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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 29 Mar 2026 15:49 UTC
ES
ESC
Elo 1483
1 โ€“ 0
Winner: ESC
CS
cswalkers
Elo 1525
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 66% CONF WRONG
ESC 33.6% 66.4% cswalkers
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)
ancient
13 โ€“ 5
5|8vs4|1
ESC
Match Highlights Demo parsed
Top Performers
Top Fragger
reiko
23
kills
ADR 98.0
Top Assist
moonwalk
10
assists
0 flash
Best ADR
reiko
98.0
avg dmg/rd
23K 18D
Best KAST
SaMey
90.5%
KAST
19K 12D
Most HS
reiko
11
headshots
48% HS rate
Best K/D
SaMey
1.58
K/D ratio
19K 12D
de_ancient
ancient
13 โ€“ 5
ESC 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
HenkkyG
17 19 5 0.89 24% 64.8 61.9% 0.38
awks
17 14 2 1.21 18% 69.2 66.7% 0.46
njuki
13 19 2 0.68 23% 66.1 71.4% 0.32
Jimmbo
12 20 5 0.60 50% 55.2 76.2% 0.32
PYREXX
12 15 4 0.80 50% 58.5 76.2% 0.4
CT SIDE
reiko
23 18 5 1.28 48% 98.0 66.7% 0.62
SaMey
19 12 4 1.58 21% 83.7 90.5% 0.62
bajmi
18 13 1 1.38 44% 73.0 81.0% 0.58
olimp
15 16 6 0.94 27% 59.2 85.7% 0.44
moonwalk
13 14 10 0.93 54% 67.3 81.0% 0.46
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
HenkkyG
10 8 1 20% 57.5 75.0% 0.57
awks
6 7 1 17% 33.6 62.5% 0.31
njuki
5 9 2 20% 66.5 75.0% 0.26
Jimmbo
5 9 2 20% 38.6 62.5% 0.19
PYREXX
5 8 3 60% 64.2 75.0% 0.36
1ST HALF โ€” CT SIDE
reiko
10 8 1 40% 90.4 75.0% 0.65
SaMey
7 6 2 14% 66.5 87.5% 0.51
bajmi
11 6 1 27% 101.5 87.5% 0.81
olimp
8 6 1 12% 46.6 87.5% 0.53
moonwalk
6 6 5 50% 57.1 87.5% 0.49
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
HenkkyG
7 11 4 29% 69.2 53.8% 0.27
awks
11 7 1 18% 91.2 69.2% 0.56
njuki
8 10 0 25% 65.9 69.2% 0.36
Jimmbo
7 11 3 71% 65.4 84.6% 0.4
PYREXX
7 7 1 43% 55.0 76.9% 0.42
2ND HALF โ€” T SIDE
reiko
13 10 4 54% 102.6 61.5% 0.61
SaMey
12 6 2 25% 94.2 92.3% 0.69
bajmi
7 7 0 71% 55.5 76.9% 0.46
olimp
7 10 5 43% 66.9 84.6% 0.39
moonwalk
7 8 5 57% 73.6 76.9% 0.45
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
reiko t2
23 18 5 1.28 48% 98.0 66.7% 21
SaMey t2
19 12 4 1.58 21% 83.7 90.5% 21
bajmi t2
18 13 1 1.38 44% 73.0 81.0% 21
HenkkyG t1
17 19 5 0.89 24% 64.8 61.9% 21
awks t1
17 14 2 1.21 18% 69.2 66.7% 21
olimp t2
15 16 6 0.94 27% 59.2 85.7% 21
njuki t1
13 19 2 0.68 23% 66.1 71.4% 21
moonwalk t2
13 14 10 0.93 54% 67.3 81.0% 21
Jimmbo t1
12 20 5 0.60 50% 55.2 76.2% 21
PYREXX t1
12 15 4 0.80 50% 58.5 76.2% 21
Player Awards
🔫
Top Fragger
reiko
23 kills
🎯
Headshot Machine
reiko
48% HS
23K
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
HenkkyG
17 19 5 0.89 24% 64.8 61.9% 0.38
awks
17 14 2 1.21 18% 69.2 66.7% 0.46
njuki
13 19 2 0.68 23% 66.1 71.4% 0.32
Jimmbo
12 20 5 0.60 50% 55.2 76.2% 0.32
PYREXX
12 15 4 0.80 50% 58.5 76.2% 0.4
reiko
23 18 5 1.28 48% 98.0 66.7% 0.62
SaMey
19 12 4 1.58 21% 83.7 90.5% 0.62
bajmi
18 13 1 1.38 44% 73.0 81.0% 0.58
olimp
15 16 6 0.94 27% 59.2 85.7% 0.44
moonwalk
13 14 10 0.93 54% 67.3 81.0% 0.46
de_ancient ancient 21 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4250 | CT $4250
Round 3
T $4750 | CT $4000
Round 4
T $19650 | CT $11650
Round 5
T $21050 | CT $2600
Round 6
T $23250 | CT $28100
Round 7
T $27350 | CT $28600
Round 8
T $27450 | CT $5800
Round 9
T $27650 | CT $26850
Round 10
T $27650 | CT $15900
Round 11
T $27650 | CT $29150
Round 12
T $27350 | CT $29500
Round 13
T $21050 | CT $29550
Round 14
T $20800 | CT $24350
Round 15
T $4550 | CT $4500
HT
Round 16
T $1700 | CT $20350
Round 17
T $22100 | CT $22750
Round 18
T $8750 | CT $29550
Round 19
T $8100 | CT $29550
Round 20
T $27350 | CT $30850
Round 21
T $27250 | CT $28300
ESC Eco Rating: 3.9
Eco rounds
0/1 W (0%)
Force buy
0/2 W (0%)
Full buy
16 rounds
Avg Equip
$18236
Util Dmg
224.00
11.8/rd
Opening K
10
53%/rd
Trade Kill Rate 45%
Headshot% 39%
2K
0
3K
5
4K
2
5K
8
cswalkers Eco Rating: 3.2
Force buy
0/4 W (0%)
Full buy
15 rounds
Avg Equip
$19495
Util Dmg
569.00
29.9/rd
Opening K
11
58%/rd
Trade Kill Rate 41%
Headshot% 32%
2K
2
3K
3
4K
3
5K
9
CQ Feature Intelligence 524 features
null: 66.4% โฌก Gold
Form (30d / 90d)
WR 30d
75.0% vs โ€”
WR 90d
75.0% vs โ€”
Rating 30d
1.1 vs โ€”
Form Slope
โ†‘0.100 vs โ€”
Map Intelligence
CT WR 90d
43.6% vs โ€”
T WR 90d
51.7% vs โ€”
Pool Depth
โ€” vs โ€”
Team Dynamics
Days Rest
4.0d vs 30.0d
Roster Stab
โ€” vs โ€”
Elo ฮ” -135
Elo Win% 31.5%
ESC Eco Rating: 3.9
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
39%
Trade Rate
45%
Opening K/Rd
53%
Util Dmg/Rd
11.8
Multi-Kill Rounds
2K
0
3K
5
4K
2
5K
8
Multi-Kill Score: 48
cswalkers Eco Rating: 3.2
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
32%
Trade Rate
41%
Opening K/Rd
58%
Util Dmg/Rd
29.9
Multi-Kill Rounds
2K
2
3K
3
4K
3
5K
9
Multi-Kill Score: 53
Quantum Locked

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

Current: 66.4% 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 $3250 | CT $3250 T WIN โ€” CT ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $4250 | CT $4250
T buy: force_buy CT buy: force_buy
Round 3 3 โ€” 1st half
T $4750 | CT $4000 BOMB EXPLODED
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $19650 | CT $11650 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $21050 | CT $2600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $23250 | CT $28100 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $27350 | CT $28600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $27450 | CT $5800 T WIN โ€” CT ELIM
T buy: full_buy CT buy: half_buy Bomb planted
Round 9 9 โ€” 1st half
T $27650 | CT $26850 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $27650 | CT $15900 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $27650 | CT $29150 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27350 | CT $29500 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $21050 | CT $29550 BOMB EXPLODED
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $20800 | CT $24350 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $4550 | CT $4500 CT WIN โ€” T ELIM
T buy: half_buy CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $1700 | CT $20350 CT WIN โ€” T ELIM
T buy: eco CT buy: full_buy
Round 17 17 โ€” 2nd half
T $22100 | CT $22750 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $8750 | CT $29550
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $8100 | CT $29550 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27350 | CT $30850 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $27250 | CT $28300 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy