CounterQuant header

Counter-Strike 2 Intelligence

Real-time CS2 match data, event highlights and AI predictions.

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.

Live feed

Updates every 30 seconds

Match scores, map state and predictions refresh instantly.

Trusted data

HLTV, Liquipedia, GRID

Sourced, normalised, and exposed via API.

ICE Invitational 2025ยท T3 ONLINE BO3
FINAL 20 Jan 2025 12:07 UTC
Sashi
Sashi
Elo 1507
0 โ€“ 1
Winner: 500
500
500
Elo 1448
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 63% CONF WRONG
Sashi 63.0% 37.0% 500
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)
ancient
9 โ€“ 13
3|6vs4|9
500
Match Highlights Demo parsed
Top Performers
Top Fragger
altekz
24
kills
ADR 122.3
Top Assist
CeRq
8
assists
1 flash
Best ADR
altekz
122.3
avg dmg/rd
24K 15D
Best KAST
altekz
100.0%
KAST
24K 15D
Most HS
altekz
15
headshots
62% HS rate
Best K/D
Rainwaker
1.83
K/D ratio
22K 12D
de_ancient
ancient
9 โ€“ 13
500 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
Rainwaker
22 12 7 1.83 36% 96.0 90.5% 0.72
SHiPZ
20 14 6 1.43 55% 104.0 90.5% 0.69
CeRq
18 12 8 1.50 28% 105.1 85.7% 0.63
SPELLAN
12 15 6 0.80 42% 80.6 85.7% 0.44
Oxygen
6 19 4 0.32 67% 47.5 57.1% 0.17
CT SIDE
altekz
24 15 5 1.60 62% 122.3 100.0% 0.83
cabbi
16 12 3 1.33 75% 89.6 85.7% 0.63
iceberg
13 16 4 0.81 62% 75.1 76.2% 0.45
lucky
11 16 5 0.69 36% 68.9 66.7% 0.33
Zyphon
8 19 3 0.42 50% 57.2 66.7% 0.23
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Rainwaker
13 6 4 38% 95.1 100.0% 0.82
SHiPZ
14 8 3 50% 123.5 90.9% 0.84
CeRq
10 6 5 20% 113.5 90.9% 0.67
SPELLAN
4 9 4 50% 61.4 90.9% 0.31
Oxygen
5 11 4 60% 69.3 81.8% 0.3
1ST HALF โ€” CT SIDE
altekz
15 10 3 60% 146.0 100.0% 0.9
cabbi
8 8 2 62% 82.9 81.8% 0.53
iceberg
5 9 3 60% 57.9 81.8% 0.34
lucky
7 10 3 43% 77.3 63.6% 0.35
Zyphon
5 9 1 60% 64.6 63.6% 0.3
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Rainwaker
9 6 3 33% 97.0 80.0% 0.62
SHiPZ
6 6 3 67% 82.7 90.0% 0.54
CeRq
8 6 3 38% 96.0 80.0% 0.58
SPELLAN
8 6 2 38% 101.8 80.0% 0.59
Oxygen
1 8 0 100% 23.5 30.0% 0.07
2ND HALF โ€” T SIDE
altekz
9 5 2 67% 96.2 100.0% 0.75
cabbi
8 4 1 88% 97.0 90.0% 0.74
iceberg
8 7 1 62% 94.0 70.0% 0.56
lucky
4 6 2 25% 59.6 70.0% 0.3
Zyphon
3 10 2 33% 49.0 70.0% 0.13
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
altekz t1
24 15 5 1.60 62% 122.3 100.0% 21
Rainwaker t2
22 12 7 1.83 36% 96.0 90.5% 21
SHiPZ t2
20 14 6 1.43 55% 104.0 90.5% 21
CeRq t2
18 12 8 1.50 28% 105.1 85.7% 21
cabbi t1
16 12 3 1.33 75% 89.6 85.7% 21
iceberg t1
13 16 4 0.81 62% 75.1 76.2% 21
SPELLAN t2
12 15 6 0.80 42% 80.6 85.7% 21
lucky t1
11 16 5 0.69 36% 68.9 66.7% 21
Zyphon t1
8 19 3 0.42 50% 57.2 66.7% 21
Oxygen t2
6 19 4 0.32 67% 47.5 57.1% 21
Player Awards
🔫
Top Fragger
altekz
24 kills
🎯
Headshot Machine
altekz
62% HS
24K
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
Rainwaker
22 12 7 1.83 36% 96.0 90.5% 0.72
SHiPZ
20 14 6 1.43 55% 104.0 90.5% 0.69
CeRq
18 12 8 1.50 28% 105.1 85.7% 0.63
SPELLAN
12 15 6 0.80 42% 80.6 85.7% 0.44
Oxygen
6 19 4 0.32 67% 47.5 57.1% 0.17
altekz
24 15 5 1.60 62% 122.3 100.0% 0.83
cabbi
16 12 3 1.33 75% 89.6 85.7% 0.63
iceberg
13 16 4 0.81 62% 75.1 76.2% 0.45
lucky
11 16 5 0.69 36% 68.9 66.7% 0.33
Zyphon
8 19 3 0.42 50% 57.2 66.7% 0.23
de_ancient ancient 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $19650 | CT $12400
Round 3
T $23450 | CT $5400
Round 4
T $25900 | CT $28550
Round 5
T $22900 | CT $21100
Round 6
T $24300 | CT $8100
Round 7
T $24900 | CT $27850
Round 8
T $25400 | CT $23200
Round 9
T $15200 | CT $23150
Round 10
T $15100 | CT $25750
Round 11
T $20950 | CT $17450
Round 12
T $25500 | CT $17000
Round 13
T $4250 | CT $4250
Round 14
T $15950 | CT $21700
Round 15
T $24400 | CT $15600
HT
Round 16
T $25100 | CT $11300
Round 17
T $25100 | CT $23650
Round 18
T $23450 | CT $6250
Round 19
T $25200 | CT $25200
Round 20
T $27150 | CT $25150
Round 21
T $27450 | CT $26900
Round 22
T $25200 | CT $28500
Sashi Eco Rating: 5.2
Eco rounds
0/1 W (0%)
Full buy
15 rounds
Avg Equip
$22214
Util Dmg
2.00
0.1/rd
Opening K
10
62%/rd
Trade Kill Rate 42%
Headshot% 52%
2K
3
3K
3
4K
5
5K
9
500 Eco Rating: 15.3
Eco rounds
1/1 W (100%)
Force buy
0/5 W (0%)
Full buy
10 rounds
Avg Equip
$18974
Util Dmg
5.00
0.3/rd
Opening K
12
75%/rd
Trade Kill Rate 43%
Headshot% 53%
2K
6
3K
4
4K
4
5K
7
CQ Feature Intelligence 534 features
null: 35.4% โฌก Gold
Form (30d / 90d)
WR 30d
โ€” vs โ€”
WR 90d
36.0% vs 57.7%
Rating 30d
0.95 vs 1.09
Map Intelligence
CT WR 90d
47.8% vs 51.3%
T WR 90d
51.0% vs 53.4%
Pool Depth
1.0 vs 5.0
Team Dynamics
Days Rest
6.0d vs 29.0d
Roster Stab
โ€” vs โ€”
Synergy
1.0 vs 0.78
Elo ฮ” +21
Elo Win% 53.0%
Sashi Eco Rating: 5.2
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
52%
Trade Rate
42%
Opening K/Rd
62%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
3
3K
3
4K
5
5K
9
Multi-Kill Score: 60
500 Eco Rating: 15.3
Economy Mastery
Eco Win%
100%
Force Win%
0%
Kill Quality
Headshot%
53%
Trade Rate
43%
Opening K/Rd
75%
Util Dmg/Rd
0.3
Multi-Kill Rounds
2K
6
3K
4
4K
4
5K
7
Multi-Kill Score: 54
Quantum Locked

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

Current: 35.4% 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 22 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 $19650 | CT $12400
T buy: half_buy CT buy: force_buy Bomb planted
Round 3 3 โ€” 1st half
T $23450 | CT $5400
T buy: full_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $25900 | CT $28550
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $22900 | CT $21100
T buy: full_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $24300 | CT $8100
T buy: full_buy CT buy: force_buy Bomb planted
Round 7 7 โ€” 1st half
T $24900 | CT $27850
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $25400 | CT $23200
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $15200 | CT $23150
T buy: half_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $15100 | CT $25750
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $20950 | CT $17450
T buy: half_buy CT buy: half_buy Bomb planted
Round 12 12 โ€” 1st half
T $25500 | CT $17000
T buy: full_buy CT buy: half_buy
Round 13 13 โ€” 1st half
T $4250 | CT $4250
T buy: eco CT buy: eco Bomb planted
Round 14 14 โ€” 1st half
T $15950 | CT $21700
T buy: half_buy CT buy: half_buy Bomb planted
Round 15 15 โ€” 1st half
T $24400 | CT $15600
T buy: full_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $25100 | CT $11300
T buy: full_buy CT buy: force_buy
Round 17 17 โ€” 2nd half
T $25100 | CT $23650
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $23450 | CT $6250
T buy: full_buy CT buy: force_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25200 | CT $25200
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27150 | CT $25150
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $27450 | CT $26900
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $25200 | CT $28500
T buy: full_buy CT buy: full_buy