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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 Apr 2026 21:05 UTC
MANA
MANA
XK
Elo 1488
0 โ€“ 2
Winner: ASTRAL
ASTRAL
ASTRAL
XK
Elo 1509
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 58% CONF CORRECT
MANA 42.5% 57.5% ASTRAL
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)
mirage
7 โ€“ 13
2|5vs7|6
ASTRAL
ancient
7 โ€“ 13
4|3vs5|8
ASTRAL
Match Highlights Demo parsed
Top Performers
Top Fragger
gxx-
40
kills
Most HS
#69806
21
headshots
70% HS rate
Best K/D
#07218
1.71
K/D ratio
36K 21D
de_mirage
mirage
7 โ€“ 13
ASTRAL 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
cerber
14 15 โ€” 0.93 50% โ€” โ€” โ€”
BledarD
13 13 โ€” 1.00 31% โ€” โ€” โ€”
SENER1
12 14 โ€” 0.86 42% โ€” โ€” โ€”
ammar
10 16 โ€” 0.62 60% โ€” โ€” โ€”
Caleyy
9 19 โ€” 0.47 33% โ€” โ€” โ€”
CT SIDE
#07218
20 9 โ€” 2.22 60% โ€” โ€” โ€”
gxx-
20 13 โ€” 1.54 35% โ€” โ€” โ€”
#04570
14 14 โ€” 1.00 71% โ€” โ€” โ€”
swiz
13 14 โ€” 0.93 38% โ€” โ€” โ€”
#69806
13 11 โ€” 1.18 69% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
cerber
8 10 โ€” 50% โ€” โ€” โ€”
BledarD
10 7 โ€” 30% โ€” โ€” โ€”
SENER1
7 9 โ€” 29% โ€” โ€” โ€”
ammar
4 10 โ€” 75% โ€” โ€” โ€”
Caleyy
6 11 โ€” 50% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
#07218
14 6 โ€” 64% โ€” โ€” โ€”
gxx-
14 8 โ€” 29% โ€” โ€” โ€”
#04570
7 8 โ€” 86% โ€” โ€” โ€”
swiz
7 8 โ€” 29% โ€” โ€” โ€”
#69806
6 6 โ€” 67% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
cerber
6 5 โ€” 50% โ€” โ€” โ€”
BledarD
3 6 โ€” 33% โ€” โ€” โ€”
SENER1
5 5 โ€” 60% โ€” โ€” โ€”
ammar
6 6 โ€” 50% โ€” โ€” โ€”
Caleyy
3 8 โ€” 0% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
#07218
6 3 โ€” 50% โ€” โ€” โ€”
gxx-
6 5 โ€” 50% โ€” โ€” โ€”
#04570
7 6 โ€” 57% โ€” โ€” โ€”
swiz
6 6 โ€” 50% โ€” โ€” โ€”
#69806
7 5 โ€” 71% โ€” โ€” โ€”
Highlights available for subscribers Sign in
de_ancient
ancient
7 โ€“ 13
ASTRAL 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
gxx-
20 15 โ€” 1.33 25% โ€” โ€” โ€”
swiz
19 11 โ€” 1.73 68% โ€” โ€” โ€”
#69806
17 13 โ€” 1.31 71% โ€” โ€” โ€”
#07218
16 12 โ€” 1.33 31% โ€” โ€” โ€”
#04570
11 18 โ€” 0.61 55% โ€” โ€” โ€”
CT SIDE
BledarD
17 13 โ€” 1.31 59% โ€” โ€” โ€”
ammar
16 16 โ€” 1.00 75% โ€” โ€” โ€”
SENER1
15 17 โ€” 0.88 40% โ€” โ€” โ€”
cerber
10 18 โ€” 0.56 90% โ€” โ€” โ€”
Caleyy
8 16 โ€” 0.50 50% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
gxx-
12 9 โ€” 25% โ€” โ€” โ€”
swiz
11 7 โ€” 82% โ€” โ€” โ€”
#69806
11 8 โ€” 73% โ€” โ€” โ€”
#07218
11 6 โ€” 18% โ€” โ€” โ€”
#04570
3 11 โ€” 100% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
BledarD
9 8 โ€” 44% โ€” โ€” โ€”
ammar
10 10 โ€” 70% โ€” โ€” โ€”
SENER1
10 10 โ€” 40% โ€” โ€” โ€”
cerber
7 12 โ€” 100% โ€” โ€” โ€”
Caleyy
5 8 โ€” 40% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
gxx-
8 6 โ€” 25% โ€” โ€” โ€”
swiz
8 4 โ€” 50% โ€” โ€” โ€”
#69806
6 5 โ€” 67% โ€” โ€” โ€”
#07218
5 6 โ€” 60% โ€” โ€” โ€”
#04570
8 7 โ€” 38% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
BledarD
8 5 โ€” 75% โ€” โ€” โ€”
ammar
6 6 โ€” 83% โ€” โ€” โ€”
SENER1
5 7 โ€” 40% โ€” โ€” โ€”
cerber
3 6 โ€” 67% โ€” โ€” โ€”
Caleyy
3 8 โ€” 67% 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
gxx- t1
40 28 โ€” 1.43 30% โ€” โ€” โ€”
#07218 t2
36 21 โ€” 1.71 47% โ€” โ€” โ€”
swiz t1
32 25 โ€” 1.28 56% โ€” โ€” โ€”
BledarD t2
30 26 โ€” 1.15 47% โ€” โ€” โ€”
#69806 t1
30 24 โ€” 1.25 70% โ€” โ€” โ€”
SENER1 t1
27 31 โ€” 0.87 41% โ€” โ€” โ€”
ammar t2
26 32 โ€” 0.81 69% โ€” โ€” โ€”
#04570 t1
25 32 โ€” 0.78 64% โ€” โ€” โ€”
cerber t2
24 33 โ€” 0.73 67% โ€” โ€” โ€”
Caleyy t2
17 35 โ€” 0.49 41% โ€” โ€” โ€”
Player Awards
🔫
Top Fragger
gxx-
40 kills
🎯
Headshot Machine
gxx-
30% HS
40K
Per-Map Player Stats per map ยท sorted by kills
de_mirage mirage 10 players
Player K D A K/D HS% ADR KAST% Impact
cerber
14 15 โ€” 0.93 50% โ€” โ€” โ€”
BledarD
13 13 โ€” 1.00 31% โ€” โ€” โ€”
SENER1
12 14 โ€” 0.86 42% โ€” โ€” โ€”
ammar
10 16 โ€” 0.62 60% โ€” โ€” โ€”
Caleyy
9 19 โ€” 0.47 33% โ€” โ€” โ€”
#07218
20 9 โ€” 2.22 60% โ€” โ€” โ€”
gxx-
20 13 โ€” 1.54 35% โ€” โ€” โ€”
#04570
14 14 โ€” 1.00 71% โ€” โ€” โ€”
swiz
13 14 โ€” 0.93 38% โ€” โ€” โ€”
#69806
13 11 โ€” 1.18 69% โ€” โ€” โ€”
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
gxx-
20 15 โ€” 1.33 25% โ€” โ€” โ€”
swiz
19 11 โ€” 1.73 68% โ€” โ€” โ€”
#69806
17 13 โ€” 1.31 71% โ€” โ€” โ€”
#07218
16 12 โ€” 1.33 31% โ€” โ€” โ€”
#04570
11 18 โ€” 0.61 55% โ€” โ€” โ€”
BledarD
17 13 โ€” 1.31 59% โ€” โ€” โ€”
ammar
16 16 โ€” 1.00 75% โ€” โ€” โ€”
SENER1
15 17 โ€” 0.88 40% โ€” โ€” โ€”
cerber
10 18 โ€” 0.56 90% โ€” โ€” โ€”
Caleyy
8 16 โ€” 0.50 50% โ€” โ€” โ€”
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 $18050 | CT $12600
Round 4
T $12000 | CT $23250
Round 5
T $22700 | CT $10050
Round 6
T $20100 | CT $12050
Round 7
T $23950 | CT $7200
Round 8
T $27450 | CT $27000
Round 9
T $20950 | CT $29250
Round 10
T $27450 | CT $12850
Round 11
T $27450 | CT $26300
Round 12
T $23850 | CT $25800
Round 13
T $11650 | CT $30550
Round 14
T $4200 | CT $4500
Round 15
T $20500 | CT $11300
HT
Round 16
T $24200 | CT $4150
Round 17
T $25000 | CT $26550
Round 18
T $22950 | CT $27250
Round 19
T $1500 | CT $30150
Round 20
T $22300 | CT $30750
Round 21
T $16300 | CT $30450
de_mirage mirage 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 $1000 | CT $21300
Round 4
T $22600 | CT $24800
Round 5
T $25300 | CT $23350
Round 6
T $9300 | CT $27200
Round 7
T $28250 | CT $10050
Round 8
T $27650 | CT $1200
Round 9
T $27850 | CT $25450
Round 10
T $25150 | CT $28100
Round 11
T $2000 | CT $29550
Round 12
T $23100 | CT $30350
Round 13
T $24500 | CT $29300
Round 14
T $4300 | CT $4000
Round 15
T $19150 | CT $9350
HT
Round 16
T $21300 | CT $7850
Round 17
T $26550 | CT $27600
Round 18
T $27350 | CT $23050
Round 19
T $26850 | CT $29850
Round 20
T $27150 | CT $21750
Round 21
T $11200 | CT $29100
MANA Eco Rating: 5.4
Eco rounds
0/2 W (0%)
Force buy
0/3 W (0%)
Full buy
33 rounds
Avg Equip
$19818
Util Dmg
1102.00
29.0/rd
Opening K
11
29%/rd
Trade Kill Rate 54%
Headshot% 54%
2K
0
3K
0
4K
0
5K
19
ASTRAL Eco Rating: 5.1
Eco rounds
0/1 W (0%)
Force buy
0/2 W (0%)
Full buy
34 rounds
Avg Equip
$20663
Util Dmg
683.00
18.5/rd
Opening K
8
22%/rd
Trade Kill Rate 44%
Headshot% 51%
2K
0
3K
2
4K
1
5K
16
CQ Feature Intelligence 524 features
null: 35.5% โฌก Gold
Form (30d / 90d)
WR 30d
43.8% vs 41.2%
WR 90d
53.3% vs 23.2%
Rating 30d
1.08 vs 1.07
Form Slope
โ†“-0.040 vs โ†‘0.030
Map Intelligence
CT WR 90d
52.0% vs 52.1%
T WR 90d
50.1% vs 45.5%
Pool Depth
5.0 vs 1.0
Team Dynamics
Days Rest
1.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.75 vs 0.33
Elo Win% 50.0%
MANA Eco Rating: 5.4
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
54%
Trade Rate
54%
Opening K/Rd
29%
Util Dmg/Rd
29.0
Multi-Kill Rounds
2K
0
3K
0
4K
0
5K
19
Multi-Kill Score: 76
ASTRAL Eco Rating: 5.1
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
51%
Trade Rate
44%
Opening K/Rd
22%
Util Dmg/Rd
18.5
Multi-Kill Rounds
2K
0
3K
2
4K
1
5K
16
Multi-Kill Score: 71
Quantum Locked

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

Current: 35.5% 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€” Bomb planted
Round 3 3 โ€” 1st half
T $18050 | CT $12600
T buy: half_buy CT buy: half_buy
Round 4 4 โ€” 1st half
T $12000 | CT $23250
T buy: force_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $22700 | CT $10050
T buy: full_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $20100 | CT $12050
T buy: half_buy CT buy: force_buy Bomb planted
Round 7 7 โ€” 1st half
T $23950 | CT $7200
T buy: full_buy CT buy: force_buy Bomb planted
Round 8 8 โ€” 1st half
T $27450 | CT $27000
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $20950 | CT $29250
T buy: half_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27450 | CT $12850
T buy: full_buy CT buy: half_buy Bomb planted
Round 11 11 โ€” 1st half
T $27450 | CT $26300
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $23850 | CT $25800
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $11650 | CT $30550
T buy: force_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4200 | CT $4500
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $20500 | CT $11300
T buy: half_buy CT buy: force_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $24200 | CT $4150
T buy: full_buy CT buy: eco Bomb planted
Round 17 17 โ€” 2nd half
T $25000 | CT $26550
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $22950 | CT $27250
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $1500 | CT $30150
T buy: eco CT buy: full_buy
Round 20 20 โ€” 2nd half
T $22300 | CT $30750
T buy: half_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $16300 | CT $30450
T buy: half_buy CT buy: full_buy
de_mirage mirage 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 $1000 | CT $21300
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $22600 | CT $24800
T buy: full_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $25300 | CT $23350
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $9300 | CT $27200
T buy: force_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $28250 | CT $10050
T buy: full_buy CT buy: force_buy Bomb planted
Round 8 8 โ€” 1st half
T $27650 | CT $1200
T buy: full_buy CT buy: eco
Round 9 9 โ€” 1st half
T $27850 | CT $25450
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $25150 | CT $28100
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $2000 | CT $29550
T buy: eco CT buy: full_buy
Round 12 12 โ€” 1st half
T $23100 | CT $30350
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $24500 | CT $29300
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4300 | CT $4000
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $19150 | CT $9350
T buy: half_buy CT buy: force_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $21300 | CT $7850
T buy: half_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $26550 | CT $27600
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $27350 | CT $23050
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $26850 | CT $29850
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27150 | CT $21750
T buy: full_buy CT buy: half_buy
Round 21 21 โ€” 2nd half
T $11200 | CT $29100
T buy: force_buy CT buy: full_buy Bomb planted