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Counter-Strike 2 Intelligence

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FINAL 03 Apr 2025 21:07 UTC
Imperial Valkyries
Imperial Valkyries
Elo 1456
0 โ€“ 1
Winner: Nemiga
Nemiga
Nemiga
Elo 1497
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 54% CONF CORRECT
Imperial Valkyries 46.0% 54.0% Nemiga
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
โˆ’29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
ancient
4 โ€“ 13
2|2vs3|10
Nemiga
Match Highlights Demo parsed
Top Performers
Top Fragger
riskyb0b
21
kills
ADR 107.7
Top Assist
1eeR
9
assists
0 flash
Best ADR
Xant3r
126.2
avg dmg/rd
19K 10D
Best KAST
riskyb0b
100.0%
KAST
21K 13D
Most HS
zweih
14
headshots
70% HS rate
Best K/D
Xant3r
1.90
K/D ratio
19K 10D
de_ancient
ancient
4 โ€“ 13
Nemiga 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
riskyb0b
21 13 6 1.62 52% 107.7 100.0% 0.78
zweih
20 11 3 1.82 70% 101.8 94.7% 0.79
Xant3r
19 10 8 1.90 58% 126.2 94.7% 0.81
khaN
17 11 6 1.55 29% 85.8 84.2% 0.61
1eeR
15 12 9 1.25 20% 80.3 94.7% 0.55
CT SIDE
twenty3
17 14 5 1.21 59% 108.6 68.4% 0.6
ANa
10 19 1 0.53 30% 55.1 52.6% 0.2
tory
8 17 6 0.47 50% 76.4 63.2% 0.27
Kat
8 18 5 0.44 38% 64.5 47.4% 0.18
zAAz
7 19 2 0.37 29% 53.6 52.6% 0.12
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
riskyb0b
15 8 5 53% 113.5 100.0% 0.83
zweih
16 7 3 69% 118.1 100.0% 0.92
Xant3r
12 7 7 58% 116.0 100.0% 0.76
khaN
14 7 5 29% 101.2 92.3% 0.75
1eeR
10 7 5 30% 71.2 92.3% 0.57
1ST HALF โ€” CT SIDE
twenty3
12 10 4 50% 113.0 69.2% 0.6
ANa
5 14 1 40% 45.8 46.2% 0.09
tory
5 13 5 40% 71.7 69.2% 0.21
Kat
6 14 2 50% 63.8 46.2% 0.17
zAAz
5 13 2 40% 62.9 53.8% 0.16
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
riskyb0b
6 5 1 50% 95.3 100.0% 0.67
zweih
4 4 0 75% 66.7 83.3% 0.52
Xant3r
7 3 1 57% 148.3 83.3% 0.89
khaN
3 4 1 33% 52.5 66.7% 0.32
1eeR
5 5 4 0% 100.0 100.0% 0.53
2ND HALF โ€” T SIDE
twenty3
5 4 1 80% 99.0 66.7% 0.61
ANa
5 5 0 20% 75.3 66.7% 0.43
tory
3 4 1 67% 86.5 50.0% 0.38
Kat
2 4 3 0% 65.8 50.0% 0.17
zAAz
2 6 0 0% 33.3 50.0% 0.02
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
riskyb0b t2
21 13 6 1.62 52% 107.7 100.0% 19
zweih t2
20 11 3 1.82 70% 101.8 94.7% 19
Xant3r t2
19 10 8 1.90 58% 126.2 94.7% 19
khaN t2
17 11 6 1.55 29% 85.8 84.2% 19
twenty3 t1
17 14 5 1.21 59% 108.6 68.4% 19
1eeR t2
15 12 9 1.25 20% 80.3 94.7% 19
ANa t1
10 19 1 0.53 30% 55.1 52.6% 19
tory t1
8 17 6 0.47 50% 76.4 63.2% 19
Kat t1
8 18 5 0.44 38% 64.5 47.4% 19
zAAz t1
7 19 2 0.37 29% 53.6 52.6% 19
Player Awards
🔫
Top Fragger
riskyb0b
21 kills
🎯
Headshot Machine
riskyb0b
52% HS
21K
Per-Map Player Stats per map ยท sorted by kills
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
riskyb0b
21 13 6 1.62 52% 107.7 100.0% 0.78
zweih
20 11 3 1.82 70% 101.8 94.7% 0.79
Xant3r
19 10 8 1.90 58% 126.2 94.7% 0.81
khaN
17 11 6 1.55 29% 85.8 84.2% 0.61
1eeR
15 12 9 1.25 20% 80.3 94.7% 0.55
twenty3
17 14 5 1.21 59% 108.6 68.4% 0.6
ANa
10 19 1 0.53 30% 55.1 52.6% 0.2
tory
8 17 6 0.47 50% 76.4 63.2% 0.27
Kat
8 18 5 0.44 38% 64.5 47.4% 0.18
zAAz
7 19 2 0.37 29% 53.6 52.6% 0.12
de_ancient ancient 21 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $0 | CT $0
Round 3
T $4350 | CT $4550
Round 4
T $1200 | CT $19100
Round 5
T $24550 | CT $11800
Round 6
T $24050 | CT $1200
Round 7
T $25600 | CT $23650
Round 8
T $25200 | CT $25800
Round 9
T $23650 | CT $25950
Round 10
T $25300 | CT $7450
Round 11
T $25300 | CT $7450
Round 12
T $25600 | CT $27150
Round 13
T $25900 | CT $9500
Round 14
T $26500 | CT $27150
Round 15
T $26600 | CT $18150
HT
Round 16
T $4250 | CT $3700
Round 17
T $19000 | CT $3250
Round 18
T $24000 | CT $23200
Round 19
T $19200 | CT $27250
Round 20
T $19200 | CT $27250
Round 21
T $9100 | CT $30450
Nemiga Eco Rating: 11.3
Eco rounds
2/3 W (67%)
Force buy
0/1 W (0%)
Full buy
12 rounds
Avg Equip
$19924
Util Dmg
106.00
6.6/rd
Opening K
13
81%/rd
Trade Kill Rate 41%
Headshot% 46%
2K
1
3K
2
4K
1
5K
13
Imperial Valkyries Eco Rating: 6.3
Eco rounds
1/4 W (25%)
Force buy
0/4 W (0%)
Full buy
9 rounds
Avg Equip
$17053
Util Dmg
4.00
0.2/rd
Opening K
8
47%/rd
Trade Kill Rate 54%
Headshot% 38%
2K
2
3K
1
4K
1
5K
9
CQ Feature Intelligence 534 features
null: 35.0% โฌก Gold
Form (30d / 90d)
WR 30d
66.7% vs 44.4%
WR 90d
50.0% vs 40.0%
Rating 30d
1.05 vs 1.09
Form Slope
โ†‘0.230 vs โ†‘0.020
Map Intelligence
CT WR 90d
50.6% vs 46.2%
T WR 90d
45.4% vs 53.7%
Pool Depth
3.0 vs 1.0
Team Dynamics
Days Rest
โ€”d vs โ€”d
Roster Stab
โ€” vs โ€”
Synergy
0.79 vs 0.54
Elo ฮ” +56
Elo Win% 58.0%
Nemiga Eco Rating: 11.3
Economy Mastery
Eco Win%
67%
Force Win%
0%
Kill Quality
Headshot%
46%
Trade Rate
41%
Opening K/Rd
81%
Util Dmg/Rd
6.6
Multi-Kill Rounds
2K
1
3K
2
4K
1
5K
13
Multi-Kill Score: 60
Imperial Valkyries Eco Rating: 6.3
Economy Mastery
Eco Win%
25%
Force Win%
0%
Kill Quality
Headshot%
38%
Trade Rate
54%
Opening K/Rd
47%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
2
3K
1
4K
1
5K
9
Multi-Kill Score: 43
Quantum Locked

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

Current: 35.0% 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 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 $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 3 3 โ€” 1st half
T $4350 | CT $4550
T buy: eco CT buy: eco
Round 4 4 โ€” 1st half
T $1200 | CT $19100
T buy: eco CT buy: half_buy
Round 5 5 โ€” 1st half
T $24550 | CT $11800
T buy: full_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $24050 | CT $1200
T buy: full_buy CT buy: eco Bomb planted
Round 7 7 โ€” 1st half
T $25600 | CT $23650
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $25200 | CT $25800
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $23650 | CT $25950
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $25300 | CT $7450
T buy: full_buy CT buy: force_buy Bomb planted
Round 11 11 โ€” 1st half
T $25300 | CT $7450
T buy: full_buy CT buy: force_buy
Round 12 12 โ€” 1st half
T $25600 | CT $27150
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $25900 | CT $9500
T buy: full_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $26500 | CT $27150
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $26600 | CT $18150
T buy: full_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $4250 | CT $3700
T buy: eco CT buy: eco Bomb planted
Round 17 17 โ€” 2nd half
T $19000 | CT $3250
T buy: half_buy CT buy: eco Bomb planted
Round 18 18 โ€” 2nd half
T $24000 | CT $23200
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $19200 | CT $27250
T buy: half_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $19200 | CT $27250
T buy: half_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $9100 | CT $30450
T buy: force_buy CT buy: full_buy