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Counter-Strike 2 Intelligence

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FINAL 26 Feb 2026 18:22 UTC
Lynn Vision
Lynn Vision
Elo 1490
2 โ€“ 0
Winner: Lynn Vision
Chinggis Warriors
Chinggis Warriors
MN
Elo 1526
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 68% CONF WRONG
Lynn Vision 32.3% 67.7% Chinggis Warriors
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
22 โ€“ 20
7|5vs7|5
Lynn Vision
dust2
13 โ€“ 9
9|4vs6|3
Lynn Vision
Match Highlights Demo parsed
Top Performers
Top Fragger
z4KR
60
kills
Most HS
#40040
30
headshots
56% HS rate
Best K/D
z4KR
1.54
K/D ratio
60K 39D
de_nuke
nuke
22 โ€“ 20
OT Lynn Vision WON
Round Timeline
CT win T win
HT
OT
Round โ€” Player Stats
Player K D A HS ADR KAST
Player K D A K/D HS% ADR KAST% Impact
T SIDE
Efire
34 25 โ€” 1.36 56% โ€” โ€” โ€”
cool4st-_-
31 24 โ€” 1.29 29% โ€” โ€” โ€”
tikuak
31 30 โ€” 1.03 48% โ€” โ€” โ€”
ROUX
25 31 โ€” 0.81 64% โ€” โ€” โ€”
#30211
23 34 โ€” 0.68 61% โ€” โ€” โ€”
CT SIDE
z4KR
39 26 โ€” 1.50 13% โ€” โ€” โ€”
Starry
28 27 โ€” 1.04 54% โ€” โ€” โ€”
#40040
28 31 โ€” 0.90 50% โ€” โ€” โ€”
C4LLM3SU3
27 31 โ€” 0.87 56% โ€” โ€” โ€”
EmiliaQAQ
25 32 โ€” 0.78 56% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Efire
14 16 โ€” 71% โ€” โ€” โ€”
cool4st-_-
15 14 โ€” 40% โ€” โ€” โ€”
tikuak
10 18 โ€” 60% โ€” โ€” โ€”
ROUX
10 17 โ€” 50% โ€” โ€” โ€”
#30211
12 19 โ€” 58% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
z4KR
20 10 โ€” 15% โ€” โ€” โ€”
Starry
19 11 โ€” 47% โ€” โ€” โ€”
#40040
18 14 โ€” 50% โ€” โ€” โ€”
C4LLM3SU3
15 16 โ€” 40% โ€” โ€” โ€”
EmiliaQAQ
15 13 โ€” 47% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Efire
20 9 โ€” 45% โ€” โ€” โ€”
cool4st-_-
16 10 โ€” 19% โ€” โ€” โ€”
tikuak
21 12 โ€” 43% โ€” โ€” โ€”
ROUX
15 14 โ€” 73% โ€” โ€” โ€”
#30211
11 15 โ€” 64% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
z4KR
19 16 โ€” 11% โ€” โ€” โ€”
Starry
9 16 โ€” 67% โ€” โ€” โ€”
#40040
10 17 โ€” 50% โ€” โ€” โ€”
C4LLM3SU3
12 15 โ€” 75% โ€” โ€” โ€”
EmiliaQAQ
10 19 โ€” 70% โ€” โ€” โ€”
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 9
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
cool4st-_-
15 16 โ€” 0.94 47% โ€” โ€” โ€”
ROUX
15 18 โ€” 0.83 60% โ€” โ€” โ€”
tikuak
14 18 โ€” 0.78 71% โ€” โ€” โ€”
Efire
13 16 โ€” 0.81 69% โ€” โ€” โ€”
#30211
6 18 โ€” 0.33 50% โ€” โ€” โ€”
CT SIDE
#40040
26 12 โ€” 2.17 62% โ€” โ€” โ€”
z4KR
21 13 โ€” 1.62 19% โ€” โ€” โ€”
C4LLM3SU3
17 11 โ€” 1.55 59% โ€” โ€” โ€”
Starry
16 14 โ€” 1.14 56% โ€” โ€” โ€”
EmiliaQAQ
8 15 โ€” 0.53 50% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
cool4st-_-
4 9 โ€” 100% โ€” โ€” โ€”
ROUX
5 10 โ€” 80% โ€” โ€” โ€”
tikuak
6 9 โ€” 67% โ€” โ€” โ€”
Efire
8 10 โ€” 62% โ€” โ€” โ€”
#30211
2 10 โ€” 50% โ€” โ€” โ€”
1ST HALF โ€” CT SIDE
#40040
15 5 โ€” 60% โ€” โ€” โ€”
z4KR
11 5 โ€” 18% โ€” โ€” โ€”
C4LLM3SU3
13 4 โ€” 54% โ€” โ€” โ€”
Starry
5 6 โ€” 60% โ€” โ€” โ€”
EmiliaQAQ
4 5 โ€” 50% โ€” โ€” โ€”
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
cool4st-_-
11 7 โ€” 27% โ€” โ€” โ€”
ROUX
10 8 โ€” 50% โ€” โ€” โ€”
tikuak
8 9 โ€” 75% โ€” โ€” โ€”
Efire
5 6 โ€” 80% โ€” โ€” โ€”
#30211
4 8 โ€” 50% โ€” โ€” โ€”
2ND HALF โ€” T SIDE
#40040
11 7 โ€” 64% โ€” โ€” โ€”
z4KR
10 8 โ€” 20% โ€” โ€” โ€”
C4LLM3SU3
4 7 โ€” 75% โ€” โ€” โ€”
Starry
11 8 โ€” 55% โ€” โ€” โ€”
EmiliaQAQ
4 10 โ€” 50% โ€” โ€” โ€”
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
z4KR t2
60 39 โ€” 1.54 15% โ€” โ€” โ€”
#40040 t2
54 43 โ€” 1.26 56% โ€” โ€” โ€”
Efire t1
47 41 โ€” 1.15 60% โ€” โ€” โ€”
cool4st-_- t1
46 40 โ€” 1.15 35% โ€” โ€” โ€”
tikuak t1
45 48 โ€” 0.94 56% โ€” โ€” โ€”
Starry t2
44 41 โ€” 1.07 55% โ€” โ€” โ€”
C4LLM3SU3 t2
44 42 โ€” 1.05 57% โ€” โ€” โ€”
ROUX t1
40 49 โ€” 0.82 62% โ€” โ€” โ€”
EmiliaQAQ t2
33 47 โ€” 0.70 55% โ€” โ€” โ€”
#30211 t1
29 52 โ€” 0.56 59% โ€” โ€” โ€”
Player Awards
🔫
Top Fragger
z4KR
60 kills
🎯
Headshot Machine
z4KR
15% HS
60K
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
Efire
34 25 โ€” 1.36 56% โ€” โ€” โ€”
cool4st-_-
31 24 โ€” 1.29 29% โ€” โ€” โ€”
tikuak
31 30 โ€” 1.03 48% โ€” โ€” โ€”
ROUX
25 31 โ€” 0.81 64% โ€” โ€” โ€”
#30211
23 34 โ€” 0.68 61% โ€” โ€” โ€”
z4KR
39 26 โ€” 1.50 13% โ€” โ€” โ€”
Starry
28 27 โ€” 1.04 54% โ€” โ€” โ€”
#40040
28 31 โ€” 0.90 50% โ€” โ€” โ€”
C4LLM3SU3
27 31 โ€” 0.87 56% โ€” โ€” โ€”
EmiliaQAQ
25 32 โ€” 0.78 56% โ€” โ€” โ€”
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
cool4st-_-
15 16 โ€” 0.94 47% โ€” โ€” โ€”
ROUX
15 18 โ€” 0.83 60% โ€” โ€” โ€”
tikuak
14 18 โ€” 0.78 71% โ€” โ€” โ€”
Efire
13 16 โ€” 0.81 69% โ€” โ€” โ€”
#30211
6 18 โ€” 0.33 50% โ€” โ€” โ€”
#40040
26 12 โ€” 2.17 62% โ€” โ€” โ€”
z4KR
21 13 โ€” 1.62 19% โ€” โ€” โ€”
C4LLM3SU3
17 11 โ€” 1.55 59% โ€” โ€” โ€”
Starry
16 14 โ€” 1.14 56% โ€” โ€” โ€”
EmiliaQAQ
8 15 โ€” 0.53 50% โ€” โ€” โ€”
de_dust2 dust2 22 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4400 | CT $3950
Round 2
T $10300 | CT $19050
Round 3
T $3700 | CT $29250
Round 4
T $25000 | CT $30650
Round 5
T $23250 | CT $30150
Round 6
T $9250 | CT $29750
Round 7
T $26650 | CT $29500
Round 8
T $26450 | CT $28600
Round 9
T $23500 | CT $31800
Round 10
T $9700 | CT $32200
Round 11
T $23900 | CT $32800
Round 12
T $26250 | CT $34800
Round 13
T $4650 | CT $3800
Round 14
T $15150 | CT $22050
Round 15
T $2000 | CT $24150
HT
Round 16
T $26450 | CT $29050
Round 17
T $27150 | CT $29600
Round 18
T $24550 | CT $26550
Round 19
T $27250 | CT $1650
Round 20
T $27350 | CT $24000
Round 21
T $27050 | CT $27100
Round 22
T $27050 | CT $9400
de_nuke nuke 43 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4200 | CT $4200
Round 3
T $21300 | CT $9900
Round 4
T $20250 | CT $2900
Round 5
T $24000 | CT $28050
Round 6
T $10050 | CT $27500
Round 7
T $2000 | CT $30350
Round 8
T $24100 | CT $30350
Round 9
T $7650 | CT $29750
Round 10
T $26950 | CT $30300
Round 11
T $25750 | CT $29700
Round 12
T $27650 | CT $29750
Round 13
T $20500 | CT $31550
Round 14
T $4400 | CT $3800
Round 15
T $1500 | CT $21600
HT
Round 16
T $22500 | CT $25200
Round 17
T $7850 | CT $29750
Round 18
T $26250 | CT $31150
Round 19
T $22200 | CT $30950
Round 20
T $19650 | CT $30850
Round 21
T $26450 | CT $30650
Round 22
T $19700 | CT $30650
Round 23
T $25800 | CT $31350
Round 24
T $28950 | CT $30050
Round 25
T $29250 | CT $32750
Round 26
T $27250 | CT $28850
Round 27
T $27550 | CT $26700
Round 28
T $27150 | CT $30350
Round 29
T $25300 | CT $27900
Round 30
T $26000 | CT $29900
OT
Round 31
T $25500 | CT $31950
Round 32
T $27350 | CT $28650
Round 33
T $27650 | CT $27850
Round 34
T $27650 | CT $31850
Round 35
T $27450 | CT $28950
Round 36
T $27850 | CT $31900
Round 37
T $25600 | CT $33100
Round 38
T $26450 | CT $30300
Round 39
T $27350 | CT $27450
Round 40
T $26550 | CT $29500
Round 41
T $27350 | CT $28650
Round 42
T $27650 | CT $28650
Round 43
T $27950 | CT $31100
Chinggis Warriors Eco Rating: 0.0
Eco rounds
0/6 W (0%)
Force buy
0/2 W (0%)
Full buy
53 rounds
Avg Equip
$26195
Util Dmg
0.00
0.0/rd
Opening K
0
0%/rd
Trade Kill Rate 0%
Headshot% 0%
2K
0
3K
0
4K
0
5K
0
Lynn Vision Eco Rating: 0.0
Eco rounds
0/8 W (0%)
Force buy
0/6 W (0%)
Full buy
43 rounds
Avg Equip
$21180
Util Dmg
0.00
0.0/rd
Opening K
0
0%/rd
Trade Kill Rate 0%
Headshot% 0%
2K
0
3K
0
4K
0
5K
0
CQ Feature Intelligence 524 features
null: 42.2% โฌก Gold
Form (30d / 90d)
WR 30d
33.3% vs 66.7%
WR 90d
33.3% vs 70.0%
Rating 30d
1.19 vs 1.32
Map Intelligence
CT WR 90d
52.2% vs 49.7%
T WR 90d
54.5% vs 50.0%
Pool Depth
1.0 vs 2.0
Team Dynamics
Days Rest
18.0d vs 4.0d
Roster Stab
โ€” vs โ€”
Synergy
0.37 vs 0.72
Elo ฮ” -170
Elo Win% 27.3%
Chinggis Warriors
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
0%
Trade Rate
โ€”
Opening K/Rd
โ€”
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
0
3K
0
4K
0
5K
0
Multi-Kill Score: 0
Lynn Vision
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
0%
Trade Rate
โ€”
Opening K/Rd
โ€”
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
0
3K
0
4K
0
5K
0
Multi-Kill Score: 0
Quantum Locked

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

Current: 42.2% 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 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 $4400 | CT $3950
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $10300 | CT $19050
T buy: force_buy CT buy: half_buy
Round 3 3 โ€” 1st half
T $3700 | CT $29250
T buy: eco CT buy: full_buy
Round 4 4 โ€” 1st half
T $25000 | CT $30650
T buy: full_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $23250 | CT $30150
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $9250 | CT $29750
T buy: force_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $26650 | CT $29500
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $26450 | CT $28600
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $23500 | CT $31800
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $9700 | CT $32200
T buy: force_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $23900 | CT $32800
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $26250 | CT $34800
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $4650 | CT $3800
T buy: eco CT buy: eco Bomb planted
Round 14 14 โ€” 1st half
T $15150 | CT $22050
T buy: half_buy CT buy: half_buy
Round 15 15 โ€” 1st half
T $2000 | CT $24150
T buy: eco CT buy: full_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $26450 | CT $29050
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $27150 | CT $29600
T buy: full_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $24550 | CT $26550
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $27250 | CT $1650
T buy: full_buy CT buy: eco Bomb planted
Round 20 20 โ€” 2nd half
T $27350 | CT $24000
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $27050 | CT $27100
T buy: full_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $27050 | CT $9400
T buy: full_buy CT buy: force_buy
de_nuke nuke 43 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 $4200 | CT $4200
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $21300 | CT $9900
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $20250 | CT $2900
T buy: half_buy CT buy: eco Bomb planted
Round 5 5 โ€” 1st half
T $24000 | CT $28050
T buy: full_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $10050 | CT $27500
T buy: force_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $2000 | CT $30350
T buy: eco CT buy: full_buy
Round 8 8 โ€” 1st half
T $24100 | CT $30350
T buy: full_buy CT buy: full_buy
Round 9 9 โ€” 1st half
T $7650 | CT $29750
T buy: force_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $26950 | CT $30300
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $25750 | CT $29700
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27650 | CT $29750
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $20500 | CT $31550
T buy: half_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4400 | CT $3800
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1500 | CT $21600
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $22500 | CT $25200
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $7850 | CT $29750
T buy: force_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $26250 | CT $31150
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $22200 | CT $30950
T buy: half_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $19650 | CT $30850
T buy: half_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $26450 | CT $30650
T buy: full_buy CT buy: full_buy
Round 22 22 โ€” 2nd half
T $19700 | CT $30650
T buy: half_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $25800 | CT $31350
T buy: full_buy CT buy: full_buy Bomb planted
Round 24 24 โ€” 2nd half
T $28950 | CT $30050
T buy: full_buy CT buy: full_buy Bomb planted
Round 25 25 โ€” 2nd half
T $29250 | CT $32750
T buy: full_buy CT buy: full_buy Bomb planted
Round 26 26 โ€” 2nd half
T $27250 | CT $28850
T buy: full_buy CT buy: full_buy
Round 27 27 โ€” 2nd half
T $27550 | CT $26700
T buy: full_buy CT buy: full_buy Bomb planted
Round 28 28 โ€” 2nd half
T $27150 | CT $30350
T buy: full_buy CT buy: full_buy
Round 29 29 โ€” 2nd half
T $25300 | CT $27900
T buy: full_buy CT buy: full_buy Bomb planted
Round 30 30 โ€” 2nd half
T $26000 | CT $29900
T buy: full_buy CT buy: full_buy
OT
Round 31 31 โ€” OT
T $25500 | CT $31950
T buy: full_buy CT buy: full_buy
Round 32 32 โ€” OT
T $27350 | CT $28650
T buy: full_buy CT buy: full_buy Bomb planted
Round 33 33 โ€” OT
T $27650 | CT $27850
T buy: full_buy CT buy: full_buy Bomb planted
Round 34 34 โ€” OT
T $27650 | CT $31850
T buy: full_buy CT buy: full_buy
Round 35 35 โ€” OT
T $27450 | CT $28950
T buy: full_buy CT buy: full_buy Bomb planted
Round 36 36 โ€” OT
T $27850 | CT $31900
T buy: full_buy CT buy: full_buy
Round 37 37 โ€” OT
T $25600 | CT $33100
T buy: full_buy CT buy: full_buy
Round 38 38 โ€” OT
T $26450 | CT $30300
T buy: full_buy CT buy: full_buy
Round 39 39 โ€” OT
T $27350 | CT $27450
T buy: full_buy CT buy: full_buy Bomb planted
Round 40 40 โ€” OT
T $26550 | CT $29500
T buy: full_buy CT buy: full_buy
Round 41 41 โ€” OT
T $27350 | CT $28650
T buy: full_buy CT buy: full_buy Bomb planted
Round 42 42 โ€” OT
T $27650 | CT $28650
T buy: full_buy CT buy: full_buy Bomb planted
Round 43 43 โ€” OT
T $27950 | CT $31100
T buy: full_buy CT buy: full_buy