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Counter-Strike 2 Intelligence

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FINAL 09 Feb 2025 22:57 UTC
Vagrants
Vagrants
Elo 1469
2 โ€“ 0
Winner: Vagrants
Alter Iron
Alter Iron
Elo 1525
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 68% CONF WRONG
Vagrants 32.3% 67.7% Alter Iron
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€“ 10
4|9vs2|8
Vagrants
ancient
13 โ€“ 4
5|8vs4|?
Vagrants
Match Highlights Demo parsed
Top Performers
Top Fragger
โ“ช brett
90
kills
ADR 129.6
Top Assist
โ“ช brett
20
assists
1 flash
Best ADR
โ“ช brett
129.6
avg dmg/rd
90K 87D
Best KAST
โ“ช Sandman
85.7%
KAST
74K 63D
Most HS
โ“ช xx
66
headshots
76% HS rate
Best K/D
โ“ช xx
1.47
K/D ratio
87K 59D
de_inferno
inferno
13 โ€“ 10
Vagrants 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
โ“ช Talen
55 27 6 2.04 76% 91.0 79.2% 1.14
โ“ช xx
51 29 5 1.76 76% 124.5 83.3% 1.1
โ“ช arias
26 28 7 0.93 73% 91.0 70.8% 0.56
โ“ช clipsane
21 29 8 0.72 67% 85.9 75.0% 0.45
โ“ช flow
19 19 4 1.00 32% 85.8 75.0% 0.48
CT SIDE
โ“ช brett
43 64 9 0.67 63% 110.5 70.8% 0.44
โ“ช Sandman
27 32 5 0.84 67% 121.0 83.3% 0.6
โ“ช mason
26 23 9 1.13 46% 127.7 91.7% 0.69
โ“ช seb
15 34 2 0.44 47% 60.8 87.5% 0.24
โ“ช xiryC
13 15 4 0.87 8% 70.1 70.8% 0.35
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
โ“ช Talen
48 20 6 79% 112.5 92.3% 1.72
โ“ช xx
44 21 5 80% 171.5 84.6% 1.63
โ“ช arias
21 17 5 76% 111.6 92.3% 0.85
โ“ช clipsane
17 22 5 71% 111.1 84.6% 0.57
โ“ช flow
11 11 2 18% 81.7 84.6% 0.49
1ST HALF โ€” CT SIDE
โ“ช brett
39 56 6 62% 159.5 69.2% 0.56
โ“ช Sandman
12 27 4 75% 104.5 76.9% 0.25
โ“ช mason
17 16 5 41% 144.5 92.3% 0.73
โ“ช seb
8 26 1 50% 66.6 92.3% 0.08
โ“ช xiryC
7 11 2 14% 69.5 61.5% 0.27
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
โ“ช Talen
7 7 0 57% 65.5 63.6% 0.44
โ“ช xx
7 8 0 57% 68.9 81.8% 0.46
โ“ช arias
5 11 2 60% 66.5 45.5% 0.21
โ“ช clipsane
4 7 3 50% 56.1 63.6% 0.29
โ“ช flow
8 8 2 50% 90.6 63.6% 0.48
2ND HALF โ€” T SIDE
โ“ช brett
4 8 3 75% 52.7 72.7% 0.32
โ“ช Sandman
15 5 1 60% 140.5 90.9% 1.01
โ“ช mason
9 7 4 56% 107.9 90.9% 0.65
โ“ช seb
7 8 1 43% 53.8 81.8% 0.42
โ“ช xiryC
6 4 2 0% 70.8 81.8% 0.45
Highlights available for subscribers Sign in
de_ancient
ancient
13 โ€“ 4
Vagrants 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
โ“ช arias
38 46 7 0.83 68% 84.3 50.0% 0.54
โ“ช xx
36 30 5 1.20 75% 100.3 66.7% 0.83
โ“ช flow
16 25 3 0.64 50% 73.7 55.6% 0.31
โ“ช clipsane
11 25 5 0.44 45% 66.4 66.7% 0.19
โ“ช Talen
9 22 3 0.41 56% 58.1 44.4% 0.14
CT SIDE
โ“ช Sandman
47 31 7 1.52 47% 118.6 88.9% 1.13
โ“ช brett
47 23 11 2.04 40% 155.0 88.9% 1.31
โ“ช xiryC
26 21 12 1.24 38% 143.1 83.3% 0.78
โ“ช seb
23 28 12 0.82 74% 102.3 83.3% 0.58
โ“ช mason
16 15 8 1.07 38% 89.6 77.8% 0.54
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
โ“ช arias
28 37 4 82% 88.3 16.7% 0.55
โ“ช xx
25 21 5 76% 119.3 66.7% 1.28
โ“ช flow
13 17 2 54% 135.5 66.7% 0.58
โ“ช clipsane
6 16 3 50% 87.7 66.7% 0.02
โ“ช Talen
5 12 1 40% 71.0 33.3% 0.02
1ST HALF โ€” CT SIDE
โ“ช Sandman
34 22 5 47% 130.7 100.0% 1.97
โ“ช brett
33 18 6 39% 196.2 100.0% 2.18
โ“ช xiryC
18 16 10 33% 281.3 100.0% 1.27
โ“ช seb
18 22 8 72% 156.5 100.0% 0.84
โ“ช mason
11 7 3 45% 182.3 100.0% 1.07
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
โ“ช arias
10 9 3 30% 82.2 66.7% 0.49
โ“ช xx
11 9 0 73% 90.8 66.7% 0.6
โ“ช flow
3 8 1 33% 42.8 50.0% 0.15
โ“ช clipsane
5 9 2 40% 55.8 66.7% 0.27
โ“ช Talen
4 10 2 75% 51.6 50.0% 0.21
2ND HALF โ€” T SIDE
โ“ช Sandman
13 9 2 46% 112.6 83.3% 0.71
โ“ช brett
14 5 5 43% 134.4 83.3% 0.87
โ“ช xiryC
8 5 2 50% 74.0 75.0% 0.55
โ“ช seb
5 6 4 80% 75.2 75.0% 0.46
โ“ช mason
5 8 5 20% 43.2 66.7% 0.25
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
โ“ช brett t1
90 87 20 1.03 51% 129.6 78.6% 42
โ“ช xx t2
87 59 10 1.47 76% 114.1 76.2% 42
โ“ช Sandman t1
74 63 12 1.17 54% 120.0 85.7% 42
โ“ช arias t2
64 74 14 0.86 70% 88.1 61.9% 42
โ“ช Talen t2
64 49 9 1.31 73% 76.9 64.3% 42
โ“ช mason t1
42 38 17 1.11 43% 111.4 85.7% 42
โ“ช xiryC t1
39 36 16 1.08 28% 101.4 76.2% 42
โ“ช seb t1
38 62 14 0.61 63% 78.5 85.7% 42
โ“ช flow t2
35 44 7 0.80 40% 80.6 66.7% 42
โ“ช clipsane t2
32 54 13 0.59 59% 77.5 71.4% 42
Player Awards
🔫
Top Fragger
โ“ช brett
90 kills
🎯
Headshot Machine
โ“ช brett
51% HS
90K
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
โ“ช Talen
55 27 6 2.04 76% 91.0 79.2% 1.14
โ“ช xx
51 29 5 1.76 76% 124.5 83.3% 1.1
โ“ช arias
26 28 7 0.93 73% 91.0 70.8% 0.56
โ“ช clipsane
21 29 8 0.72 67% 85.9 75.0% 0.45
โ“ช flow
19 19 4 1.00 32% 85.8 75.0% 0.48
โ“ช brett
43 64 9 0.67 63% 110.5 70.8% 0.44
โ“ช Sandman
27 32 5 0.84 67% 121.0 83.3% 0.6
โ“ช mason
26 23 9 1.13 46% 127.7 91.7% 0.69
โ“ช seb
15 34 2 0.44 47% 60.8 87.5% 0.24
โ“ช xiryC
13 15 4 0.87 8% 70.1 70.8% 0.35
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
โ“ช arias
38 46 7 0.83 68% 84.3 50.0% 0.54
โ“ช xx
36 30 5 1.20 75% 100.3 66.7% 0.83
โ“ช flow
16 25 3 0.64 50% 73.7 55.6% 0.31
โ“ช clipsane
11 25 5 0.44 45% 66.4 66.7% 0.19
โ“ช Talen
9 22 3 0.41 56% 58.1 44.4% 0.14
โ“ช Sandman
47 31 7 1.52 47% 118.6 88.9% 1.13
โ“ช brett
47 23 11 2.04 40% 155.0 88.9% 1.31
โ“ช xiryC
26 21 12 1.24 38% 143.1 83.3% 0.78
โ“ช seb
23 28 12 0.82 74% 102.3 83.3% 0.58
โ“ช mason
16 15 8 1.07 38% 89.6 77.8% 0.54
de_ancient ancient 18 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 $3950
Round 3
T $20100 | CT $7800
Round 4
T $20500 | CT $2400
Round 5
T $22150 | CT $27400
Round 6
T $23000 | CT $29300
Round 7
T $23650 | CT $6450
Round 8
T $25700 | CT $26050
Round 9
T $28050 | CT $8350
Round 10
T $28250 | CT $26300
Round 11
T $27550 | CT $28550
Round 12
T $27550 | CT $21200
Round 13
T $27650 | CT $30750
Round 14
T $4350 | CT $4200
Round 15
T $9250 | CT $21650
HT
Round 16
T $2400 | CT $25800
Round 17
T $25000 | CT $28600
Round 18
T $23000 | CT $30950
de_inferno inferno 24 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 $4400
Round 3
T $2900 | CT $21950
Round 4
T $23900 | CT $28350
Round 5
T $18350 | CT $11350
Round 6
T $22250 | CT $4450
Round 7
T $25000 | CT $24200
Round 8
T $4400 | CT $26650
Round 9
T $27350 | CT $7050
Round 10
T $27450 | CT $26350
Round 11
T $26000 | CT $8400
Round 12
T $27650 | CT $25800
Round 13
T $28150 | CT $21600
Round 14
T $4200 | CT $4200
Round 15
T $1600 | CT $18850
HT
Round 16
T $25400 | CT $22200
Round 17
T $25400 | CT $27100
Round 18
T $27350 | CT $13850
Round 19
T $27450 | CT $24550
Round 20
T $27750 | CT $6200
Round 21
T $27650 | CT $28850
Round 22
T $27850 | CT $23950
Round 23
T $27750 | CT $10700
Round 24
T $28050 | CT $27800
Vagrants Eco Rating: 8.5
Eco rounds
1/6 W (17%)
Full buy
16 rounds
Avg Equip
$20485
Util Dmg
1.00
0.0/rd
Opening K
12
55%/rd
Trade Kill Rate 36%
Headshot% 68%
2K
4
3K
4
4K
5
5K
11
Alter Iron Eco Rating: 12.8
Eco rounds
3/4 W (75%)
Force buy
0/5 W (0%)
Full buy
10 rounds
Avg Equip
$17585
Util Dmg
2.00
0.1/rd
Opening K
13
68%/rd
Trade Kill Rate 41%
Headshot% 53%
2K
7
3K
4
4K
4
5K
7
CQ Feature Intelligence 534 features
null: 47.8% โฌก Gold
Form (30d / 90d)
WR 30d
40.0% vs 64.3%
WR 90d
45.5% vs 72.7%
Rating 30d
1.08 vs โ€”
Form Slope
โ†“-0.050 vs โ†‘0.010
Map Intelligence
CT WR 90d
49.3% vs 43.0%
T WR 90d
40.8% vs 53.5%
Pool Depth
1.0 vs 2.0
Team Dynamics
Days Rest
1.0d vs 4.0d
Roster Stab
โ€” vs โ€”
Synergy
0.64 vs โ€”
Elo ฮ” -107
Elo Win% 35.0%
Vagrants Eco Rating: 8.5
Economy Mastery
Eco Win%
17%
Force Win%
0%
Kill Quality
Headshot%
68%
Trade Rate
36%
Opening K/Rd
55%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
4
3K
4
4K
5
5K
11
Multi-Kill Score: 71
Alter Iron Eco Rating: 12.8
Economy Mastery
Eco Win%
75%
Force Win%
0%
Kill Quality
Headshot%
53%
Trade Rate
41%
Opening K/Rd
68%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
7
3K
4
4K
4
5K
7
Multi-Kill Score: 55
Quantum Locked

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

Current: 47.8% 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_ancient ancient 18 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 $3950
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $20100 | CT $7800
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $20500 | CT $2400
T buy: half_buy CT buy: eco Bomb planted
Round 5 5 โ€” 1st half
T $22150 | CT $27400
T buy: half_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $23000 | CT $29300
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $23650 | CT $6450
T buy: full_buy CT buy: force_buy Bomb planted
Round 8 8 โ€” 1st half
T $25700 | CT $26050
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $28050 | CT $8350
T buy: full_buy CT buy: force_buy
Round 10 10 โ€” 1st half
T $28250 | CT $26300
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $27550 | CT $28550
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27550 | CT $21200
T buy: full_buy CT buy: half_buy
Round 13 13 โ€” 1st half
T $27650 | CT $30750
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4350 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $9250 | CT $21650
T buy: force_buy CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $2400 | CT $25800
T buy: eco CT buy: full_buy
Round 17 17 โ€” 2nd half
T $25000 | CT $28600
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $23000 | CT $30950
T buy: full_buy CT buy: full_buy
de_inferno inferno 24 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 $4400
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $2900 | CT $21950
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $23900 | CT $28350
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $18350 | CT $11350
T buy: half_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $22250 | CT $4450
T buy: half_buy CT buy: eco Bomb planted
Round 7 7 โ€” 1st half
T $25000 | CT $24200
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $4400 | CT $26650
T buy: eco CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27350 | CT $7050
T buy: full_buy CT buy: force_buy Bomb planted
Round 10 10 โ€” 1st half
T $27450 | CT $26350
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $26000 | CT $8400
T buy: full_buy CT buy: force_buy Bomb planted
Round 12 12 โ€” 1st half
T $27650 | CT $25800
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $28150 | CT $21600
T buy: full_buy CT buy: half_buy
Round 14 14 โ€” 1st half
T $4200 | CT $4200
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1600 | CT $18850
T buy: eco CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $25400 | CT $22200
T buy: full_buy CT buy: half_buy Bomb planted
Round 17 17 โ€” 2nd half
T $25400 | CT $27100
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $27350 | CT $13850
T buy: full_buy CT buy: half_buy Bomb planted
Round 19 19 โ€” 2nd half
T $27450 | CT $24550
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27750 | CT $6200
T buy: full_buy CT buy: force_buy Bomb planted
Round 21 21 โ€” 2nd half
T $27650 | CT $28850
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $27850 | CT $23950
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $27750 | CT $10700
T buy: full_buy CT buy: force_buy Bomb planted
Round 24 24 โ€” 2nd half
T $28050 | CT $27800
T buy: full_buy CT buy: full_buy Bomb planted