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Counter-Strike 2 Intelligence

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FINAL 09 Mar 2026 22:42 UTC
Lynn Vision
Lynn Vision
Elo 1531
0 โ€“ 1
Winner: Alter Ego
Alter Ego
Alter Ego
ID
Elo 1507
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 74% CONF CORRECT
Lynn Vision 25.8% 74.2% Alter Ego
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)
nuke
14 โ€“ 16
7|5vs7|5
Alter Ego
Match Highlights Demo parsed
Top Performers
Top Fragger
whystarry
30
kills
ADR 108.6
Top Assist
BnTeTT
11
assists
0 flash
Best ADR
whystarry
108.6
avg dmg/rd
30K 21D
Best KAST
whystarry
80.0%
KAST
30K 21D
Most HS
whystarry
18
headshots
60% HS rate
Best K/D
whystarry
1.43
K/D ratio
30K 21D
de_nuke
nuke
14 โ€“ 16
Alter Ego 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
BOROS1
28 25 1 1.12 64% 96.8 66.7% 0.58
Polbandana
24 19 2 1.26 46% 75.7 76.7% 0.54
Gratisfaction
23 21 4 1.10 30% 79.2 70.0% 0.47
BnTeTT
21 23 11 0.91 38% 90.8 66.7% 0.44
pokemoncs2
12 21 3 0.57 58% 46.6 60.0% 0.28
CT SIDE
whystarry
30 21 8 1.43 60% 108.6 80.0% 0.69
westmelon
27 22 8 1.23 59% 95.9 80.0% 0.62
z4KR
18 22 2 0.82 33% 65.7 70.0% 0.37
q.suuu
17 19 4 0.89 47% 62.2 70.0% 0.4
EmiliaQAQ
14 22 1 0.64 50% 60.4 66.7% 0.32
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
BOROS1
8 13 1 75% 57.8 60.0% 0.33
Polbandana
15 12 2 47% 93.5 80.0% 0.62
Gratisfaction
9 11 1 11% 62.5 60.0% 0.31
BnTeTT
13 11 4 54% 108.1 73.3% 0.6
pokemoncs2
7 11 2 71% 52.7 66.7% 0.34
1ST HALF โ€” CT SIDE
whystarry
17 10 6 65% 125.1 86.7% 0.81
westmelon
16 11 4 50% 110.0 86.7% 0.72
z4KR
9 11 1 22% 65.4 66.7% 0.35
q.suuu
8 10 3 50% 60.7 66.7% 0.37
EmiliaQAQ
6 9 1 17% 57.1 73.3% 0.29
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
BOROS1
20 12 0 60% 135.8 73.3% 0.84
Polbandana
9 7 0 44% 57.9 73.3% 0.47
Gratisfaction
14 10 3 43% 95.9 80.0% 0.63
BnTeTT
8 12 7 12% 73.6 60.0% 0.28
pokemoncs2
5 10 1 40% 40.4 53.3% 0.2
2ND HALF โ€” T SIDE
whystarry
13 11 2 54% 92.0 73.3% 0.57
westmelon
11 11 4 73% 81.9 73.3% 0.53
z4KR
9 11 1 44% 66.0 73.3% 0.4
q.suuu
9 9 1 44% 63.7 73.3% 0.43
EmiliaQAQ
8 13 0 75% 63.7 60.0% 0.34
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
whystarry t2
30 21 8 1.43 60% 108.6 80.0% 30
BOROS1 t1
28 25 1 1.12 64% 96.8 66.7% 30
westmelon t2
27 22 8 1.23 59% 95.9 80.0% 30
Polbandana t1
24 19 2 1.26 46% 75.7 76.7% 30
Gratisfaction t1
23 21 4 1.10 30% 79.2 70.0% 30
BnTeTT t1
21 23 11 0.91 38% 90.8 66.7% 30
z4KR t2
18 22 2 0.82 33% 65.7 70.0% 30
q.suuu t2
17 19 4 0.89 47% 62.2 70.0% 30
EmiliaQAQ t2
14 22 1 0.64 50% 60.4 66.7% 30
pokemoncs2 t1
12 21 3 0.57 58% 46.6 60.0% 30
Player Awards
🔫
Top Fragger
whystarry
30 kills
🎯
Headshot Machine
whystarry
60% HS
30K
Per-Map Player Stats per map ยท sorted by kills
de_nuke nuke 10 players
Player K D A K/D HS% ADR KAST% Impact
BOROS1
28 25 1 1.12 64% 96.8 66.7% 0.58
Polbandana
24 19 2 1.26 46% 75.7 76.7% 0.54
Gratisfaction
23 21 4 1.10 30% 79.2 70.0% 0.47
BnTeTT
21 23 11 0.91 38% 90.8 66.7% 0.44
pokemoncs2
12 21 3 0.57 58% 46.6 60.0% 0.28
whystarry
30 21 8 1.43 60% 108.6 80.0% 0.69
westmelon
27 22 8 1.23 59% 95.9 80.0% 0.62
z4KR
18 22 2 0.82 33% 65.7 70.0% 0.37
q.suuu
17 19 4 0.89 47% 62.2 70.0% 0.4
EmiliaQAQ
14 22 1 0.64 50% 60.4 66.7% 0.32
de_nuke nuke 30 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4200 | CT $4200
Round 2
T $1500 | CT $20200
Round 3
T $24500 | CT $27750
Round 4
T $25550 | CT $21800
Round 5
T $27350 | CT $1500
Round 6
T $27850 | CT $24250
Round 7
T $27650 | CT $3150
Round 8
T $18200 | CT $29200
Round 9
T $2150 | CT $29250
Round 10
T $21300 | CT $29800
Round 11
T $7000 | CT $29950
Round 12
T $28350 | CT $31950
Round 13
T $4250 | CT $4300
Round 14
T $12900 | CT $23600
Round 15
T $15800 | CT $24600
HT
Round 16
T $26650 | CT $9650
Round 17
T $4150 | CT $30050
Round 18
T $25200 | CT $32300
Round 19
T $11100 | CT $32400
Round 20
T $25100 | CT $31350
Round 21
T $19800 | CT $30950
Round 22
T $21900 | CT $26450
Round 23
T $23350 | CT $1500
Round 24
T $27300 | CT $23600
Round 25
T $25300 | CT $31450
Round 26
T $27250 | CT $31250
Round 27
T $28450 | CT $23550
Round 28
T $22700 | CT $27750
Round 29
T $25700 | CT $29050
Round 30
T $28050 | CT $31350
Alter Ego Eco Rating: 4.6
Eco rounds
0/2 W (0%)
Force buy
0/3 W (0%)
Full buy
25 rounds
Avg Equip
$23272
Util Dmg
454.00
15.1/rd
Opening K
22
73%/rd
Trade Kill Rate 29%
Headshot% 46%
2K
4
3K
3
4K
3
5K
16
Lynn Vision Eco Rating: 5.4
Eco rounds
0/1 W (0%)
Force buy
0/4 W (0%)
Full buy
25 rounds
Avg Equip
$19685
Util Dmg
357.00
11.9/rd
Opening K
8
27%/rd
Trade Kill Rate 40%
Headshot% 54%
2K
5
3K
2
4K
4
5K
13
CQ Feature Intelligence 524 features
null: 56.5% โฌก Gold
Form (30d / 90d)
WR 30d
50.0% vs โ€”
WR 90d
41.7% vs 100.0%
Rating 30d
1.08 vs โ€”
Form Slope
โ†‘0.200 vs โ€”
Map Intelligence
CT WR 90d
54.5% vs 41.7%
T WR 90d
50.4% vs 29.4%
Pool Depth
โ€” vs โ€”
Team Dynamics
Days Rest
9.0d vs 31.0d
Roster Stab
โ€” vs โ€”
Synergy
0.59 vs โ€”
Elo ฮ” -170
Elo Win% 27.3%
Alter Ego Eco Rating: 4.6
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
46%
Trade Rate
29%
Opening K/Rd
73%
Util Dmg/Rd
15.1
Multi-Kill Rounds
2K
4
3K
3
4K
3
5K
16
Multi-Kill Score: 83
Lynn Vision Eco Rating: 5.4
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
54%
Trade Rate
40%
Opening K/Rd
27%
Util Dmg/Rd
11.9
Multi-Kill Rounds
2K
5
3K
2
4K
4
5K
13
Multi-Kill Score: 73
Quantum Locked

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

Current: 56.5% 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_nuke nuke 30 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 $4200 | CT $4200 CT WIN โ€” T ELIM
T buy: force_buy CT buy: force_buy
Round 2 2 โ€” 1st half
T $1500 | CT $20200 DEFUSED
T buy: eco CT buy: full_buy Bomb planted
Round 3 3 โ€” 1st half
T $24500 | CT $27750 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $25550 | CT $21800 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $27350 | CT $1500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $27850 | CT $24250 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 7 7 โ€” 1st half
T $27650 | CT $3150 CT WIN โ€” T ELIM
T buy: full_buy CT buy: force_buy
Round 8 8 โ€” 1st half
T $18200 | CT $29200 TIME EXPIRED
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $2150 | CT $29250 CT WIN โ€” T ELIM
T buy: force_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $21300 | CT $29800 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $7000 | CT $29950 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $28350 | CT $31950 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $4250 | CT $4300 DEFUSED
T buy: force_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $12900 | CT $23600 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 15 15 โ€” 1st half
T $15800 | CT $24600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
HT
Round 16 16 โ€” 2nd half
T $26650 | CT $9650 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $4150 | CT $30050 DEFUSED
T buy: force_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $25200 | CT $32300 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $11100 | CT $32400 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $25100 | CT $31350 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 21 21 โ€” 2nd half
T $19800 | CT $30950 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $21900 | CT $26450 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $23350 | CT $1500 T WIN โ€” CT ELIM
T buy: full_buy CT buy: eco Bomb planted
Round 24 24 โ€” 2nd half
T $27300 | CT $23600 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy
Round 25 25 โ€” 2nd half
T $25300 | CT $31450 DEFUSED
T buy: full_buy CT buy: full_buy Bomb planted
Round 26 26 โ€” 2nd half
T $27250 | CT $31250 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 27 27 โ€” 2nd half
T $28450 | CT $23550 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 28 28 โ€” 2nd half
T $22700 | CT $27750 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted
Round 29 29 โ€” 2nd half
T $25700 | CT $29050 CT WIN โ€” T ELIM
T buy: full_buy CT buy: full_buy
Round 30 30 โ€” 2nd half
T $28050 | CT $31350 T WIN โ€” CT ELIM
T buy: full_buy CT buy: full_buy Bomb planted