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Counter-Strike 2 Intelligence

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FINAL 09 Apr 2025 09:54 UTC
SW
Swingers
Elo 1430
0 โ€“ 1
Winner: Sharks
Sharks
Sharks
Elo 1554
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 52% CONF WRONG
Swingers 52.1% 47.9% Sharks
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
6 โ€“ 13
1|5vs7|6
Sharks
Match Highlights Demo parsed
Top Performers
Top Fragger
ponter
18
kills
ADR 103.4
Top Assist
gafolo
9
assists
0 flash
Best ADR
MaLLby
103.9
avg dmg/rd
16K 14D
Best KAST
ponter
85.0%
KAST
18K 13D
Most HS
ponter
9
headshots
50% HS rate
Best K/D
nicks-
1.89
K/D ratio
17K 9D
de_nuke
nuke
6 โ€“ 13
Sharks 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
ponter
18 13 3 1.38 50% 103.4 85.0% 0.65
MaLLby
16 14 5 1.14 31% 103.9 80.0% 0.55
ninjaZ-
9 16 5 0.56 67% 58.2 65.0% 0.31
deshmonster
8 13 5 0.62 38% 51.6 55.0% 0.26
vinaabeastt
7 16 3 0.44 57% 50.7 60.0% 0.23
CT SIDE
doc-
17 12 5 1.42 53% 94.8 80.0% 0.62
nicks-
17 9 4 1.89 12% 93.7 80.0% 0.61
gafolo
14 13 9 1.08 21% 93.0 80.0% 0.49
koaLx
12 10 4 1.20 42% 67.2 70.0% 0.46
rdnzao_
12 14 5 0.86 33% 72.1 75.0% 0.41
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
ponter
10 8 3 40% 87.3 84.6% 0.56
MaLLby
11 8 3 27% 110.5 92.3% 0.63
ninjaZ-
7 9 5 71% 71.2 76.9% 0.44
deshmonster
6 7 5 17% 63.5 76.9% 0.36
vinaabeastt
6 10 2 50% 59.1 69.2% 0.31
1ST HALF โ€” CT SIDE
doc-
12 9 2 50% 99.2 69.2% 0.6
nicks-
12 6 3 8% 97.8 76.9% 0.63
gafolo
9 9 7 11% 104.6 76.9% 0.47
koaLx
5 6 3 40% 55.1 76.9% 0.37
rdnzao_
4 10 3 0% 44.7 61.5% 0.13
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
ponter
8 5 0 62% 133.3 85.7% 0.81
MaLLby
5 6 2 40% 91.6 57.1% 0.4
ninjaZ-
2 7 0 50% 34.0 42.9% 0.06
deshmonster
2 6 0 100% 29.4 14.3% 0.1
vinaabeastt
1 6 1 100% 35.1 42.9% 0.12
2ND HALF โ€” T SIDE
doc-
5 3 3 60% 86.7 100.0% 0.66
nicks-
5 3 1 20% 86.1 85.7% 0.57
gafolo
5 4 2 40% 71.3 85.7% 0.53
koaLx
7 4 1 43% 89.9 57.1% 0.62
rdnzao_
8 4 2 50% 123.0 100.0% 0.85
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
ponter t2
18 13 3 1.38 50% 103.4 85.0% 20
doc- t1
17 12 5 1.42 53% 94.8 80.0% 20
nicks- t1
17 9 4 1.89 12% 93.7 80.0% 20
MaLLby t2
16 14 5 1.14 31% 103.9 80.0% 20
gafolo t1
14 13 9 1.08 21% 93.0 80.0% 20
koaLx t1
12 10 4 1.20 42% 67.2 70.0% 20
rdnzao_ t1
12 14 5 0.86 33% 72.1 75.0% 20
ninjaZ- t2
9 16 5 0.56 67% 58.2 65.0% 20
deshmonster t2
8 13 5 0.62 38% 51.6 55.0% 20
vinaabeastt t2
7 16 3 0.44 57% 50.7 60.0% 20
Player Awards
🔫
Top Fragger
ponter
18 kills
🎯
Headshot Machine
ponter
50% HS
18K
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
ponter
18 13 3 1.38 50% 103.4 85.0% 0.65
MaLLby
16 14 5 1.14 31% 103.9 80.0% 0.55
ninjaZ-
9 16 5 0.56 67% 58.2 65.0% 0.31
deshmonster
8 13 5 0.62 38% 51.6 55.0% 0.26
vinaabeastt
7 16 3 0.44 57% 50.7 60.0% 0.23
doc-
17 12 5 1.42 53% 94.8 80.0% 0.62
nicks-
17 9 4 1.89 12% 93.7 80.0% 0.61
gafolo
14 13 9 1.08 21% 93.0 80.0% 0.49
koaLx
12 10 4 1.20 42% 67.2 70.0% 0.46
rdnzao_
12 14 5 0.86 33% 72.1 75.0% 0.41
de_nuke nuke 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4200 | CT $4250
Round 3
T $19950 | CT $12250
Round 4
T $17900 | CT $20400
Round 5
T $1150 | CT $23950
Round 6
T $25300 | CT $28450
Round 7
T $9950 | CT $29850
Round 8
T $25200 | CT $30300
Round 9
T $27350 | CT $28600
Round 10
T $26950 | CT $28350
Round 11
T $27050 | CT $12600
Round 12
T $27750 | CT $1000
Round 13
T $27750 | CT $23600
Round 14
T $5400 | CT $4000
Round 15
T $10400 | CT $18650
HT
Round 16
T $23350 | CT $11100
Round 17
T $26000 | CT $5400
Round 18
T $25600 | CT $25250
Round 19
T $25400 | CT $13300
Round 20
T $25600 | CT $19600
Swingers Eco Rating: 10.5
Eco rounds
1/3 W (33%)
Force buy
1/3 W (33%)
Full buy
12 rounds
Avg Equip
$19275
Util Dmg
2.00
0.1/rd
Opening K
10
56%/rd
Trade Kill Rate 33%
Headshot% 39%
2K
3
3K
3
4K
3
5K
9
Sharks Eco Rating: 11.8
Eco rounds
2/4 W (50%)
Force buy
1/3 W (33%)
Full buy
8 rounds
Avg Equip
$17208
Util Dmg
0.00
0.0/rd
Opening K
11
73%/rd
Trade Kill Rate 37%
Headshot% 35%
2K
5
3K
0
4K
3
5K
7
CQ Feature Intelligence 534 features
null: 34.1% โ—† Platinum
Form (30d / 90d)
WR 30d
55.0% vs 52.0%
WR 90d
51.2% vs 40.4%
Rating 30d
1.15 vs 1.2
Form Slope
โ†“-0.010 vs โ†‘0.010
Map Intelligence
CT WR 90d
51.3% vs 53.0%
T WR 90d
54.4% vs 53.1%
Pool Depth
3.0 vs 4.0
Team Dynamics
Days Rest
4.0d vs โ€”d
Roster Stab
โ€” vs โ€”
Synergy
0.6 vs 0.44
Elo ฮ” +57
Elo Win% 58.2%
Swingers Eco Rating: 10.5
Economy Mastery
Eco Win%
33%
Force Win%
33%
Kill Quality
Headshot%
39%
Trade Rate
33%
Opening K/Rd
56%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
3
3K
3
4K
3
5K
9
Multi-Kill Score: 54
Sharks Eco Rating: 11.8
Economy Mastery
Eco Win%
50%
Force Win%
33%
Kill Quality
Headshot%
35%
Trade Rate
37%
Opening K/Rd
73%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
5
3K
0
4K
3
5K
7
Multi-Kill Score: 42
Quantum Locked

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

Current: 34.1% 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_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 $3250 | CT $3250
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4200 | CT $4250
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19950 | CT $12250
T buy: half_buy CT buy: force_buy
Round 4 4 โ€” 1st half
T $17900 | CT $20400
T buy: half_buy CT buy: half_buy
Round 5 5 โ€” 1st half
T $1150 | CT $23950
T buy: eco CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $25300 | CT $28450
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $9950 | CT $29850
T buy: force_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $25200 | CT $30300
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $27350 | CT $28600
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $26950 | CT $28350
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $27050 | CT $12600
T buy: full_buy CT buy: half_buy
Round 12 12 โ€” 1st half
T $27750 | CT $1000
T buy: full_buy CT buy: eco Bomb planted
Round 13 13 โ€” 1st half
T $27750 | CT $23600
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $5400 | CT $4000
T buy: force_buy CT buy: eco
Round 15 15 โ€” 1st half
T $10400 | CT $18650
T buy: force_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $23350 | CT $11100
T buy: full_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $26000 | CT $5400
T buy: full_buy CT buy: force_buy Bomb planted
Round 18 18 โ€” 2nd half
T $25600 | CT $25250
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25400 | CT $13300
T buy: full_buy CT buy: half_buy
Round 20 20 โ€” 2nd half
T $25600 | CT $19600
T buy: full_buy CT buy: half_buy Bomb planted