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Winline Insight Season 7ยท T3 ONLINE BO3
FINAL 07 Jul 2025 21:14 UTC
RUBY
RUBY
BY
Elo 1456
0 โ€“ 3
Winner: Alliance
Alliance
Alliance
SE
Elo 1583
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 62% CONF WRONG
RUBY 62.1% 37.9% Alliance
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)
nuke
3 โ€“ 13
3|?vs4|9
Alliance
dust2
13 โ€“ 11
8|5vs7|4
RUBY
train
12 โ€“ 16
10|2vs10|2
Alliance
Match Highlights Demo parsed
Top Performers
Top Fragger
H4SAN4TOR
47
kills
ADR 111.6
Top Assist
Twist
16
assists
0 flash
Best ADR
H4SAN4TOR
111.6
avg dmg/rd
47K 36D
Best KAST
avid-
95.8%
KAST
46K 28D
Most HS
upE
34
headshots
74% HS rate
Best K/D
avid-
1.64
K/D ratio
46K 28D
de_nuke
nuke
3 โ€“ 13
Alliance 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
Sowalio
 16 15 3 1.07 44% 92.8 64.7% 0.53
maQuein
 15 12 4 1.25 60% 98.7 64.7% 0.59
H4SAN4TOR
 10 15 4 0.67 40% 81.1 64.7% 0.34
fozil
 7 14 1 0.50 57% 58.1 47.1% 0.23
smokeynaga7a
 6 15 3 0.40 17% 54.4 47.1% 0.12
CT SIDE
upE
 24 9 3 2.67 67% 140.4 94.1% 1.02
poiii-
 15 10 5 1.50 80% 109.8 76.5% 0.7
avid-
 13 11 6 1.18 46% 97.1 100.0% 0.61
eraa-_-
 13 13 5 1.00 38% 95.5 88.2% 0.54
Twist
 6 11 4 0.55 50% 57.2 82.4% 0.33
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Sowalio
 3 4 0 0% 48.2 40.0% 0.2
maQuein
 3 5 1 67% 80.6 60.0% 0.34
H4SAN4TOR
 2 4 1 0% 43.2 60.0% 0.15
fozil
 0 4 1 0% 26.2 20.0% -0.15
smokeynaga7a
 4 4 0 25% 92.6 60.0% 0.45
1ST HALF โ€” CT SIDE
upE
 9 2 0 67% 165.6 80.0% 1.24
poiii-
 4 2 4 50% 138.0 80.0% 0.72
avid-
 4 3 2 75% 109.0 100.0% 0.71
eraa-_-
 2 3 1 0% 35.8 100.0% 0.3
Twist
 1 1 1 0% 51.8 80.0% 0.31
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Sowalio
 13 11 3 54% 111.3 75.0% 0.65
maQuein
 12 7 3 58% 106.2 66.7% 0.69
H4SAN4TOR
 8 11 3 50% 96.8 66.7% 0.41
fozil
 7 10 0 57% 71.4 58.3% 0.35
smokeynaga7a
 2 11 3 0% 38.4 41.7% -0.04
2ND HALF โ€” T SIDE
upE
 15 7 3 67% 129.9 100.0% 0.93
poiii-
 11 8 1 91% 98.0 75.0% 0.68
avid-
 9 8 4 33% 92.2 100.0% 0.58
eraa-_-
 11 10 4 45% 120.3 83.3% 0.62
Twist
 5 10 3 60% 59.5 83.3% 0.32
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 11
RUBY WON
Round Timeline
CT win T win
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
Twist
 3 1 0 3.00 0% 160.5 50.0% 0.89
avid-
 1 1 0 1.00 0% 13.0 50.0% 0.22
upE
 1 2 0 0.50 100% 63.0 50.0% 0.29
eraa-_-
 1 1 1 1.00 0% 92.0 100.0% 0.46
poiii-
 0 1 1 0.00 0% 42.0 50.0% 0.04
CT SIDE
H4SAN4TOR
 3 1 1 3.00 67% 127.5 100.0% 1.07
maQuein
 2 1 0 2.00 0% 149.0 50.0% 0.65
smokeynaga7a
 1 1 0 1.00 100% 50.0 100.0% 0.55
Sowalio
 0 1 1 0.00 0% 26.5 50.0% 0.01
fozil
 0 2 1 0.00 0% 69.5 50.0% -0.07
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Twist
 3 1 0 0% 160.5 50.0% 0.89
avid-
 1 1 0 0% 13.0 50.0% 0.22
upE
 1 2 0 100% 63.0 50.0% 0.29
eraa-_-
 1 1 1 0% 92.0 100.0% 0.46
poiii-
 0 1 1 0% 42.0 50.0% 0.04
1ST HALF โ€” CT SIDE
H4SAN4TOR
 3 1 1 67% 127.5 100.0% 1.07
maQuein
 2 1 0 0% 149.0 50.0% 0.65
smokeynaga7a
 1 1 0 100% 50.0 100.0% 0.55
Sowalio
 0 1 1 0% 26.5 50.0% 0.01
fozil
 0 2 1 0% 69.5 50.0% -0.07
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Twist
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
avid-
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
upE
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
eraa-_-
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
poiii-
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
2ND HALF โ€” T SIDE
H4SAN4TOR
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
maQuein
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
smokeynaga7a
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
Sowalio
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
fozil
 โ€” โ€” โ€” โ€” โ€” โ€” โ€”
Highlights available for subscribers Sign in
de_train
train
12 โ€“ 16
Alliance 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
H4SAN4TOR
 34 20 4 1.70 59% 128.3 69.0% 0.77
maQuein
 25 21 3 1.19 28% 86.0 72.4% 0.52
fozil
 14 24 1 0.58 79% 50.2 69.0% 0.34
smokeynaga7a
 13 24 9 0.54 46% 63.0 65.5% 0.28
Sowalio
 12 24 9 0.50 50% 64.9 69.0% 0.28
CT SIDE
avid-
 32 16 4 2.00 72% 112.7 96.6% 0.85
eraa-_-
 25 22 7 1.14 32% 95.7 79.3% 0.55
Twist
 22 23 12 0.96 77% 93.3 79.3% 0.56
upE
 21 20 8 1.05 81% 96.7 79.3% 0.58
poiii-
 15 20 5 0.75 33% 57.6 75.9% 0.35
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
H4SAN4TOR
 12 13 2 42% 91.1 56.2% 0.43
maQuein
 11 14 1 36% 72.8 62.5% 0.37
fozil
 6 15 0 83% 40.1 62.5% 0.23
smokeynaga7a
 5 15 2 40% 45.6 50.0% 0.11
Sowalio
 5 15 4 80% 51.0 62.5% 0.21
1ST HALF โ€” CT SIDE
avid-
 20 6 2 80% 123.5 100.0% 1.01
eraa-_-
 19 10 3 26% 127.7 87.5% 0.8
Twist
 13 9 8 69% 96.6 87.5% 0.66
upE
 9 9 8 78% 84.5 93.8% 0.56
poiii-
 13 8 2 23% 75.8 87.5% 0.58
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
H4SAN4TOR
 22 7 2 68% 174.2 84.6% 1.17
maQuein
 14 7 2 21% 102.4 84.6% 0.72
fozil
 8 9 1 75% 62.7 76.9% 0.47
smokeynaga7a
 8 9 7 50% 84.5 84.6% 0.48
Sowalio
 7 9 5 29% 82.0 76.9% 0.39
2ND HALF โ€” T SIDE
avid-
 12 10 2 58% 99.3 92.3% 0.65
eraa-_-
 6 12 4 50% 56.3 69.2% 0.26
Twist
 9 14 4 89% 89.2 69.2% 0.43
upE
 12 11 0 83% 111.7 61.5% 0.61
poiii-
 2 12 3 100% 35.2 61.5% 0.15
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ H4SAN4TOR t2
47 36 9 1.31 55% 111.6 68.8% 48
avid- t1
46 28 10 1.64 63% 103.0 95.8% 48
upE t1
46 31 11 1.48 74% 110.8 83.3% 48
maQuein t2
42 34 7 1.24 38% 93.1 68.8% 48
eraa-_- t1
39 36 13 1.08 33% 95.5 83.3% 48
Twist t1
31 35 16 0.89 65% 83.3 79.2% 48
poiii- t1
30 31 11 0.97 57% 75.4 75.0% 48
Sowalio t2
28 40 13 0.70 46% 73.2 66.7% 48
fozil t2
21 40 3 0.53 71% 53.8 60.4% 48
smokeynaga7a t2
20 40 12 0.50 40% 59.4 60.4% 48
Player Awards
🔫
Top Fragger
H4SAN4TOR
47 kills
🎯
Headshot Machine
H4SAN4TOR
55% HS
47K
Per-Map Player Stats per map ยท sorted by kills
de_nuke nuke 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
Sowalio
16 15 3 1.07 44% 92.8 64.7% 0.53
maQuein
15 12 4 1.25 60% 98.7 64.7% 0.59
H4SAN4TOR
10 15 4 0.67 40% 81.1 64.7% 0.34
fozil
7 14 1 0.50 57% 58.1 47.1% 0.23
smokeynaga7a
6 15 3 0.40 17% 54.4 47.1% 0.12
upE
24 9 3 2.67 67% 140.4 94.1% 1.02
poiii-
15 10 5 1.50 80% 109.8 76.5% 0.7
avid-
13 11 6 1.18 46% 97.1 100.0% 0.61
eraa-_-
13 13 5 1.00 38% 95.5 88.2% 0.54
Twist
6 11 4 0.55 50% 57.2 82.4% 0.33
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
Twist
3 1 0 3.00 0% 160.5 50.0% 0.89
avid-
1 1 0 1.00 0% 13.0 50.0% 0.22
upE
1 2 0 0.50 100% 63.0 50.0% 0.29
eraa-_-
1 1 1 1.00 0% 92.0 100.0% 0.46
poiii-
0 1 1 0.00 0% 42.0 50.0% 0.04
H4SAN4TOR
3 1 1 3.00 67% 127.5 100.0% 1.07
maQuein
2 1 0 2.00 0% 149.0 50.0% 0.65
smokeynaga7a
1 1 0 1.00 100% 50.0 100.0% 0.55
Sowalio
0 1 1 0.00 0% 26.5 50.0% 0.01
fozil
0 2 1 0.00 0% 69.5 50.0% -0.07
de_train train 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
H4SAN4TOR
34 20 4 1.70 59% 128.3 69.0% 0.77
maQuein
25 21 3 1.19 28% 86.0 72.4% 0.52
fozil
14 24 1 0.58 79% 50.2 69.0% 0.34
smokeynaga7a
13 24 9 0.54 46% 63.0 65.5% 0.28
Sowalio
12 24 9 0.50 50% 64.9 69.0% 0.28
avid-
32 16 4 2.00 72% 112.7 96.6% 0.85
eraa-_-
25 22 7 1.14 32% 95.7 79.3% 0.55
Twist
22 23 12 0.96 77% 93.3 79.3% 0.56
upE
21 20 8 1.05 81% 96.7 79.3% 0.58
poiii-
15 20 5 0.75 33% 57.6 75.9% 0.35
de_dust2 dust2 3 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $27450 | CT $14100
Round 3
T $30300 | CT $24050
de_nuke nuke 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4300 | CT $4400
Round 3
T $19550 | CT $10000
Round 4
T $21800 | CT $16850
Round 5
T $23900 | CT $5750
Round 6
T $22950 | CT $28150
Round 7
T $24400 | CT $24250
Round 8
T $2050 | CT $27700
Round 9
T $22900 | CT $29850
Round 10
T $25600 | CT $29400
Round 11
T $25400 | CT $12350
Round 12
T $27850 | CT $24500
Round 13
T $26800 | CT $18350
Round 14
T $4900 | CT $4000
Round 15
T $10350 | CT $20000
HT
Round 16
T $8400 | CT $22600
Round 17
T $19650 | CT $27650
de_train train 29 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4550 | CT $4700
Round 3
T $13450 | CT $22750
Round 4
T $8800 | CT $22950
Round 5
T $24300 | CT $29400
Round 6
T $24050 | CT $16350
Round 7
T $6300 | CT $23900
Round 8
T $26950 | CT $24250
Round 9
T $10150 | CT $28250
Round 10
T $25600 | CT $29850
Round 11
T $22900 | CT $28800
Round 12
T $24000 | CT $15800
Round 13
T $22800 | CT $28650
Round 14
T $4250 | CT $4200
Round 15
T $4000 | CT $22050
HT
Round 16
T $20200 | CT $26900
Round 17
T $22950 | CT $11950
Round 18
T $14800 | CT $22750
Round 19
T $4550 | CT $21550
Round 20
T $22700 | CT $28400
Round 21
T $12550 | CT $30850
Round 22
T $26100 | CT $26450
Round 23
T $19750 | CT $30350
Round 24
T $17950 | CT $30750
Round 25
T $21150 | CT $31950
Round 26
T $27650 | CT $29800
Round 27
T $27350 | CT $30750
Round 28
T $27850 | CT $34200
Round 29
T $27550 | CT $32150
Alliance Eco Rating: 12.7
Eco rounds
3/6 W (50%)
Force buy
1/4 W (25%)
Full buy
30 rounds
Avg Equip
$21691
Util Dmg
4.00
0.1/rd
Opening K
18
45%/rd
Trade Kill Rate 46%
Headshot% 52%
2K
1
3K
0
4K
2
5K
25
RUBY Eco Rating: 8.8
Eco rounds
3/9 W (33%)
Force buy
0/5 W (0%)
Full buy
24 rounds
Avg Equip
$18130
Util Dmg
6.00
0.2/rd
Opening K
12
32%/rd
Trade Kill Rate 47%
Headshot% 55%
2K
4
3K
3
4K
4
5K
15
CQ Feature Intelligence 534 features
null: 41.4% โฌก Gold
Form (30d / 90d)
WR 30d
66.7% vs 25.0%
WR 90d
56.4% vs 35.7%
Rating 30d
1.12 vs 1.11
Form Slope
โ†“-0.010 vs โ†“-0.020
Map Intelligence
CT WR 90d
53.0% vs 53.2%
T WR 90d
49.7% vs 49.8%
Pool Depth
2.0 vs 3.0
Team Dynamics
Days Rest
4.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.71 vs 0.45
Elo ฮ” +88
Elo Win% 62.4%
Alliance Eco Rating: 12.7
Economy Mastery
Eco Win%
50%
Force Win%
25%
Kill Quality
Headshot%
52%
Trade Rate
46%
Opening K/Rd
45%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
1
3K
0
4K
2
5K
25
Multi-Kill Score: 107
RUBY Eco Rating: 8.8
Economy Mastery
Eco Win%
33%
Force Win%
0%
Kill Quality
Headshot%
55%
Trade Rate
47%
Opening K/Rd
32%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
4
3K
3
4K
4
5K
15
Multi-Kill Score: 82
Quantum Locked

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

Current: 41.4% null Target: <10%
More features will unlock as demo parsing progresses
RUBY
2 โ€“ 2
Alliance
Recent Meetings
Alliance 3 โ€“ 0 RUBY Dec 2025 RUBY 2 โ€“ 0 Alliance Oct 2025 Alliance 0 โ€“ 3 RUBY Sep 2025 RUBY 0 โ€“ 3 Alliance Jul 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 3 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 $27450 | CT $14100
T buy: full_buy CT buy: half_buy Bomb planted
Round 3 3 โ€” 1st half
T $30300 | CT $24050
T buy: full_buy CT buy: full_buy
de_nuke nuke 17 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 $4300 | CT $4400
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19550 | CT $10000
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $21800 | CT $16850
T buy: half_buy CT buy: half_buy
Round 5 5 โ€” 1st half
T $23900 | CT $5750
T buy: full_buy CT buy: force_buy
Round 6 6 โ€” 1st half
T $22950 | CT $28150
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $24400 | CT $24250
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $2050 | CT $27700
T buy: eco CT buy: full_buy
Round 9 9 โ€” 1st half
T $22900 | CT $29850
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $25600 | CT $29400
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25400 | CT $12350
T buy: full_buy CT buy: force_buy
Round 12 12 โ€” 1st half
T $27850 | CT $24500
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $26800 | CT $18350
T buy: full_buy CT buy: half_buy
Round 14 14 โ€” 1st half
T $4900 | CT $4000
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $10350 | CT $20000
T buy: force_buy CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $8400 | CT $22600
T buy: force_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $19650 | CT $27650
T buy: half_buy CT buy: full_buy
de_train train 29 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 $4550 | CT $4700
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $13450 | CT $22750
T buy: half_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $8800 | CT $22950
T buy: force_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $24300 | CT $29400
T buy: full_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $24050 | CT $16350
T buy: full_buy CT buy: half_buy
Round 7 7 โ€” 1st half
T $6300 | CT $23900
T buy: force_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $26950 | CT $24250
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $10150 | CT $28250
T buy: force_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $25600 | CT $29850
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $22900 | CT $28800
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $24000 | CT $15800
T buy: full_buy CT buy: half_buy Bomb planted
Round 13 13 โ€” 1st half
T $22800 | CT $28650
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 $4000 | CT $22050
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $20200 | CT $26900
T buy: half_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $22950 | CT $11950
T buy: full_buy CT buy: force_buy
Round 18 18 โ€” 2nd half
T $14800 | CT $22750
T buy: half_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $4550 | CT $21550
T buy: eco CT buy: half_buy
Round 20 20 โ€” 2nd half
T $22700 | CT $28400
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $12550 | CT $30850
T buy: half_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $26100 | CT $26450
T buy: full_buy CT buy: full_buy
Round 23 23 โ€” 2nd half
T $19750 | CT $30350
T buy: half_buy CT buy: full_buy
Round 24 24 โ€” 2nd half
T $17950 | CT $30750
T buy: half_buy CT buy: full_buy
Round 25 25 โ€” 2nd half
T $21150 | CT $31950
T buy: half_buy CT buy: full_buy Bomb planted
Round 26 26 โ€” 2nd half
T $27650 | CT $29800
T buy: full_buy CT buy: full_buy
Round 27 27 โ€” 2nd half
T $27350 | CT $30750
T buy: full_buy CT buy: full_buy Bomb planted
Round 28 28 โ€” 2nd half
T $27850 | CT $34200
T buy: full_buy CT buy: full_buy
Round 29 29 โ€” 2nd half
T $27550 | CT $32150
T buy: full_buy CT buy: full_buy