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JB Pro League Season 1ยท T3 ONLINE BO3
FINAL 23 Nov 2025 16:57 UTC
RUBY
RUBY
BY
Elo 1456
0 โ€“ 2
Winner: 1win
1win
1win
Elo 1402
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 62% CONF WRONG
RUBY 62.1% 37.9% 1win
Why this prediction?
+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
โˆ’29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
ancient
13 โ€“ 11
5|8vs4|7
RUBY
train
5 โ€“ 13
3|2vs4|9
1win
Match Highlights Demo parsed
Top Performers
Top Fragger
h4san4tor
43
kills
ADR 107.2
Top Assist
cronuss
16
assists
3 flash
Best ADR
cronuss
126.1
avg dmg/rd
42K 32D
Best KAST
interz
85.7%
KAST
22K 20D
Most HS
cronuss
24
headshots
57% HS rate
Best K/D
lattykk
1.79
K/D ratio
34K 19D
de_ancient
ancient
13 โ€“ 11
RUBY 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
cronuss
21 19 7 1.11 43% 108.5 70.8% 0.56
lattykk
19 12 1 1.58 63% 96.8 87.5% 0.66
interz
13 12 7 1.08 54% 69.7 75.0% 0.47
Oz1k
12 18 5 0.67 33% 59.8 75.0% 0.33
hobbitzce
10 21 3 0.48 60% 62.6 58.3% 0.25
CT SIDE
h4san4tor
30 14 4 2.14 33% 129.5 91.7% 0.86
Kaide1337
20 14 6 1.43 45% 98.6 87.5% 0.63
watchmefall
16 17 7 0.94 56% 74.8 83.3% 0.49
maQuein
10 15 5 0.67 60% 55.2 79.2% 0.37
fozil
7 16 8 0.44 57% 46.0 62.5% 0.24
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
cronuss
8 11 6 62% 100.3 83.3% 0.48
lattykk
11 9 1 73% 124.6 83.3% 0.69
interz
9 7 1 67% 79.9 66.7% 0.55
Oz1k
5 9 1 20% 38.3 75.0% 0.24
hobbitzce
7 11 1 71% 79.1 66.7% 0.38
1ST HALF โ€” CT SIDE
h4san4tor
21 7 3 29% 178.0 100.0% 1.17
Kaide1337
9 8 5 22% 100.5 75.0% 0.51
watchmefall
11 10 3 55% 94.8 83.3% 0.6
maQuein
2 8 2 50% 23.9 66.7% 0.15
fozil
4 7 6 75% 58.4 75.0% 0.36
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
cronuss
13 8 1 31% 116.7 58.3% 0.65
lattykk
8 3 0 50% 68.9 91.7% 0.63
interz
4 5 6 25% 59.5 83.3% 0.36
Oz1k
7 9 4 43% 81.2 75.0% 0.41
hobbitzce
3 10 2 33% 46.1 50.0% 0.11
2ND HALF โ€” T SIDE
h4san4tor
9 7 1 44% 80.9 83.3% 0.56
Kaide1337
11 6 1 64% 96.8 100.0% 0.75
watchmefall
5 7 4 60% 54.8 83.3% 0.39
maQuein
8 7 3 62% 86.6 91.7% 0.58
fozil
3 9 2 33% 33.5 50.0% 0.11
Highlights available for subscribers Sign in
de_train
train
5 โ€“ 13
1win 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
cronuss
21 13 9 1.62 71% 149.6 88.9% 0.86
hobbitzce
16 9 6 1.78 62% 107.4 83.3% 0.71
lattykk
15 7 1 2.14 40% 92.6 77.8% 0.65
Oz1k
14 12 7 1.17 36% 87.8 83.3% 0.54
interz
9 8 7 1.12 11% 58.1 100.0% 0.45
CT SIDE
h4san4tor
13 15 2 0.87 54% 77.5 66.7% 0.44
fozil
10 16 7 0.62 90% 92.3 83.3% 0.47
Kaide1337
9 14 3 0.64 44% 68.9 72.2% 0.34
watchmefall
9 14 1 0.64 56% 50.8 72.2% 0.33
maQuein
7 15 2 0.47 29% 54.3 72.2% 0.23
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
cronuss
15 8 6 67% 160.7 91.7% 0.93
hobbitzce
11 5 1 55% 91.6 83.3% 0.72
lattykk
9 5 0 44% 79.9 75.0% 0.59
Oz1k
9 8 4 44% 83.9 83.3% 0.54
interz
7 5 5 14% 63.0 100.0% 0.5
1ST HALF โ€” CT SIDE
h4san4tor
10 10 2 40% 89.0 66.7% 0.49
fozil
5 12 5 100% 91.9 83.3% 0.38
Kaide1337
7 9 1 43% 67.4 58.3% 0.35
watchmefall
7 9 1 57% 60.7 75.0% 0.4
maQuein
1 10 1 0% 19.8 66.7% -0.02
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
cronuss
6 5 3 83% 127.3 83.3% 0.72
hobbitzce
5 4 5 80% 139.2 83.3% 0.71
lattykk
6 2 1 33% 117.8 83.3% 0.78
Oz1k
5 4 3 20% 95.5 83.3% 0.56
interz
2 3 2 0% 48.2 100.0% 0.32
2ND HALF โ€” T SIDE
h4san4tor
3 5 0 100% 54.5 66.7% 0.37
fozil
5 4 2 80% 93.2 83.3% 0.64
Kaide1337
2 5 2 50% 72.0 100.0% 0.33
watchmefall
2 5 0 50% 31.2 66.7% 0.19
maQuein
6 5 1 33% 123.2 83.3% 0.64
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
h4san4tor t1
43 29 6 1.48 40% 107.2 81.0% 42
cronuss t2
42 32 16 1.31 57% 126.1 78.6% 42
lattykk t2
34 19 2 1.79 53% 95.0 83.3% 42
Kaide1337 t1
29 28 9 1.04 45% 85.9 81.0% 42
Oz1k t2
26 30 12 0.87 35% 71.8 78.6% 42
hobbitzce t2
26 30 9 0.87 62% 81.8 69.0% 42
watchmefall t1
25 31 8 0.81 56% 64.5 78.6% 42
interz t2
22 20 14 1.10 36% 64.7 85.7% 42
fozil t1
17 32 15 0.53 76% 65.8 71.4% 42
maQuein t1
17 30 7 0.57 47% 54.8 76.2% 42
Player Awards
🔫
Top Fragger
h4san4tor
43 kills
🎯
Headshot Machine
h4san4tor
40% HS
43K
Per-Map Player Stats per map ยท sorted by kills
de_ancient ancient 10 players
Player K D A K/D HS% ADR KAST% Impact
cronuss
21 19 7 1.11 43% 108.5 70.8% 0.56
lattykk
19 12 1 1.58 63% 96.8 87.5% 0.66
interz
13 12 7 1.08 54% 69.7 75.0% 0.47
Oz1k
12 18 5 0.67 33% 59.8 75.0% 0.33
hobbitzce
10 21 3 0.48 60% 62.6 58.3% 0.25
h4san4tor
30 14 4 2.14 33% 129.5 91.7% 0.86
Kaide1337
20 14 6 1.43 45% 98.6 87.5% 0.63
watchmefall
16 17 7 0.94 56% 74.8 83.3% 0.49
maQuein
10 15 5 0.67 60% 55.2 79.2% 0.37
fozil
7 16 8 0.44 57% 46.0 62.5% 0.24
de_train train 10 players
Player K D A K/D HS% ADR KAST% Impact
cronuss
21 13 9 1.62 71% 149.6 88.9% 0.86
hobbitzce
16 9 6 1.78 62% 107.4 83.3% 0.71
lattykk
15 7 1 2.14 40% 92.6 77.8% 0.65
Oz1k
14 12 7 1.17 36% 87.8 83.3% 0.54
interz
9 8 7 1.12 11% 58.1 100.0% 0.45
h4san4tor
13 15 2 0.87 54% 77.5 66.7% 0.44
fozil
10 16 7 0.62 90% 92.3 83.3% 0.47
Kaide1337
9 14 3 0.64 44% 68.9 72.2% 0.34
watchmefall
9 14 1 0.64 56% 50.8 72.2% 0.33
maQuein
7 15 2 0.47 29% 54.3 72.2% 0.23
de_ancient ancient 25 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $4300 | CT $4400
Round 3
T $19950 | CT $11950
Round 4
T $19450 | CT $19850
Round 5
T $20850 | CT $9300
Round 6
T $24600 | CT $26300
Round 7
T $20350 | CT $27700
Round 8
T $1000 | CT $29600
Round 9
T $23200 | CT $29850
Round 10
T $24500 | CT $30350
Round 11
T $6050 | CT $30450
Round 12
T $25600 | CT $30850
Round 13
T $27450 | CT $31550
Round 14
T $4250 | CT $4250
Round 15
T $10900 | CT $22000
HT
Round 16
T $6000 | CT $26450
Round 17
T $23000 | CT $31050
Round 18
T $25400 | CT $28200
Round 19
T $25300 | CT $12650
Round 20
T $25300 | CT $24800
Round 21
T $25300 | CT $9750
Round 22
T $25200 | CT $29500
Round 23
T $25300 | CT $29000
Round 24
T $25300 | CT $30200
Round 25
T $26100 | CT $31350
de_train train 20 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $0 | CT $0
Round 2
T $0 | CT $0
Round 3
T $4750 | CT $4500
Round 4
T $18600 | CT $11400
Round 5
T $21150 | CT $2700
Round 6
T $23700 | CT $26150
Round 7
T $27450 | CT $28450
Round 8
T $18000 | CT $28950
Round 9
T $26650 | CT $21350
Round 10
T $25800 | CT $2600
Round 11
T $28250 | CT $27850
Round 12
T $27950 | CT $20350
Round 13
T $27950 | CT $10150
Round 14
T $27950 | CT $27100
Round 15
T $5000 | CT $4250
HT
Round 16
T $19700 | CT $1500
Round 17
T $22800 | CT $24150
Round 18
T $18950 | CT $28700
Round 19
T $11850 | CT $29450
Round 20
T $17150 | CT $30200
1win Eco Rating: 5.1
Eco rounds
0/5 W (0%)
Force buy
0/2 W (0%)
Full buy
9 rounds
Avg Equip
$18322
Util Dmg
0.00
0.0/rd
Opening K
7
44%/rd
Trade Kill Rate 42%
Headshot% 51%
2K
4
3K
3
4K
1
5K
6
RUBY Eco Rating: 20.1
Eco rounds
1/1 W (100%)
Force buy
1/2 W (50%)
Full buy
9 rounds
Avg Equip
$20758
Util Dmg
0.00
0.0/rd
Opening K
13
108%/rd
Trade Kill Rate 33%
Headshot% 51%
2K
6
3K
2
4K
1
5K
9
CQ Feature Intelligence 534 features
null: 32.2% โ—† Platinum
Form (30d / 90d)
WR 30d
50.0% vs 45.5%
WR 90d
46.3% vs 56.1%
Rating 30d
1.11 vs 1.22
Form Slope
โ†‘0.080 vs โ†‘0.110
Map Intelligence
CT WR 90d
54.0% vs 54.6%
T WR 90d
48.1% vs 52.1%
Pool Depth
2.0 vs 4.0
Team Dynamics
Days Rest
โ€”d vs โ€”d
Roster Stab
โ€” vs โ€”
Synergy
0.6 vs 0.61
Elo ฮ” +104
Elo Win% 64.5%
1win Eco Rating: 5.1
Economy Mastery
Eco Win%
0%
Force Win%
0%
Kill Quality
Headshot%
51%
Trade Rate
42%
Opening K/Rd
44%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
4
3K
3
4K
1
5K
6
Multi-Kill Score: 37
RUBY Eco Rating: 20.1
Economy Mastery
Eco Win%
100%
Force Win%
50%
Kill Quality
Headshot%
51%
Trade Rate
33%
Opening K/Rd
108%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
6
3K
2
4K
1
5K
9
Multi-Kill Score: 49
Quantum Locked

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

Current: 32.2% 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_ancient ancient 25 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 $4300 | CT $4400
T buy: eco CT buy: eco Bomb planted
Round 3 3 โ€” 1st half
T $19950 | CT $11950
T buy: half_buy CT buy: force_buy Bomb planted
Round 4 4 โ€” 1st half
T $19450 | CT $19850
T buy: half_buy CT buy: half_buy Bomb planted
Round 5 5 โ€” 1st half
T $20850 | CT $9300
T buy: half_buy CT buy: force_buy Bomb planted
Round 6 6 โ€” 1st half
T $24600 | CT $26300
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $20350 | CT $27700
T buy: half_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $1000 | CT $29600
T buy: eco CT buy: full_buy
Round 9 9 โ€” 1st half
T $23200 | CT $29850
T buy: full_buy CT buy: full_buy Bomb planted
Round 10 10 โ€” 1st half
T $24500 | CT $30350
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $6050 | CT $30450
T buy: force_buy CT buy: full_buy Bomb planted
Round 12 12 โ€” 1st half
T $25600 | CT $30850
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $27450 | CT $31550
T buy: full_buy CT buy: full_buy
Round 14 14 โ€” 1st half
T $4250 | CT $4250
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $10900 | CT $22000
T buy: force_buy CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $6000 | CT $26450
T buy: force_buy CT buy: full_buy
Round 17 17 โ€” 2nd half
T $23000 | CT $31050
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $25400 | CT $28200
T buy: full_buy CT buy: full_buy Bomb planted
Round 19 19 โ€” 2nd half
T $25300 | CT $12650
T buy: full_buy CT buy: half_buy Bomb planted
Round 20 20 โ€” 2nd half
T $25300 | CT $24800
T buy: full_buy CT buy: full_buy Bomb planted
Round 21 21 โ€” 2nd half
T $25300 | CT $9750
T buy: full_buy CT buy: force_buy Bomb planted
Round 22 22 โ€” 2nd half
T $25200 | CT $29500
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $25300 | CT $29000
T buy: full_buy CT buy: full_buy
Round 24 24 โ€” 2nd half
T $25300 | CT $30200
T buy: full_buy CT buy: full_buy Bomb planted
Round 25 25 โ€” 2nd half
T $26100 | CT $31350
T buy: full_buy CT buy: full_buy Bomb planted
de_train train 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 $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 2 2 โ€” 1st half
T $0 | CT $0
T buy: โ€” CT buy: โ€”
Round 3 3 โ€” 1st half
T $4750 | CT $4500
T buy: eco CT buy: eco
Round 4 4 โ€” 1st half
T $18600 | CT $11400
T buy: half_buy CT buy: force_buy Bomb planted
Round 5 5 โ€” 1st half
T $21150 | CT $2700
T buy: half_buy CT buy: eco Bomb planted
Round 6 6 โ€” 1st half
T $23700 | CT $26150
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $27450 | CT $28450
T buy: full_buy CT buy: full_buy
Round 8 8 โ€” 1st half
T $18000 | CT $28950
T buy: half_buy CT buy: full_buy Bomb planted
Round 9 9 โ€” 1st half
T $26650 | CT $21350
T buy: full_buy CT buy: half_buy
Round 10 10 โ€” 1st half
T $25800 | CT $2600
T buy: full_buy CT buy: eco Bomb planted
Round 11 11 โ€” 1st half
T $28250 | CT $27850
T buy: full_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $27950 | CT $20350
T buy: full_buy CT buy: half_buy Bomb planted
Round 13 13 โ€” 1st half
T $27950 | CT $10150
T buy: full_buy CT buy: force_buy Bomb planted
Round 14 14 โ€” 1st half
T $27950 | CT $27100
T buy: full_buy CT buy: full_buy
Round 15 15 โ€” 1st half
T $5000 | CT $4250
T buy: force_buy CT buy: eco Bomb planted
HT
Round 16 16 โ€” 2nd half
T $19700 | CT $1500
T buy: half_buy CT buy: eco
Round 17 17 โ€” 2nd half
T $22800 | CT $24150
T buy: full_buy CT buy: full_buy Bomb planted
Round 18 18 โ€” 2nd half
T $18950 | CT $28700
T buy: half_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $11850 | CT $29450
T buy: force_buy CT buy: full_buy Bomb planted
Round 20 20 โ€” 2nd half
T $17150 | CT $30200
T buy: half_buy CT buy: full_buy