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Counter-Strike 2 Intelligence

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UK-based analytics built for serious CS2 teams, content creators and quant traders. Live scores, historic match features, and data-driven insight from an independent Counter-Strike research platform.

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FINAL 30 Mar 2025 20:48 UTC
Vagrants
Vagrants
Elo 1472
2 โ€“ 0
Winner: Vagrants
Aether
Aether
Elo 1590
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 67% CONF WRONG
Vagrants 33.3% 66.7% Aether
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€“ 5
5|8vs4|1
Vagrants
train
13 โ€“ 5
8|5vs1|4
Vagrants
Match Highlights Demo parsed
Top Performers
Top Fragger
1Sandman
37
kills
Most HS
mason
21
headshots
60% HS rate
Best K/D
mason
2.50
K/D ratio
35K 14D
de_inferno
inferno
13 โ€“ 5
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
1Sandman
23 10 โ€” 2.30 48% โ€” โ€” โ€”
mason
18 5 โ€” 3.60 44% โ€” โ€” โ€”
consti
8 12 โ€” 0.67 50% โ€” โ€” โ€”
Seb
7 8 โ€” 0.88 29% โ€” โ€” โ€”
brett
5 15 โ€” 0.33 20% โ€” โ€” โ€”
CT SIDE
#62751
15 13 โ€” 1.15 33% โ€” โ€” โ€”
#06223
11 12 โ€” 0.92 55% โ€” โ€” โ€”
SolGoat
10 13 โ€” 0.77 50% โ€” โ€” โ€”
#14286
8 12 โ€” 0.67 50% โ€” โ€” โ€”
#83115
6 11 โ€” 0.55 50% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
1Sandman
14 6 โ€” 57% โ€” โ€” โ€”
mason
10 3 โ€” 60% โ€” โ€” โ€”
consti
5 8 โ€” 40% โ€” โ€” โ€”
Seb
5 5 โ€” 20% โ€” โ€” โ€”
brett
1 10 โ€” 0% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
#62751
10 8 โ€” 30% โ€” โ€” โ€”
#06223
5 7 โ€” 20% โ€” โ€” โ€”
SolGoat
8 7 โ€” 50% โ€” โ€” โ€”
#14286
4 7 โ€” 25% โ€” โ€” โ€”
#83115
5 6 โ€” 60% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
1Sandman
9 4 โ€” 33% โ€” โ€” โ€”
mason
8 2 โ€” 25% โ€” โ€” โ€”
consti
3 4 โ€” 67% โ€” โ€” โ€”
Seb
2 3 โ€” 50% โ€” โ€” โ€”
brett
4 5 โ€” 25% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
#62751
5 5 โ€” 40% โ€” โ€” โ€”
#06223
6 5 โ€” 83% โ€” โ€” โ€”
SolGoat
2 6 โ€” 50% โ€” โ€” โ€”
#14286
4 5 โ€” 75% โ€” โ€” โ€”
#83115
1 5 โ€” 0% โ€” โ€” โ€”
Highlights available for subscribers Sign in
de_train
train
13 โ€“ 5
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
#14286
12 15 โ€” 0.80 58% โ€” โ€” โ€”
#62751
11 14 โ€” 0.79 64% โ€” โ€” โ€”
#83115
10 13 โ€” 0.77 60% โ€” โ€” โ€”
#06223
7 14 โ€” 0.50 57% โ€” โ€” โ€”
SolGoat
4 14 โ€” 0.29 75% โ€” โ€” โ€”
CT SIDE
mason
17 9 โ€” 1.89 76% โ€” โ€” โ€”
brett
15 8 โ€” 1.88 33% โ€” โ€” โ€”
1Sandman
14 11 โ€” 1.27 29% โ€” โ€” โ€”
Seb
13 8 โ€” 1.62 54% โ€” โ€” โ€”
consti
11 8 โ€” 1.38 45% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
#14286
5 10 โ€” 80% โ€” โ€” โ€”
#62751
6 9 โ€” 50% โ€” โ€” โ€”
#83115
6 8 โ€” 67% โ€” โ€” โ€”
#06223
4 9 โ€” 100% โ€” โ€” โ€”
SolGoat
4 9 โ€” 75% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
mason
13 5 โ€” 77% โ€” โ€” โ€”
brett
10 5 โ€” 20% โ€” โ€” โ€”
1Sandman
9 6 โ€” 33% โ€” โ€” โ€”
Seb
9 4 โ€” 33% โ€” โ€” โ€”
consti
4 5 โ€” 50% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
#14286
7 5 โ€” 43% โ€” โ€” โ€”
#62751
5 5 โ€” 80% โ€” โ€” โ€”
#83115
4 5 โ€” 50% โ€” โ€” โ€”
#06223
3 5 โ€” 0% โ€” โ€” โ€”
SolGoat
0 5 โ€” 0% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
mason
4 4 โ€” 75% โ€” โ€” โ€”
brett
5 3 โ€” 60% โ€” โ€” โ€”
1Sandman
5 5 โ€” 20% โ€” โ€” โ€”
Seb
4 4 โ€” 100% โ€” โ€” โ€”
consti
7 3 โ€” 43% 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
1Sandman t1
37 21 โ€” 1.76 41% โ€” โ€” โ€”
mason t1
35 14 โ€” 2.50 60% โ€” โ€” โ€”
#62751 t2
26 27 โ€” 0.96 46% โ€” โ€” โ€”
brett t2
20 23 โ€” 0.87 30% โ€” โ€” โ€”
#14286 t1
20 27 โ€” 0.74 55% โ€” โ€” โ€”
Seb t2
20 16 โ€” 1.25 45% โ€” โ€” โ€”
consti t2
19 20 โ€” 0.95 47% โ€” โ€” โ€”
#06223 t1
18 26 โ€” 0.69 56% โ€” โ€” โ€”
#83115 t1
16 24 โ€” 0.67 56% โ€” โ€” โ€”
SolGoat t1
14 27 โ€” 0.52 57% โ€” โ€” โ€”
Player Awards
🔫
Top Fragger
1Sandman
37 kills
🎯
Headshot Machine
1Sandman
41% HS
37K
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
1Sandman
23 10 โ€” 2.30 48% โ€” โ€” โ€”
mason
18 5 โ€” 3.60 44% โ€” โ€” โ€”
consti
8 12 โ€” 0.67 50% โ€” โ€” โ€”
Seb
7 8 โ€” 0.88 29% โ€” โ€” โ€”
brett
5 15 โ€” 0.33 20% โ€” โ€” โ€”
#62751
15 13 โ€” 1.15 33% โ€” โ€” โ€”
#06223
11 12 โ€” 0.92 55% โ€” โ€” โ€”
SolGoat
10 13 โ€” 0.77 50% โ€” โ€” โ€”
#14286
8 12 โ€” 0.67 50% โ€” โ€” โ€”
#83115
6 11 โ€” 0.55 50% โ€” โ€” โ€”
de_train train 10 players
Player K D A K/D HS% ADR KAST% Impact
#14286
12 15 โ€” 0.80 58% โ€” โ€” โ€”
#62751
11 14 โ€” 0.79 64% โ€” โ€” โ€”
#83115
10 13 โ€” 0.77 60% โ€” โ€” โ€”
#06223
7 14 โ€” 0.50 57% โ€” โ€” โ€”
SolGoat
4 14 โ€” 0.29 75% โ€” โ€” โ€”
mason
17 9 โ€” 1.89 76% โ€” โ€” โ€”
brett
15 8 โ€” 1.88 33% โ€” โ€” โ€”
1Sandman
14 11 โ€” 1.27 29% โ€” โ€” โ€”
Seb
13 8 โ€” 1.62 54% โ€” โ€” โ€”
consti
11 8 โ€” 1.38 45% โ€” โ€” โ€”
de_inferno inferno 18 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4750 | CT $4300
Round 2
T $19400 | CT $10800
Round 3
T $21300 | CT $2700
Round 4
T $20600 | CT $25750
Round 5
T $25900 | CT $20600
Round 6
T $22800 | CT $25100
Round 7
T $26950 | CT $28800
Round 8
T $24000 | CT $28300
Round 9
T $4550 | CT $28200
Round 10
T $26500 | CT $28050
Round 11
T $26200 | CT $25400
Round 12
T $26000 | CT $24450
Round 13
T $4300 | CT $4300
Round 14
T $19150 | CT $9500
Round 15
T $10800 | CT $25650
HT
Round 16
T $2250 | CT $26450
Round 17
T $22600 | CT $26450
Round 18
T $19800 | CT $30850
de_train train 18 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4350 | CT $4000
Round 2
T $3200 | CT $17900
Round 3
T $21800 | CT $26650
Round 4
T $25700 | CT $21750
Round 5
T $23200 | CT $5800
Round 6
T $23900 | CT $23200
Round 7
T $13200 | CT $26950
Round 8
T $2000 | CT $28000
Round 9
T $21800 | CT $29850
Round 10
T $9950 | CT $30050
Round 11
T $23900 | CT $30650
Round 12
T $28450 | CT $33600
Round 13
T $4900 | CT $4300
Round 14
T $20450 | CT $7350
Round 15
T $22050 | CT $3100
HT
Round 16
T $27750 | CT $26000
Round 17
T $14950 | CT $28200
Round 18
T $22600 | CT $23700
Aether Eco Rating: 4.4
Eco rounds
0/6 W (0%)
Force buy
0/4 W (0%)
Full buy
27 rounds
Avg Equip
$21398
Util Dmg
1795.00
48.5/rd
Opening K
11
30%/rd
Trade Kill Rate 42%
Headshot% 44%
2K
1
3K
2
4K
0
5K
16
Vagrants Eco Rating: 5.8
Eco rounds
0/8 W (0%)
Force buy
0/2 W (0%)
Full buy
19 rounds
Avg Equip
$18049
Util Dmg
810.00
27.9/rd
Opening K
8
28%/rd
Trade Kill Rate 48%
Headshot% 58%
2K
1
3K
3
4K
0
5K
14
CQ Feature Intelligence 534 features
null: 38.6% โฌก Gold
Form (30d / 90d)
WR 30d
50.0% vs 50.0%
WR 90d
45.5% vs 37.5%
Rating 30d
1.14 vs 0.97
Form Slope
โ†‘0.010 vs โ†“-0.200
Map Intelligence
CT WR 90d
51.6% vs 45.1%
T WR 90d
45.3% vs 41.3%
Pool Depth
2.0 vs 1.0
Team Dynamics
Days Rest
1.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.55 vs 0.88
Elo ฮ” -138
Elo Win% 31.2%
Aether Eco Rating: 4.4
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
44%
Trade Rate
42%
Opening K/Rd
30%
Util Dmg/Rd
48.5
Multi-Kill Rounds
2K
1
3K
2
4K
0
5K
16
Multi-Kill Score: 69
Vagrants Eco Rating: 5.8
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
58%
Trade Rate
48%
Opening K/Rd
28%
Util Dmg/Rd
27.9
Multi-Kill Rounds
2K
1
3K
3
4K
0
5K
14
Multi-Kill Score: 63
Quantum Locked

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

Current: 38.6% 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_inferno inferno 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 $4750 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 2 2 โ€” 1st half
T $19400 | CT $10800
T buy: half_buy CT buy: force_buy Bomb planted
Round 3 3 โ€” 1st half
T $21300 | CT $2700
T buy: half_buy CT buy: eco Bomb planted
Round 4 4 โ€” 1st half
T $20600 | CT $25750
T buy: half_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $25900 | CT $20600
T buy: full_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $22800 | CT $25100
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $26950 | CT $28800
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $24000 | CT $28300
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $4550 | CT $28200
T buy: eco CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $26500 | CT $28050
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $26200 | CT $25400
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $26000 | CT $24450
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $4300 | CT $4300
T buy: eco CT buy: eco
Round 14 14 โ€” 1st half
T $19150 | CT $9500
T buy: half_buy CT buy: force_buy
Round 15 15 โ€” 1st half
T $10800 | CT $25650
T buy: force_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $2250 | CT $26450
T buy: eco CT buy: full_buy
Round 17 17 โ€” 2nd half
T $22600 | CT $26450
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $19800 | CT $30850
T buy: half_buy CT buy: full_buy
de_train train 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 $4350 | CT $4000
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $3200 | CT $17900
T buy: eco CT buy: half_buy
Round 3 3 โ€” 1st half
T $21800 | CT $26650
T buy: half_buy CT buy: full_buy Bomb planted
Round 4 4 โ€” 1st half
T $25700 | CT $21750
T buy: full_buy CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $23200 | CT $5800
T buy: full_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $23900 | CT $23200
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $13200 | CT $26950
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $2000 | CT $28000
T buy: eco CT buy: full_buy
Round 9 9 โ€” 1st half
T $21800 | CT $29850
T buy: half_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $9950 | CT $30050
T buy: force_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $23900 | CT $30650
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $28450 | CT $33600
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $4900 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 14 14 โ€” 1st half
T $20450 | CT $7350
T buy: half_buy CT buy: force_buy Bomb planted
Round 15 15 โ€” 1st half
T $22050 | CT $3100
T buy: half_buy CT buy: eco Bomb planted
HT
Round 16 16 โ€” 2nd half
T $27750 | CT $26000
T buy: full_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $14950 | CT $28200
T buy: half_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $22600 | CT $23700
T buy: full_buy CT buy: full_buy Bomb planted