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Counter-Strike 2 Intelligence

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FINAL 28 Jan 2025 22:54 UTC
Lynn Vision
Lynn Vision
Elo 1531
1 โ€“ 0
Winner: Lynn Vision
The Huns
The Huns
Elo 1524
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 68% CONF WRONG
Lynn Vision 32.3% 67.7% The Huns
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)
dust2
13 โ€“ 7
5|8vs?|7
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
We5tmeloN
22
kills
ADR 115.6
Top Assist
z4KR1114
8
assists
0 flash
Best ADR
We5tmeloN
115.6
avg dmg/rd
22K 12D
Best KAST
C4LLM3SUE
85.7%
KAST
14K 13D
Most HS
We5tmeloN
13
headshots
59% HS rate
Best K/D
We5tmeloN
1.83
K/D ratio
22K 12D
de_dust2
dust2
13 โ€“ 7
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
keyglock33
15 12 4 1.25 67% 84.7 76.2% 0.57
nin9-
15 15 2 1.00 47% 84.0 61.9% 0.46
xerolte
12 18 6 0.67 75% 76.8 66.7% 0.39
cobrazera--
10 17 4 0.59 40% 71.6 61.9% 0.29
execbartkk
9 17 0 0.53 44% 40.8 66.7% 0.24
CT SIDE
We5tmeloN
22 12 5 1.83 59% 115.6 81.0% 0.76
z4KR1114
20 13 8 1.54 25% 114.9 81.0% 0.66
Starryo1o3-
14 11 5 1.27 57% 79.3 76.2% 0.54
C4LLM3SUE
14 13 7 1.08 64% 90.0 85.7% 0.56
Emil1aQAQ
9 12 6 0.75 67% 57.6 71.4% 0.39
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
keyglock33
10 7 3 80% 85.6 76.9% 0.63
nin9-
12 8 1 42% 101.4 69.2% 0.62
xerolte
11 10 4 82% 105.1 84.6% 0.64
cobrazera--
9 11 3 44% 86.6 61.5% 0.41
execbartkk
3 9 0 33% 16.8 61.5% 0.12
1ST HALF โ€” CT SIDE
We5tmeloN
10 10 2 60% 83.9 69.2% 0.5
z4KR1114
14 11 3 36% 115.5 69.2% 0.63
Starryo1o3-
5 8 4 40% 65.8 61.5% 0.3
C4LLM3SUE
11 8 4 73% 114.5 76.9% 0.67
Emil1aQAQ
5 8 3 40% 55.2 61.5% 0.29
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
keyglock33
5 5 1 40% 83.1 75.0% 0.47
nin9-
3 7 1 67% 55.9 50.0% 0.22
xerolte
1 8 2 0% 30.9 37.5% -0.1
cobrazera--
1 6 1 0% 47.2 62.5% 0.06
execbartkk
6 8 0 50% 79.8 75.0% 0.42
2ND HALF โ€” T SIDE
We5tmeloN
12 2 3 58% 167.0 100.0% 1.19
z4KR1114
6 2 5 0% 113.9 100.0% 0.68
Starryo1o3-
9 3 1 67% 101.2 100.0% 0.9
C4LLM3SUE
3 5 3 33% 50.2 100.0% 0.36
Emil1aQAQ
4 4 3 100% 61.4 87.5% 0.54
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
We5tmeloN t1
22 12 5 1.83 59% 115.6 81.0% 21
z4KR1114 t1
20 13 8 1.54 25% 114.9 81.0% 21
keyglock33 t2
15 12 4 1.25 67% 84.7 76.2% 21
nin9- t2
15 15 2 1.00 47% 84.0 61.9% 21
Starryo1o3- t1
14 11 5 1.27 57% 79.3 76.2% 21
C4LLM3SUE t1
14 13 7 1.08 64% 90.0 85.7% 21
xerolte t2
12 18 6 0.67 75% 76.8 66.7% 21
cobrazera-- t2
10 17 4 0.59 40% 71.6 61.9% 21
execbartkk t2
9 17 0 0.53 44% 40.8 66.7% 21
Emil1aQAQ t1
9 12 6 0.75 67% 57.6 71.4% 21
Player Awards
🔫
Top Fragger
We5tmeloN
22 kills
🎯
Headshot Machine
We5tmeloN
59% HS
22K
Per-Map Player Stats per map ยท sorted by kills
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
keyglock33
15 12 4 1.25 67% 84.7 76.2% 0.57
nin9-
15 15 2 1.00 47% 84.0 61.9% 0.46
xerolte
12 18 6 0.67 75% 76.8 66.7% 0.39
cobrazera--
10 17 4 0.59 40% 71.6 61.9% 0.29
execbartkk
9 17 0 0.53 44% 40.8 66.7% 0.24
We5tmeloN
22 12 5 1.83 59% 115.6 81.0% 0.76
z4KR1114
20 13 8 1.54 25% 114.9 81.0% 0.66
Starryo1o3-
14 11 5 1.27 57% 79.3 76.2% 0.54
C4LLM3SUE
14 13 7 1.08 64% 90.0 85.7% 0.56
Emil1aQAQ
9 12 6 0.75 67% 57.6 71.4% 0.39
de_dust2 dust2 21 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4200 | CT $4900
Round 3
T $17550 | CT $12150
Round 4
T $23050 | CT $2500
Round 5
T $25150 | CT $27000
Round 6
T $24900 | CT $28750
Round 7
T $27450 | CT $21450
Round 8
T $21700 | CT $29100
Round 9
T $3200 | CT $29250
Round 10
T $20450 | CT $30250
Round 11
T $23350 | CT $28450
Round 12
T $27250 | CT $21300
Round 13
T $28250 | CT $12200
Round 14
T $4150 | CT $4100
Round 15
T $18250 | CT $10750
HT
Round 16
T $23500 | CT $6450
Round 17
T $27750 | CT $26850
Round 18
T $26750 | CT $29250
Round 19
T $27300 | CT $21800
Round 20
T $27300 | CT $16600
Round 21
T $30000 | CT $21950
Lynn Vision Eco Rating: 10.6
Eco rounds
2/4 W (50%)
Full buy
13 rounds
Avg Equip
$20702
Util Dmg
5.00
0.3/rd
Opening K
8
47%/rd
Trade Kill Rate 37%
Headshot% 56%
2K
2
3K
2
4K
2
5K
12
The Huns Eco Rating: 9.9
Eco rounds
1/4 W (25%)
Force buy
1/4 W (25%)
Full buy
8 rounds
Avg Equip
$18490
Util Dmg
1.00
0.1/rd
Opening K
14
88%/rd
Trade Kill Rate 25%
Headshot% 49%
2K
4
3K
3
4K
3
5K
6
CQ Feature Intelligence 534 features
null: 35.2% โฌก Gold
Form (30d / 90d)
WR 30d
50.0% vs 50.0%
WR 90d
46.2% vs 50.0%
Rating 30d
1.19 vs 1.3
Form Slope
โ†“-0.030 vs โ€”
Map Intelligence
CT WR 90d
45.8% vs 46.9%
T WR 90d
59.4% vs 57.9%
Pool Depth
5.0 vs 1.0
Team Dynamics
Days Rest
4.0d vs 4.0d
Roster Stab
โ€” vs โ€”
Synergy
0.51 vs 0.52
Elo ฮ” -115
Elo Win% 34.1%
Lynn Vision Eco Rating: 10.6
Economy Mastery
Eco Win%
50%
Force Win%
0%
Kill Quality
Headshot%
56%
Trade Rate
37%
Opening K/Rd
47%
Util Dmg/Rd
0.3
Multi-Kill Rounds
2K
2
3K
2
4K
2
5K
12
Multi-Kill Score: 60
The Huns Eco Rating: 9.9
Economy Mastery
Eco Win%
25%
Force Win%
25%
Kill Quality
Headshot%
49%
Trade Rate
25%
Opening K/Rd
88%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
4
3K
3
4K
3
5K
6
Multi-Kill Score: 43
Quantum Locked

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

Current: 35.2% 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_dust2 dust2 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 buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4200 | CT $4900
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $17550 | CT $12150
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $23050 | CT $2500
T buy: full_buy CT buy: eco Bomb planted
Round 5 5 โ€” 1st half
T $25150 | CT $27000
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $24900 | CT $28750
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $27450 | CT $21450
T buy: full_buy CT buy: half_buy
Round 8 8 โ€” 1st half
T $21700 | CT $29100
T buy: half_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $3200 | CT $29250
T buy: eco CT buy: full_buy
Round 10 10 โ€” 1st half
T $20450 | CT $30250
T buy: half_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $23350 | CT $28450
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27250 | CT $21300
T buy: full_buy CT buy: half_buy Bomb planted
Round 13 13 โ€” 1st half
T $28250 | CT $12200
T buy: full_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $4150 | CT $4100
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $18250 | CT $10750
T buy: half_buy CT buy: force_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $23500 | CT $6450
T buy: full_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $27750 | CT $26850
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $26750 | CT $29250
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $27300 | CT $21800
T buy: full_buy CT buy: half_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27300 | CT $16600
T buy: full_buy CT buy: half_buy Bomb planted
Round 21 21 โ€” 2nd half
T $30000 | CT $21950
T buy: full_buy CT buy: half_buy Bomb planted