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.

FINAL 25 Mar 2025 22:27 UTC
Lynn Vision
Lynn Vision
Elo 1531
1 โ€“ 0
Winner: Lynn Vision
-72c
-72c
Elo 1512
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 71% CONF WRONG
Lynn Vision 29.0% 71.0% -72c
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€“ 3
9|4vs?|3
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
Starryo1o3-
19
kills
ADR 122.5
Top Assist
Emil1aQAQ
7
assists
0 flash
Best ADR
Starryo1o3-
122.5
avg dmg/rd
19K 10D
Best KAST
C4LLM3SUE
94.1%
KAST
15K 8D
Most HS
C4LLM3SUE
10
headshots
67% HS rate
Best K/D
Emil1aQAQ
2.29
K/D ratio
16K 7D
de_ancient
ancient
13 โ€“ 3
Lynn Vision 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
Starryo1o3-
19 10 5 1.90 37% 122.5 82.4% 0.77
Emil1aQAQ
16 7 7 2.29 50% 108.8 82.4% 0.74
C4LLM3SUE
15 8 6 1.88 67% 105.9 94.1% 0.75
We5tmeloN
13 6 6 2.17 69% 99.5 88.2% 0.71
z4KR1114
10 8 4 1.25 30% 56.9 88.2% 0.47
CT SIDE
borosto
12 16 4 0.75 58% 74.8 70.6% 0.41
whsup-
9 16 1 0.56 44% 68.8 41.2% 0.23
1nhuman
9 14 4 0.64 100% 66.5 47.1% 0.36
spira
6 16 2 0.38 67% 38.4 41.2% 0.14
f0rZ
5 15 2 0.33 60% 49.9 58.8% 0.18
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Starryo1o3-
8 4 2 38% 157.8 100.0% 1.02
Emil1aQAQ
5 2 2 60% 114.0 100.0% 0.84
C4LLM3SUE
6 2 2 83% 141.6 100.0% 1.01
We5tmeloN
3 2 2 67% 84.4 100.0% 0.63
z4KR1114
2 3 2 50% 53.6 100.0% 0.41
1ST HALF โ€” CT SIDE
borosto
2 5 1 0% 42.4 60.0% 0.09
whsup-
5 5 1 40% 113.4 60.0% 0.53
1nhuman
4 5 3 100% 111.0 60.0% 0.53
spira
2 5 1 0% 38.4 40.0% 0.04
f0rZ
1 5 2 100% 60.6 80.0% 0.23
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Starryo1o3-
11 6 3 36% 107.8 75.0% 0.67
Emil1aQAQ
11 5 5 45% 106.6 75.0% 0.7
C4LLM3SUE
9 6 4 56% 91.1 91.7% 0.64
We5tmeloN
10 4 4 70% 105.8 83.3% 0.75
z4KR1114
8 5 2 25% 58.3 83.3% 0.51
2ND HALF โ€” T SIDE
borosto
10 11 3 70% 88.3 75.0% 0.52
whsup-
4 11 0 50% 50.2 33.3% 0.11
1nhuman
5 9 1 100% 47.9 41.7% 0.29
spira
4 11 1 100% 38.3 41.7% 0.19
f0rZ
4 10 0 50% 45.5 50.0% 0.17
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
Starryo1o3- t1
19 10 5 1.90 37% 122.5 82.4% 17
Emil1aQAQ t1
16 7 7 2.29 50% 108.8 82.4% 17
C4LLM3SUE t1
15 8 6 1.88 67% 105.9 94.1% 17
We5tmeloN t1
13 6 6 2.17 69% 99.5 88.2% 17
borosto t2
12 16 4 0.75 58% 74.8 70.6% 17
z4KR1114 t1
10 8 4 1.25 30% 56.9 88.2% 17
whsup- t2
9 16 1 0.56 44% 68.8 41.2% 17
1nhuman t2
9 14 4 0.64 100% 66.5 47.1% 17
spira t2
6 16 2 0.38 67% 38.4 41.2% 17
f0rZ t2
5 15 2 0.33 60% 49.9 58.8% 17
Player Awards
🔫
Top Fragger
Starryo1o3-
19 kills
🎯
Headshot Machine
Starryo1o3-
37% HS
19K
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
Starryo1o3-
19 10 5 1.90 37% 122.5 82.4% 0.77
Emil1aQAQ
16 7 7 2.29 50% 108.8 82.4% 0.74
C4LLM3SUE
15 8 6 1.88 67% 105.9 94.1% 0.75
We5tmeloN
13 6 6 2.17 69% 99.5 88.2% 0.71
z4KR1114
10 8 4 1.25 30% 56.9 88.2% 0.47
borosto
12 16 4 0.75 58% 74.8 70.6% 0.41
whsup-
9 16 1 0.56 44% 68.8 41.2% 0.23
1nhuman
9 14 4 0.64 100% 66.5 47.1% 0.36
spira
6 16 2 0.38 67% 38.4 41.2% 0.14
f0rZ
5 15 2 0.33 60% 49.9 58.8% 0.18
de_ancient ancient 17 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4300 | CT $4250
Round 3
T $11800 | CT $21800
Round 4
T $4250 | CT $25350
Round 5
T $24900 | CT $26050
Round 6
T $16800 | CT $27800
Round 7
T $24000 | CT $30350
Round 8
T $13750 | CT $29850
Round 9
T $21050 | CT $29950
Round 10
T $24200 | CT $30750
Round 11
T $10250 | CT $29750
Round 12
T $23950 | CT $30050
Round 13
T $28350 | CT $32750
Round 14
T $4650 | CT $4250
Round 15
T $18100 | CT $4850
HT
Round 16
T $19700 | CT $18250
Round 17
T $25500 | CT $16450
Lynn Vision Eco Rating: 11.4
Eco rounds
2/4 W (50%)
Force buy
0/2 W (0%)
Full buy
6 rounds
Avg Equip
$16400
Util Dmg
3.00
0.2/rd
Opening K
7
58%/rd
Trade Kill Rate 55%
Headshot% 64%
2K
4
3K
1
4K
2
5K
6
-72c Eco Rating: 7.3
Eco rounds
1/4 W (25%)
Full buy
10 rounds
Avg Equip
$21515
Util Dmg
0.00
0.0/rd
Opening K
11
79%/rd
Trade Kill Rate 32%
Headshot% 48%
2K
1
3K
2
4K
2
5K
9
CQ Feature Intelligence 534 features
null: 42.3% โฌก Gold
Form (30d / 90d)
WR 30d
60.0% vs 50.0%
WR 90d
57.7% vs 50.0%
Rating 30d
1.18 vs 1.07
Form Slope
โ†“-0.020 vs โ†“-0.030
Map Intelligence
CT WR 90d
48.7% vs 54.7%
T WR 90d
54.5% vs 50.0%
Pool Depth
3.0 vs 3.0
Team Dynamics
Days Rest
5.0d vs 5.0d
Roster Stab
โ€” vs โ€”
Synergy
0.65 vs 0.73
Elo ฮ” -174
Elo Win% 26.9%
Lynn Vision Eco Rating: 11.4
Economy Mastery
Eco Win%
50%
Force Win%
0%
Kill Quality
Headshot%
64%
Trade Rate
55%
Opening K/Rd
58%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
4
3K
1
4K
2
5K
6
Multi-Kill Score: 36
-72c Eco Rating: 7.3
Economy Mastery
Eco Win%
25%
Force Win%
0%
Kill Quality
Headshot%
48%
Trade Rate
32%
Opening K/Rd
79%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
1
3K
2
4K
2
5K
9
Multi-Kill Score: 47
Quantum Locked

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

Current: 42.3% 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 17 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 buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4300 | CT $4250
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $11800 | CT $21800
T buy: force_buy CT buy: half_buy
Round 4 4 โ€” 1st half
T $4250 | CT $25350
T buy: eco CT buy: full_buy
Round 5 5 โ€” 1st half
T $24900 | CT $26050
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $16800 | CT $27800
T buy: half_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $24000 | CT $30350
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $13750 | CT $29850
T buy: half_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $21050 | CT $29950
T buy: half_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $24200 | CT $30750
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $10250 | CT $29750
T buy: force_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $23950 | CT $30050
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $28350 | CT $32750
T buy: full_buy CT buy: full_buy Bomb planted
Round 14 14 โ€” 1st half
T $4650 | CT $4250
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $18100 | CT $4850
T buy: half_buy CT buy: eco Bomb planted
HT
Round 16 16 โ€” 2nd half
T $19700 | CT $18250
T buy: half_buy CT buy: half_buy
Round 17 17 โ€” 2nd half
T $25500 | CT $16450
T buy: full_buy CT buy: half_buy