0.69 45% 62.7 69.8% 43
Player Awards
🔫
Top Fragger
xdxdxdd111
34 kills
🎯
Headshot Machine
xdxdxdd111
50% HS
34K
Per-Map Player Stats per map ยท sorted by kills
de_anubis anubis 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
xdxdxdd111
19 11 6 1.73 47% 97.7 85.7% 0.68
El1an
15 13 5 1.15 20% 79.6 76.2% 0.48
VILBy
13 12 10 1.08 31% 86.6 90.5% 0.51
m1QUSE666
12 13 5 0.92 25% 67.8 85.7% 0.42
bluewh1te
11 16 4 0.69 64% 56.3 61.9% 0.34
M4SON-
19 14 1 1.36 53% 94.1 81.0% 0.63
Extinct
13 14 6 0.93 77% 79.5 76.2% 0.5
ARTIST-
12 15 5 0.80 42% 63.0 61.9% 0.36
Rezst
10 12 6 0.83 40% 66.0 81.0% 0.4
Tree60
10 14 6 0.71 30% 56.7 66.7% 0.31
de_train train 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
m1QUSE666
20 15 3 1.33 20% 102.9 72.7% 0.57
xdxdxdd111
15 14 5 1.07 53% 88.5 72.7% 0.51
VILBy
13 14 6 0.93 54% 71.4 68.2% 0.43
El1an
12 14 1 0.86 33% 57.5 63.6% 0.35
bluewh1te
11 14 2 0.79 64% 61.3 68.2% 0.39
Extinct
18 14 6 1.29 39% 87.8 72.7% 0.55
ARTIST-
17 12 5 1.42 35% 93.1 77.3% 0.57
Tree60
15 14 5 1.07 73% 82.0 77.3% 0.54
M4SON-
13 17 7 0.76 46% 82.1 72.7% 0.41
Rezst
10 17 4 0.59 50% 59.6 59.1% 0.28
de_anubis anubis 21 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4400 | CT $4300
Round 3
T $18700 | CT $11950
Round 4
T $19300 | CT $9600
Round 5
T $26650 | CT $27950
Round 6
T $19950 | CT $30050
Round 7
T $5500 | CT $30650
Round 8
T $20300 | CT $31000
Round 9
T $24400 | CT $29100
Round 10
T $27750 | CT $26200
Round 11
T $23850 | CT $6950
Round 12
T $26100 | CT $27850
Round 13
T $20600 | CT $33800
Round 14
T $4250 | CT $4250
Round 15
T $15350 | CT $21650
HT
Round 16
T $3000 | CT $26250
Round 17
T $25500 | CT $30300
Round 18
T $22800 | CT $31650
Round 19
T $27450 | CT $27150
Round 20
T $27850 | CT $6700
Round 21
T $27750 | CT $23600
de_train train 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4650 | CT $4700
Round 3
T $12050 | CT $22300
Round 4
T $7650 | CT $28200
Round 5
T $24000 | CT $29700
Round 6
T $25600 | CT $21550
Round 7
T $27850 | CT $15400
Round 8
T $27650 | CT $25050
Round 9
T $25100 | CT $11500
Round 10
T $27450 | CT $25350
Round 11
T $12050 | CT $28500
Round 12
T $2150 | CT $30300
Round 13
T $24800 | CT $32200
Round 14
T $4250 | CT $4200
Round 15
T $1000 | CT $20250
HT
Round 16
T $25250 | CT $23450
Round 17
T $27450 | CT $29200
Round 18
T $21050 | CT $28800
Round 19
T $2500 | CT $28900
Round 20
T $25650 | CT $31000
Round 21
T $9800 | CT $30950
Round 22
T $26000 | CT $31050
inputprayers Eco Rating: 10.5
Eco rounds
4/6 W (67%)
Force buy
0/5 W (0%)
Full buy
27 rounds
Avg Equip
$22093
Util Dmg
1.00
0.0/rd
Opening K
15
39%/rd
Trade Kill Rate 35%
Headshot% 38%
2K
0
3K
1
4K
1
5K
21
PERPLEXITY Eco Rating: 7.2
Eco rounds
2/10 W (20%)
Force buy
0/5 W (0%)
Full buy
21 rounds
Avg Equip
$17719
Util Dmg
5.00
0.1/rd
Opening K
8
22%/rd
Trade Kill Rate 46%
Headshot% 52%
2K
2
3K
1
4K
2
5K
15
CQ Feature Intelligence 534 features
null: 69.1% โฌก Gold
Form (30d / 90d)
WR 30d
66.7% vs โ€”
WR 90d
66.7% vs โ€”
Rating 30d
0.98 vs โ€”
Map Intelligence
CT WR 90d
46.2% vs โ€”
T WR 90d
47.1% vs โ€”
Pool Depth
โ€” vs โ€”
Team Dynamics
Days Rest
2.0d vs 30.0d
Roster Stab
โ€” vs โ€”
Elo ฮ” -43
Elo Win% 43.9%
inputprayers Eco Rating: 10.5
Economy Mastery
Eco Win%
67%
Force Win%
0%
Kill Quality
Headshot%
38%
Trade Rate
35%
Opening K/Rd
39%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
0
3K
1
4K
1
5K
21
Multi-Kill Score: 89
PERPLEXITY Eco Rating: 7.2
Economy Mastery
Eco Win%
20%
Force Win%
0%
Kill Quality
Headshot%
52%
Trade Rate
46%
Opening K/Rd
22%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
2
3K
1
4K
2
5K
15
Multi-Kill Score: 70
Quantum Locked

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

Current: 69.1% null Target: <10%
More features will unlock as demo parsing progresses
PERPLEXITY
1 โ€“ 0
inputprayers
Recent Meetings
PERPLEXITY 2 โ€“ 0 inputprayers May 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_anubis anubis 21 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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4400 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $18700 | CT $11950
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $19300 | CT $9600
T buy: half_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $26650 | CT $27950
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $19950 | CT $30050
T buy: half_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $5500 | CT $30650
T buy: force_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $20300 | CT $31000
T buy: half_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $24400 | CT $29100
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27750 | CT $26200
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $23850 | CT $6950
T buy: full_buy CT buy: force_buy Bomb planted
Round 12 12 โ€” 1st half
T $26100 | CT $27850
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $20600 | CT $33800
T buy: half_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4250 | CT $4250
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $15350 | CT $21650
T buy: half_buy CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $3000 | CT $26250
T buy: eco CT buy: full_buy
Round 17 17 โ€” 2nd half
T $25500 | CT $30300
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $22800 | CT $31650
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $27450 | CT $27150
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27850 | CT $6700
T buy: full_buy CT buy: force_buy
Round 21 21 โ€” 2nd half
T $27750 | CT $23600
T buy: full_buy CT buy: full_buy Bomb planted
de_train train 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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4650 | CT $4700
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $12050 | CT $22300
T buy: force_buy CT buy: half_buy Bomb planted
Round 4 4 โ€” 1st half
T $7650 | CT $28200
T buy: force_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $24000 | CT $29700
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $25600 | CT $21550
T buy: full_buy CT buy: half_buy Bomb planted
Round 7 7 โ€” 1st half
T $27850 | CT $15400
T buy: full_buy CT buy: half_buy Bomb planted
Round 8 8 โ€” 1st half
T $27650 | CT $25050
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $25100 | CT $11500
T buy: full_buy CT buy: force_buy
Round 10 10 โ€” 1st half
T $27450 | CT $25350
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $12050 | CT $28500
T buy: force_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $2150 | CT $30300
T buy: eco CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $24800 | CT $32200
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4250 | CT $4200
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1000 | CT $20250
T buy: eco CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $25250 | CT $23450
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $27450 | CT $29200
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $21050 | CT $28800
T buy: half_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $2500 | CT $28900
T buy: eco CT buy: full_buy
Round 20 20 โ€” 2nd half
T $25650 | CT $31000
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $9800 | CT $30950
T buy: force_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $26000 | CT $31050
T buy: full_buy CT buy: full_buy