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Counter-Strike 2 Intelligence

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FINAL 25 Mar 2025 22:27 UTC
-72c
-72c
Elo 1512
0 โ€“ 1
Winner: Lynn Vision
Lynn Vision
Lynn Vision
Elo 1531
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 62% CONF WRONG
-72c 62.1% 37.9% Lynn Vision
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)
dust2
6 โ€“ 13
2|4vs8|5
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
We5tmeloN
21
kills
ADR 110.0
Top Assist
We5tmeloN
8
assists
2 flash
Best ADR
We5tmeloN
110.0
avg dmg/rd
21K 11D
Best KAST
Emil1aQAQ
95.0%
KAST
19K 12D
Most HS
We5tmeloN
10
headshots
48% HS rate
Best K/D
We5tmeloN
1.91
K/D ratio
21K 11D
de_dust2
dust2
6 โ€“ 13
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
We5tmeloN
21 11 8 1.91 48% 110.0 90.0% 0.77
Emil1aQAQ
19 12 4 1.58 53% 99.3 95.0% 0.71
Starryo1o3-
18 12 5 1.50 56% 106.1 90.0% 0.69
z4KR1114
16 11 7 1.45 38% 95.1 85.0% 0.61
C4LLM3SUE
8 10 4 0.80 38% 43.9 85.0% 0.37
CT SIDE
borosto
14 17 4 0.82 64% 85.4 70.0% 0.46
spira
13 16 4 0.81 62% 77.8 70.0% 0.44
f0rZ
10 18 1 0.56 20% 58.1 70.0% 0.25
whsup-
10 16 3 0.62 60% 67.0 80.0% 0.38
1nhuman
9 15 5 0.60 78% 56.9 65.0% 0.34
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
We5tmeloN
8 5 3 50% 114.6 87.5% 0.73
Emil1aQAQ
6 5 1 67% 81.8 87.5% 0.59
Starryo1o3-
7 3 1 57% 88.0 75.0% 0.69
z4KR1114
6 4 3 67% 87.5 87.5% 0.64
C4LLM3SUE
4 3 3 25% 52.9 100.0% 0.48
1ST HALF โ€” CT SIDE
borosto
5 7 0 80% 69.2 50.0% 0.37
spira
3 6 0 33% 50.9 62.5% 0.23
f0rZ
7 8 1 29% 101.6 75.0% 0.48
whsup-
1 6 1 100% 33.1 75.0% 0.22
1nhuman
4 4 2 75% 56.9 62.5% 0.43
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
We5tmeloN
13 6 5 46% 107.0 91.7% 0.8
Emil1aQAQ
13 7 3 46% 111.1 100.0% 0.8
Starryo1o3-
11 9 4 55% 118.2 100.0% 0.7
z4KR1114
10 7 4 20% 100.2 83.3% 0.59
C4LLM3SUE
4 7 1 50% 37.9 75.0% 0.29
2ND HALF โ€” T SIDE
borosto
9 10 4 56% 96.2 83.3% 0.52
spira
10 10 4 70% 95.8 75.0% 0.56
f0rZ
3 10 0 0% 29.1 66.7% 0.07
whsup-
9 10 2 56% 89.5 83.3% 0.51
1nhuman
5 11 3 80% 56.8 66.7% 0.28
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
21 11 8 1.91 48% 110.0 90.0% 20
Emil1aQAQ t1
19 12 4 1.58 53% 99.3 95.0% 20
Starryo1o3- t1
18 12 5 1.50 56% 106.1 90.0% 20
z4KR1114 t1
16 11 7 1.45 38% 95.1 85.0% 20
borosto t2
14 17 4 0.82 64% 85.4 70.0% 20
spira t2
13 16 4 0.81 62% 77.8 70.0% 20
f0rZ t2
10 18 1 0.56 20% 58.1 70.0% 20
whsup- t2
10 16 3 0.62 60% 67.0 80.0% 20
1nhuman t2
9 15 5 0.60 78% 56.9 65.0% 20
C4LLM3SUE t1
8 10 4 0.80 38% 43.9 85.0% 20
Player Awards
🔫
Top Fragger
We5tmeloN
21 kills
🎯
Headshot Machine
We5tmeloN
48% HS
21K
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
We5tmeloN
21 11 8 1.91 48% 110.0 90.0% 0.77
Emil1aQAQ
19 12 4 1.58 53% 99.3 95.0% 0.71
Starryo1o3-
18 12 5 1.50 56% 106.1 90.0% 0.69
z4KR1114
16 11 7 1.45 38% 95.1 85.0% 0.61
C4LLM3SUE
8 10 4 0.80 38% 43.9 85.0% 0.37
borosto
14 17 4 0.82 64% 85.4 70.0% 0.46
spira
13 16 4 0.81 62% 77.8 70.0% 0.44
f0rZ
10 18 1 0.56 20% 58.1 70.0% 0.25
whsup-
10 16 3 0.62 60% 67.0 80.0% 0.38
1nhuman
9 15 5 0.60 78% 56.9 65.0% 0.34
de_dust2 dust2 20 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 $4600
Round 3
T $3450 | CT $17050
Round 4
T $21950 | CT $27550
Round 5
T $18100 | CT $29250
Round 6
T $24450 | CT $27200
Round 7
T $25750 | CT $9700
Round 8
T $21600 | CT $28600
Round 9
T $9150 | CT $29450
Round 10
T $23650 | CT $31450
Round 11
T $25750 | CT $28250
Round 12
T $21300 | CT $28500
Round 13
T $25800 | CT $29350
Round 14
T $4650 | CT $4150
Round 15
T $13400 | CT $20700
HT
Round 16
T $24200 | CT $6600
Round 17
T $27650 | CT $5700
Round 18
T $28200 | CT $24250
Round 19
T $26050 | CT $29250
Round 20
T $27250 | CT $30950
Lynn Vision Eco Rating: 14.6
Eco rounds
2/3 W (67%)
Force buy
1/3 W (33%)
Full buy
12 rounds
Avg Equip
$20790
Util Dmg
1.00
0.1/rd
Opening K
12
67%/rd
Trade Kill Rate 42%
Headshot% 46%
2K
2
3K
2
4K
2
5K
10
-72c Eco Rating: 7.9
Eco rounds
1/4 W (25%)
Force buy
0/1 W (0%)
Full buy
10 rounds
Avg Equip
$18990
Util Dmg
5.00
0.3/rd
Opening K
9
60%/rd
Trade Kill Rate 47%
Headshot% 54%
2K
4
3K
3
4K
4
5K
7
CQ Feature Intelligence 534 features
null: 42.7% โฌก Gold
Form (30d / 90d)
WR 30d
50.0% vs 60.0%
WR 90d
50.0% vs 57.7%
Rating 30d
1.07 vs 1.18
Form Slope
โ†“-0.030 vs โ†“-0.020
Map Intelligence
CT WR 90d
54.7% vs 48.7%
T WR 90d
50.0% vs 54.5%
Pool Depth
3.0 vs 3.0
Team Dynamics
Days Rest
5.0d vs 5.0d
Roster Stab
โ€” vs โ€”
Synergy
0.73 vs 0.65
Elo ฮ” +174
Elo Win% 73.1%
Lynn Vision Eco Rating: 14.6
Economy Mastery
Eco Win%
67%
Force Win%
33%
Kill Quality
Headshot%
46%
Trade Rate
42%
Opening K/Rd
67%
Util Dmg/Rd
0.1
Multi-Kill Rounds
2K
2
3K
2
4K
2
5K
10
Multi-Kill Score: 52
-72c Eco Rating: 7.9
Economy Mastery
Eco Win%
25%
Force Win%
0%
Kill Quality
Headshot%
54%
Trade Rate
47%
Opening K/Rd
60%
Util Dmg/Rd
0.3
Multi-Kill Rounds
2K
4
3K
3
4K
4
5K
7
Multi-Kill Score: 50
Quantum Locked

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

Current: 42.7% 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 20 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 $4600
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $3450 | CT $17050
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $21950 | CT $27550
T buy: half_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $18100 | CT $29250
T buy: half_buy CT buy: full_buy Bomb planted
Round 6 6 โ€” 1st half
T $24450 | CT $27200
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $25750 | CT $9700
T buy: full_buy CT buy: force_buy Bomb planted
Round 8 8 โ€” 1st half
T $21600 | CT $28600
T buy: half_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $9150 | CT $29450
T buy: force_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $23650 | CT $31450
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25750 | CT $28250
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $21300 | CT $28500
T buy: half_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $25800 | CT $29350
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4650 | CT $4150
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $13400 | CT $20700
T buy: half_buy CT buy: half_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $24200 | CT $6600
T buy: full_buy CT buy: force_buy Bomb planted
Round 17 17 โ€” 2nd half
T $27650 | CT $5700
T buy: full_buy CT buy: force_buy Bomb planted
Round 18 18 โ€” 2nd half
T $28200 | CT $24250
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $26050 | CT $29250
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27250 | CT $30950
T buy: full_buy CT buy: full_buy Bomb planted