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Perfect World CS Challenge Series 1ยท T3 ONLINE BO3
FINAL 29 Aug 2025 10:06 UTC
3DMAX
3DMAX
FR
Elo 1484
2 โ€“ 0
Winner: 3DMAX
Lynn Vision
Lynn Vision
Elo 1531
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 67% CONF WRONG
3DMAX 33.3% 66.7% Lynn Vision
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
13 โ€“ 8
5|8vs4|4
3DMAX
dust2
13 โ€“ 6
6|7vs?|6
3DMAX
Match Highlights Demo parsed
Top Performers
Top Fragger
Ex3rcice
37
kills
ADR 92.5
Top Assist
westmelon
13
assists
1 flash
Best ADR
z4kr
99.1
avg dmg/rd
36K 29D
Best KAST
bodyy
87.8%
KAST
32K 25D
Most HS
Ex3rcice
22
headshots
59% HS rate
Best K/D
Ex3rcice
1.68
K/D ratio
37K 22D
de_nuke
nuke
13 โ€“ 8
3DMAX 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
Lucky
 19 14 3 1.36 58% 96.0 71.4% 0.62
Ex3rcice
 15 11 1 1.36 60% 78.0 71.4% 0.55
Graviti
 15 15 4 1.00 60% 86.0 76.2% 0.52
bodyy
 15 12 4 1.25 53% 86.7 85.7% 0.57
Maka
 10 13 3 0.77 50% 56.5 71.4% 0.37
CT SIDE
z4kr
 22 15 2 1.47 50% 117.0 76.2% 0.7
westmelon
 14 14 9 1.00 64% 93.3 71.4% 0.51
EmiliaQAQ
 12 16 3 0.75 75% 74.8 66.7% 0.42
Starry
 9 15 4 0.60 89% 59.4 71.4% 0.38
C4LLM3SU3
 8 15 3 0.53 12% 50.8 61.9% 0.21
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Lucky
 8 8 2 75% 76.9 83.3% 0.54
Ex3rcice
 5 7 0 60% 50.1 75.0% 0.37
Graviti
 8 8 1 62% 70.0 66.7% 0.46
bodyy
 10 5 1 50% 93.2 83.3% 0.67
Maka
 9 6 0 44% 76.6 66.7% 0.54
1ST HALF โ€” CT SIDE
z4kr
 12 8 0 33% 100.1 66.7% 0.62
westmelon
 6 7 5 33% 77.8 66.7% 0.38
EmiliaQAQ
 10 7 2 70% 102.6 75.0% 0.65
Starry
 4 9 3 75% 55.4 66.7% 0.29
C4LLM3SU3
 1 8 1 0% 36.3 50.0% 0.02
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Lucky
 11 6 1 45% 121.3 55.6% 0.74
Ex3rcice
 10 4 1 60% 115.3 66.7% 0.8
Graviti
 7 7 3 57% 107.3 88.9% 0.59
bodyy
 5 7 3 60% 78.1 88.9% 0.45
Maka
 1 7 3 100% 29.7 77.8% 0.21
2ND HALF โ€” T SIDE
z4kr
 10 7 2 70% 139.6 88.9% 0.8
westmelon
 8 7 4 88% 114.0 77.8% 0.66
EmiliaQAQ
 2 9 1 100% 37.7 55.6% 0.15
Starry
 5 6 1 100% 64.7 77.8% 0.49
C4LLM3SU3
 7 7 2 14% 70.1 77.8% 0.44
Highlights available for subscribers Sign in
de_dust2
dust2
13 โ€“ 6
3DMAX 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
Starry
 15 15 1 1.00 47% 91.3 70.0% 0.49
z4kr
 14 14 4 1.00 21% 80.2 75.0% 0.44
EmiliaQAQ
 12 17 4 0.71 33% 77.8 70.0% 0.36
westmelon
 11 17 4 0.65 64% 68.5 75.0% 0.38
C4LLM3SU3
 8 18 1 0.44 62% 62.7 45.0% 0.21
CT SIDE
Ex3rcice
 22 11 2 2.00 59% 107.8 90.0% 0.81
bodyy
 17 13 5 1.31 59% 97.4 90.0% 0.65
Graviti
 16 14 7 1.14 44% 91.5 85.0% 0.57
Lucky
 14 12 3 1.17 57% 79.2 85.0% 0.55
Maka
 11 10 9 1.10 18% 74.1 80.0% 0.44
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
Starry
 11 8 1 45% 88.1 84.6% 0.61
z4kr
 13 7 4 23% 108.2 100.0% 0.74
EmiliaQAQ
 6 10 3 50% 62.7 69.2% 0.32
westmelon
 7 10 3 71% 68.9 76.9% 0.41
C4LLM3SU3
 6 11 1 50% 69.2 53.8% 0.27
1ST HALF โ€” CT SIDE
Ex3rcice
 15 9 1 53% 106.3 84.6% 0.76
bodyy
 13 10 4 62% 117.2 84.6% 0.7
Graviti
 11 9 2 45% 97.8 76.9% 0.58
Lucky
 5 10 1 60% 52.7 76.9% 0.3
Maka
 3 6 2 0% 28.8 69.2% 0.18
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
Starry
 4 7 0 50% 97.3 42.9% 0.29
z4kr
 1 7 0 0% 28.4 28.6% -0.12
EmiliaQAQ
 6 7 1 17% 105.9 71.4% 0.45
westmelon
 4 7 1 50% 67.9 71.4% 0.31
C4LLM3SU3
 2 7 0 100% 50.7 28.6% 0.13
2ND HALF โ€” T SIDE
Ex3rcice
 7 2 1 71% 110.4 100.0% 0.89
bodyy
 4 3 1 50% 60.7 100.0% 0.54
Graviti
 5 5 5 40% 79.7 100.0% 0.54
Lucky
 9 2 2 56% 128.3 100.0% 1.02
Maka
 8 4 7 25% 158.3 100.0% 0.87
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ Ex3rcice t2
37 22 3 1.68 59% 92.5 80.5% 41
z4kr t1
36 29 6 1.24 39% 99.1 75.6% 41
Lucky t2
33 26 6 1.27 58% 87.8 78.0% 41
bodyy t2
32 25 9 1.28 56% 91.9 87.8% 41
Graviti t2
31 29 11 1.07 52% 88.7 80.5% 41
westmelon t1
25 31 13 0.81 64% 81.2 73.2% 41
Starry t1
24 30 5 0.80 62% 75.0 70.7% 41
EmiliaQAQ t1
24 33 7 0.73 54% 76.2 68.3% 41
Maka t2
21 23 12 0.91 33% 65.1 75.6% 41
C4LLM3SU3 t1
16 33 4 0.48 38% 56.6 53.7% 41
Player Awards
🔫
Top Fragger
Ex3rcice
37 kills
🎯
Headshot Machine
Ex3rcice
59% HS
37K
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
⭐
Lucky
19 14 3 1.36 58% 96.0 71.4% 0.62
Ex3rcice
15 11 1 1.36 60% 78.0 71.4% 0.55
Graviti
15 15 4 1.00 60% 86.0 76.2% 0.52
bodyy
15 12 4 1.25 53% 86.7 85.7% 0.57
Maka
10 13 3 0.77 50% 56.5 71.4% 0.37
z4kr
22 15 2 1.47 50% 117.0 76.2% 0.7
westmelon
14 14 9 1.00 64% 93.3 71.4% 0.51
EmiliaQAQ
12 16 3 0.75 75% 74.8 66.7% 0.42
Starry
9 15 4 0.60 89% 59.4 71.4% 0.38
C4LLM3SU3
8 15 3 0.53 12% 50.8 61.9% 0.21
de_dust2 dust2 10 players
Player K D A K/D HS% ADR KAST% Impact
⭐
Starry
15 15 1 1.00 47% 91.3 70.0% 0.49
z4kr
14 14 4 1.00 21% 80.2 75.0% 0.44
EmiliaQAQ
12 17 4 0.71 33% 77.8 70.0% 0.36
westmelon
11 17 4 0.65 64% 68.5 75.0% 0.38
C4LLM3SU3
8 18 1 0.44 62% 62.7 45.0% 0.21
Ex3rcice
22 11 2 2.00 59% 107.8 90.0% 0.81
bodyy
17 13 5 1.31 59% 97.4 90.0% 0.65
Graviti
16 14 7 1.14 44% 91.5 85.0% 0.57
Lucky
14 12 3 1.17 57% 79.2 85.0% 0.55
Maka
11 10 9 1.10 18% 74.1 80.0% 0.44
de_dust2 dust2 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4350 | CT $4400
Round 2
T $4350 | CT $4400
Round 3
T $10250 | CT $23600
Round 4
T $7800 | CT $29750
Round 5
T $27650 | CT $13950
Round 6
T $27550 | CT $1800
Round 7
T $27250 | CT $25350
Round 8
T $26500 | CT $29500
Round 9
T $27000 | CT $4400
Round 10
T $28150 | CT $27500
Round 11
T $26150 | CT $28700
Round 12
T $27150 | CT $23600
Round 13
T $10550 | CT $31450
Round 14
T $4200 | CT $4850
Round 15
T $19550 | CT $11100
HT
Round 16
T $21350 | CT $2200
Round 17
T $23300 | CT $27700
Round 18
T $27950 | CT $9700
Round 19
T $27850 | CT $27550
Round 20
T $27450 | CT $20750
de_nuke nuke 21 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $4300 | CT $4200
Round 2
T $1500 | CT $21900
Round 3
T $22000 | CT $26650
Round 4
T $6750 | CT $28900
Round 5
T $28550 | CT $18100
Round 6
T $28450 | CT $1200
Round 7
T $28450 | CT $24650
Round 8
T $26400 | CT $8050
Round 9
T $27950 | CT $28300
Round 10
T $26900 | CT $27250
Round 11
T $28850 | CT $26550
Round 12
T $29150 | CT $23100
Round 13
T $4850 | CT $4300
Round 14
T $19100 | CT $12150
Round 15
T $8600 | CT $27100
HT
Round 16
T $22850 | CT $19350
Round 17
T $12800 | CT $24850
Round 18
T $1500 | CT $26150
Round 19
T $23200 | CT $27600
Round 20
T $24800 | CT $1400
Round 21
T $25300 | CT $24850
Lynn Vision Eco Rating: 12.6
Eco rounds
1/4 W (25%)
Force buy
1/2 W (50%)
Full buy
12 rounds
Avg Equip
$19362
Util Dmg
0.00
0.0/rd
Opening K
15
83%/rd
Trade Kill Rate 36%
Headshot% 51%
2K
6
3K
1
4K
4
5K
7
3DMAX Eco Rating: 18.7
Eco rounds
1/4 W (25%)
Force buy
2/2 W (100%)
Full buy
12 rounds
Avg Equip
$19155
Util Dmg
4.00
0.2/rd
Opening K
7
39%/rd
Trade Kill Rate 39%
Headshot% 62%
2K
3
3K
5
4K
4
5K
7
CQ Feature Intelligence 534 features
null: 38.0% โฌก Gold
Form (30d / 90d)
WR 30d
100.0% vs 50.0%
WR 90d
35.0% vs 66.7%
Rating 30d
0.99 vs 1.31
Form Slope
โ€” vs โ†‘0.200
Map Intelligence
CT WR 90d
50.1% vs 55.1%
T WR 90d
49.4% vs 49.5%
Pool Depth
2.0 vs 4.0
Team Dynamics
Days Rest
7.0d vs 1.0d
Roster Stab
โ€” vs โ€”
Synergy
0.76 vs 0.68
Elo ฮ” -48
Elo Win% 43.2%
Lynn Vision Eco Rating: 12.6
Economy Mastery
Eco Win%
25%
Force Win%
50%
Kill Quality
Headshot%
51%
Trade Rate
36%
Opening K/Rd
83%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
6
3K
1
4K
4
5K
7
Multi-Kill Score: 48
3DMAX Eco Rating: 18.7
Economy Mastery
Eco Win%
25%
Force Win%
100%
Kill Quality
Headshot%
62%
Trade Rate
39%
Opening K/Rd
39%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
3
3K
5
4K
4
5K
7
Multi-Kill Score: 53
Quantum Locked

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

Current: 38.0% null Target: <10%
More features will unlock as demo parsing progresses
3DMAX
2 โ€“ 2
Lynn Vision
Recent Meetings
Lynn Vision 3 โ€“ 0 3DMAX Nov 2025 Lynn Vision 0 โ€“ 2 3DMAX Oct 2025 3DMAX 2 โ€“ 0 Lynn Vision Aug 2025 3DMAX 0 โ€“ 2 Lynn Vision Jul 2025
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 $4350 | CT $4400
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $4350 | CT $4400
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $10250 | CT $23600
T buy: force_buy CT buy: full_buy Bomb planted
Round 4 4 โ€” 1st half
T $7800 | CT $29750
T buy: force_buy CT buy: full_buy
Round 5 5 โ€” 1st half
T $27650 | CT $13950
T buy: full_buy CT buy: half_buy Bomb planted
Round 6 6 โ€” 1st half
T $27550 | CT $1800
T buy: full_buy CT buy: eco Bomb planted
Round 7 7 โ€” 1st half
T $27250 | CT $25350
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $26500 | CT $29500
T buy: full_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $27000 | CT $4400
T buy: full_buy CT buy: eco
Round 10 10 โ€” 1st half
T $28150 | CT $27500
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $26150 | CT $28700
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $27150 | CT $23600
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $10550 | CT $31450
T buy: force_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4200 | CT $4850
T buy: eco CT buy: eco Bomb planted
Round 15 15 โ€” 1st half
T $19550 | CT $11100
T buy: half_buy CT buy: force_buy
HT
Round 16 16 โ€” 2nd half
T $21350 | CT $2200
T buy: half_buy CT buy: eco Bomb planted
Round 17 17 โ€” 2nd half
T $23300 | CT $27700
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $27950 | CT $9700
T buy: full_buy CT buy: force_buy
Round 19 19 โ€” 2nd half
T $27850 | CT $27550
T buy: full_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $27450 | CT $20750
T buy: full_buy CT buy: half_buy
de_nuke nuke 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 $4300 | CT $4200
T buy: eco CT buy: eco
Round 2 2 โ€” 1st half
T $1500 | CT $21900
T buy: eco CT buy: half_buy
Round 3 3 โ€” 1st half
T $22000 | CT $26650
T buy: half_buy CT buy: full_buy
Round 4 4 โ€” 1st half
T $6750 | CT $28900
T buy: force_buy CT buy: full_buy Bomb planted
Round 5 5 โ€” 1st half
T $28550 | CT $18100
T buy: full_buy CT buy: half_buy
Round 6 6 โ€” 1st half
T $28450 | CT $1200
T buy: full_buy CT buy: eco Bomb planted
Round 7 7 โ€” 1st half
T $28450 | CT $24650
T buy: full_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $26400 | CT $8050
T buy: full_buy CT buy: force_buy Bomb planted
Round 9 9 โ€” 1st half
T $27950 | CT $28300
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $26900 | CT $27250
T buy: full_buy CT buy: full_buy Bomb planted
Round 11 11 โ€” 1st half
T $28850 | CT $26550
T buy: full_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $29150 | CT $23100
T buy: full_buy CT buy: full_buy
Round 13 13 โ€” 1st half
T $4850 | CT $4300
T buy: eco CT buy: eco Bomb planted
Round 14 14 โ€” 1st half
T $19100 | CT $12150
T buy: half_buy CT buy: force_buy
Round 15 15 โ€” 1st half
T $8600 | CT $27100
T buy: force_buy CT buy: full_buy Bomb planted
HT
Round 16 16 โ€” 2nd half
T $22850 | CT $19350
T buy: full_buy CT buy: half_buy
Round 17 17 โ€” 2nd half
T $12800 | CT $24850
T buy: half_buy CT buy: full_buy
Round 18 18 โ€” 2nd half
T $1500 | CT $26150
T buy: eco CT buy: full_buy
Round 19 19 โ€” 2nd half
T $23200 | CT $27600
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $24800 | CT $1400
T buy: full_buy CT buy: eco Bomb planted
Round 21 21 โ€” 2nd half
T $25300 | CT $24850
T buy: full_buy CT buy: full_buy