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Counter-Strike 2 Intelligence

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FINAL 16 Jul 2025 21:06 UTC
Keyd Stars
Keyd Stars
BR
Elo 1503
3 โ€“ 0
Winner: Keyd Stars
Galorys
Galorys
BR
Elo 1430
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 62% CONF CORRECT
Keyd Stars 62.1% 37.9% Galorys
Why this prediction?
+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)
mirage
10 โ€“ 13
3|7vs5|8
Galorys
nuke
13 โ€“ 11
7|6vs6|5
Keyd Stars
dust2
19 โ€“ 17
6|6vs6|6
Keyd Stars
Match Highlights Demo parsed
Top Performers
Top Fragger
alisson
36
kills
ADR 114.8
Top Assist
leo_drk
10
assists
2 flash
Best ADR
alisson
114.8
avg dmg/rd
36K 19D
Best KAST
Coach | D10S
100.0%
KAST
0K 0D
Most HS
alisson
17
headshots
47% HS rate
Best K/D
alisson
1.89
K/D ratio
36K 19D
de_mirage
mirage
10 โ€“ 13
Galorys 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
Fl4sh
9 7 1 1.29 56% 81.2 66.7% 0.54
desh
6 6 3 1.00 17% 55.9 91.7% 0.41
vinaabEAST
5 9 3 0.56 40% 64.8 66.7% 0.29
ninjaZ
5 9 0 0.56 60% 50.8 75.0% 0.32
leo_drk
2 10 4 0.20 100% 53.0 41.7% 0.16
Coach | exp
0 0 0 0.00 0% โ€” 100.0% 0.25
CT SIDE
alisson
11 4 3 2.75 45% 103.9 91.7% 0.77
divine
11 3 3 3.67 27% 108.7 91.7% 0.77
pepe
7 7 1 1.00 71% 67.2 83.3% 0.5
kadzz
7 7 1 1.00 57% 63.8 75.0% 0.46
bacc
5 6 2 0.83 80% 45.1 75.0% 0.41
Coach | D10S
0 0 0 0.00 0% โ€” 100.0% 0.25
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Fl4sh
0 1 0 0% 0.0 0.0% -0.3
desh
0 1 1 0% 84.0 100.0% 0.08
vinaabEAST
1 1 0 0% 44.0 100.0% 0.47
ninjaZ
0 1 0 0% 0.0 0.0% -0.3
leo_drk
0 1 0 0% 0.0 0.0% -0.3
Coach | exp
0 0 0 0% 0.0 100.0% 0.25
1ST HALF โ€” CT SIDE
alisson
2 0 0 50% 92.0 100.0% 1.36
divine
1 0 2 100% 241.0 100.0% 1.21
pepe
2 0 0 50% 200.0 100.0% 1.52
kadzz
0 1 0 0% 0.0 0.0% -0.3
bacc
0 0 0 0% 0.0 100.0% 0.25
Coach | D10S
0 0 0 0% 0.0 100.0% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Fl4sh
9 6 1 56% 88.6 72.7% 0.6
desh
6 5 2 17% 53.4 90.9% 0.44
vinaabEAST
4 8 3 50% 66.7 63.6% 0.28
ninjaZ
5 8 0 60% 55.5 81.8% 0.36
leo_drk
2 9 4 100% 57.8 45.5% 0.19
Coach | exp
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
2ND HALF โ€” T SIDE
alisson
9 4 3 44% 105.0 90.9% 0.71
divine
10 3 1 20% 96.6 90.9% 0.73
pepe
5 7 1 80% 55.1 81.8% 0.42
kadzz
7 6 1 57% 69.5 81.8% 0.52
bacc
5 6 2 80% 49.2 72.7% 0.42
Coach | D10S
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
Highlights available for subscribers Sign in
de_nuke
nuke
13 โ€“ 11
Keyd Stars 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
Fl4sh
17 13 2 1.31 24% 76.2 94.7% 0.58
desh
16 13 3 1.23 25% 106.5 84.2% 0.58
vinaabEAST
15 13 4 1.15 73% 90.9 89.5% 0.62
leo_drk
12 14 6 0.86 67% 93.7 68.4% 0.48
ninjaZ
11 14 6 0.79 55% 75.3 84.2% 0.45
Coach | exp
0 0 0 0.00 0% โ€” 100.0% 0.25
CT SIDE
alisson
22 14 3 1.57 50% 117.8 84.2% 0.76
bacc
17 14 5 1.21 71% 99.6 63.2% 0.6
pepe
12 15 3 0.80 50% 69.9 68.4% 0.4
divine
10 15 5 0.67 0% 71.9 63.2% 0.27
kadzz
3 15 4 0.20 67% 34.0 68.4% 0.16
Coach | D10S
0 0 0 0.00 0% โ€” 100.0% 0.25
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Fl4sh
10 8 2 30% 70.8 100.0% 0.58
desh
8 9 3 50% 96.1 75.0% 0.48
vinaabEAST
6 9 3 100% 70.9 83.3% 0.46
leo_drk
4 10 2 50% 63.2 58.3% 0.22
ninjaZ
9 10 3 56% 88.8 83.3% 0.51
Coach | exp
0 0 0 0% 0.0 100.0% 0.25
1ST HALF โ€” CT SIDE
alisson
13 7 1 38% 94.2 83.3% 0.72
bacc
15 7 4 67% 138.9 83.3% 0.9
pepe
11 8 2 55% 89.9 83.3% 0.64
divine
5 9 5 0% 67.8 75.0% 0.25
kadzz
1 8 3 0% 35.8 75.0% 0.08
Coach | D10S
0 0 0 0% 0.0 100.0% 0.25
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Fl4sh
7 5 0 14% 85.4 85.7% 0.6
desh
8 4 0 0% 124.4 100.0% 0.78
vinaabEAST
9 4 1 56% 125.1 100.0% 0.93
leo_drk
8 4 4 75% 146.0 85.7% 0.89
ninjaZ
2 4 3 50% 52.1 85.7% 0.32
Coach | exp
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
2ND HALF โ€” T SIDE
alisson
9 7 2 67% 158.3 85.7% 0.83
bacc
2 7 1 100% 32.3 28.6% 0.1
pepe
1 7 1 0% 35.7 42.9% -0.07
divine
5 6 0 0% 79.1 42.9% 0.29
kadzz
2 7 1 100% 31.0 57.1% 0.17
Coach | D10S
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
Highlights available for subscribers Sign in
de_dust2
dust2
19 โ€“ 17
OT Keyd Stars 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
vinaabEAST
4 2 0 2.00 50% 183.0 100.0% 1.2
Fl4sh
1 2 0 0.50 100% 50.0 100.0% 0.4
ninjaZ
1 2 1 0.50 100% 77.0 100.0% 0.44
desh
1 2 0 0.50 100% 78.5 100.0% 0.44
Coach | D10S
0 0 0 0.00 0% โ€” 100.0% 0.25
leo_drk
0 2 0 0.00 0% 16.5 50.0% -0.15
CT SIDE
pepe
4 2 0 2.00 0% 244.0 100.0% 1.22
alisson
3 1 0 3.00 33% 151.0 50.0% 0.93
kadzz
2 1 1 2.00 50% 108.5 100.0% 0.79
Coach | exp
0 0 0 0.00 0% โ€” 100.0% 0.25
bacc
0 2 1 0.00 0% 13.5 50.0% -0.15
divine
0 2 0 0.00 0% โ€” โ€” -0.3
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
vinaabEAST
4 2 0 50% 183.0 100.0% 1.2
Fl4sh
1 2 0 100% 50.0 100.0% 0.4
ninjaZ
1 2 1 100% 77.0 100.0% 0.44
desh
1 2 0 100% 78.5 100.0% 0.44
Coach | D10S
0 0 0 0% 0.0 100.0% 0.25
leo_drk
0 2 0 0% 16.5 50.0% -0.15
1ST HALF โ€” CT SIDE
pepe
4 2 0 0% 244.0 100.0% 1.22
alisson
3 1 0 33% 151.0 50.0% 0.93
kadzz
2 1 1 50% 108.5 100.0% 0.79
Coach | exp
0 0 0 0% 0.0 100.0% 0.25
bacc
0 2 1 0% 13.5 50.0% -0.15
divine
0 2 0 0% 0.0 0.0% -0.3
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
vinaabEAST
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
Fl4sh
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
ninjaZ
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
desh
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
Coach | D10S
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
leo_drk
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
2ND HALF โ€” T SIDE
pepe
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
alisson
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
kadzz
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
Coach | exp
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
bacc
โ€” โ€” โ€” โ€” โ€” โ€” โ€”
divine
โ€” โ€” โ€” โ€” 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
alisson t1
36 19 6 1.89 47% 114.8 84.8% 33
Fl4sh t2
27 22 3 1.23 37% 76.4 84.8% 33
vinaabEAST t2
24 24 7 1.00 62% 87.0 81.8% 33
desh t2
23 21 6 1.10 26% 86.4 87.9% 33
pepe t1
23 24 4 0.96 48% 79.5 75.8% 33
bacc t1
22 22 8 1.00 73% 74.6 66.7% 33
divine t1
21 20 8 1.05 14% 80.9 69.7% 33
ninjaZ t2
17 25 7 0.68 59% 66.5 81.8% 33
leo_drk t2
14 26 10 0.54 71% 74.2 57.6% 33
kadzz t1
12 23 6 0.52 58% 49.3 72.7% 33
Coach | D10S t2
0 0 0 0.00 0% โ€” 100.0% 33
Coach | exp t1
0 0 0 0.00 0% โ€” 100.0% 33
Player Awards
🔫
Top Fragger
alisson
36 kills
🎯
Headshot Machine
alisson
47% HS
36K
Per-Map Player Stats per map ยท sorted by kills
de_mirage mirage 12 players
Player K D A K/D HS% ADR KAST% Impact
Fl4sh
9 7 1 1.29 56% 81.2 66.7% 0.54
desh
6 6 3 1.00 17% 55.9 91.7% 0.41
vinaabEAST
5 9 3 0.56 40% 64.8 66.7% 0.29
ninjaZ
5 9 0 0.56 60% 50.8 75.0% 0.32
leo_drk
2 10 4 0.20 100% 53.0 41.7% 0.16
Coach | exp
0 0 0 0.00 0% โ€” 100.0% 0.25
alisson
11 4 3 2.75 45% 103.9 91.7% 0.77
divine
11 3 3 3.67 27% 108.7 91.7% 0.77
pepe
7 7 1 1.00 71% 67.2 83.3% 0.5
kadzz
7 7 1 1.00 57% 63.8 75.0% 0.46
bacc
5 6 2 0.83 80% 45.1 75.0% 0.41
Coach | D10S
0 0 0 0.00 0% โ€” 100.0% 0.25
de_nuke nuke 12 players
Player K D A K/D HS% ADR KAST% Impact
Fl4sh
17 13 2 1.31 24% 76.2 94.7% 0.58
desh
16 13 3 1.23 25% 106.5 84.2% 0.58
vinaabEAST
15 13 4 1.15 73% 90.9 89.5% 0.62
leo_drk
12 14 6 0.86 67% 93.7 68.4% 0.48
ninjaZ
11 14 6 0.79 55% 75.3 84.2% 0.45
Coach | exp
0 0 0 0.00 0% โ€” 100.0% 0.25
alisson
22 14 3 1.57 50% 117.8 84.2% 0.76
bacc
17 14 5 1.21 71% 99.6 63.2% 0.6
pepe
12 15 3 0.80 50% 69.9 68.4% 0.4
divine
10 15 5 0.67 0% 71.9 63.2% 0.27
kadzz
3 15 4 0.20 67% 34.0 68.4% 0.16
Coach | D10S
0 0 0 0.00 0% โ€” 100.0% 0.25
de_dust2 dust2 12 players
Player K D A K/D HS% ADR KAST% Impact
vinaabEAST
4 2 0 2.00 50% 183.0 100.0% 1.2
Fl4sh
1 2 0 0.50 100% 50.0 100.0% 0.4
ninjaZ
1 2 1 0.50 100% 77.0 100.0% 0.44
desh
1 2 0 0.50 100% 78.5 100.0% 0.44
Coach | D10S
0 0 0 0.00 0% โ€” 100.0% 0.25
leo_drk
0 2 0 0.00 0% 16.5 50.0% -0.15
pepe
4 2 0 2.00 0% 244.0 100.0% 1.22
alisson
3 1 0 3.00 33% 151.0 50.0% 0.93
kadzz
2 1 1 2.00 50% 108.5 100.0% 0.79
Coach | exp
0 0 0 0.00 0% โ€” 100.0% 0.25
bacc
0 2 1 0.00 0% 13.5 50.0% -0.15
divine
0 2 0 0.00 0% โ€” โ€” -0.3
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 $30950 | CT $25950
Round 3
T $29050 | CT $28700
de_mirage mirage 13 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $28350 | CT $24900
Round 3
T $4200 | CT $9150
Round 4
T $1700 | CT $22900
Round 5
T $23500 | CT $31150
Round 6
T $25600 | CT $30350
Round 7
T $25700 | CT $12600
Round 8
T $28150 | CT $28800
Round 9
T $27750 | CT $13200
Round 10
T $28150 | CT $34000
Round 11
T $27950 | CT $33550
Round 12
T $27850 | CT $33850
Round 13
T $27850 | CT $27150
de_nuke nuke 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4850 | CT $4200
Round 3
T $10900 | CT $19500
Round 4
T $23650 | CT $8150
Round 5
T $24450 | CT $4550
Round 6
T $23500 | CT $29850
Round 7
T $22450 | CT $19650
Round 8
T $10800 | CT $26500
Round 9
T $1400 | CT $25050
Round 10
T $23800 | CT $30350
Round 11
T $7850 | CT $30550
Round 12
T $28200 | CT $25700
Round 13
T $28750 | CT $18150
Round 14
T $4550 | CT $4800
Round 15
T $15400 | CT $21550
HT
Round 16
T $5600 | CT $25500
Round 17
T $24000 | CT $27500
Round 18
T $10700 | CT $30550
Round 19
T $27150 | CT $31450
Round 20
T $18500 | CT $30250
Keyd Stars Eco Rating: 3.9
Full buy
2 rounds
Avg Equip
$25940
Util Dmg
0.00
0.0/rd
Opening K
3
150%/rd
Trade Kill Rate 39%
Headshot% 39%
2K
0
3K
0
4K
2
5K
2
Galorys Eco Rating: 0.6
Force buy
0/2 W (0%)
Full buy
2 rounds
Avg Equip
$20610
Util Dmg
0.00
0.0/rd
Opening K
4
100%/rd
Trade Kill Rate 39%
Headshot% 6%
2K
3
3K
0
4K
0
5K
2
CQ Feature Intelligence 534 features
null: 46.8% โฌก Gold
Form (30d / 90d)
WR 30d
45.5% vs โ€”
WR 90d
45.5% vs 33.3%
Rating 30d
1.01 vs 1.16
Form Slope
โ†‘0.030 vs โ€”
Map Intelligence
CT WR 90d
47.1% vs 45.6%
T WR 90d
47.1% vs 66.7%
Pool Depth
โ€” vs 1.0
Team Dynamics
Days Rest
3.0d vs 6.0d
Roster Stab
โ€” vs โ€”
Synergy
0.84 vs โ€”
Elo ฮ” +105
Elo Win% 64.7%
Keyd Stars Eco Rating: 3.9
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
39%
Trade Rate
39%
Opening K/Rd
150%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
0
3K
0
4K
2
5K
2
Multi-Kill Score: 14
Galorys Eco Rating: 0.6
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
6%
Trade Rate
39%
Opening K/Rd
100%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
3
3K
0
4K
0
5K
2
Multi-Kill Score: 11
Quantum Locked

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

Current: 46.8% null Target: <10%
More features will unlock as demo parsing progresses
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 $30950 | CT $25950
T buy: full_buy CT buy: half_buy
Round 3 3 โ€” 1st half
T $29050 | CT $28700
T buy: full_buy CT buy: full_buy Bomb planted
de_mirage mirage 13 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 $28350 | CT $24900
T buy: full_buy CT buy: half_buy
Round 3 3 โ€” 1st half
T $4200 | CT $9150
T buy: eco CT buy: force_buy
Round 4 4 โ€” 1st half
T $1700 | CT $22900
T buy: eco CT buy: half_buy
Round 5 5 โ€” 1st half
T $23500 | CT $31150
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $25600 | CT $30350
T buy: half_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $25700 | CT $12600
T buy: half_buy CT buy: force_buy Bomb planted
Round 8 8 โ€” 1st half
T $28150 | CT $28800
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27750 | CT $13200
T buy: full_buy CT buy: force_buy Bomb planted
Round 10 10 โ€” 1st half
T $28150 | CT $34000
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27950 | CT $33550
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27850 | CT $33850
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $27850 | CT $27150
T buy: full_buy CT buy: full_buy Bomb planted
de_nuke nuke 20 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 $4850 | CT $4200
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $10900 | CT $19500
T buy: force_buy CT buy: half_buy Bomb planted
Round 4 4 โ€” 1st half
T $23650 | CT $8150
T buy: half_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $24450 | CT $4550
T buy: half_buy CT buy: eco
Round 6 6 โ€” 1st half
T $23500 | CT $29850
T buy: half_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $22450 | CT $19650
T buy: half_buy CT buy: half_buy
Round 8 8 โ€” 1st half
T $10800 | CT $26500
T buy: force_buy CT buy: half_buy
Round 9 9 โ€” 1st half
T $1400 | CT $25050
T buy: eco CT buy: half_buy
Round 10 10 โ€” 1st half
T $23800 | CT $30350
T buy: half_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $7850 | CT $30550
T buy: force_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $28200 | CT $25700
T buy: full_buy CT buy: half_buy Bomb planted
Round 13 13 โ€” 1st half
T $28750 | CT $18150
T buy: full_buy CT buy: half_buy Bomb planted
Round 14 14 โ€” 1st half
T $4550 | CT $4800
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $15400 | CT $21550
T buy: half_buy CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $5600 | CT $25500
T buy: eco CT buy: half_buy
Round 17 17 โ€” 2nd half
T $24000 | CT $27500
T buy: half_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $10700 | CT $30550
T buy: force_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $27150 | CT $31450
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $18500 | CT $30250
T buy: half_buy CT buy: full_buy Bomb planted