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ESL Challenger League Season 49 North Americaยท A-TIER ONLINE BO3
FINAL 26 Mar 2025 22:29 UTC
LF
LFO 4
Elo 1506
1 โ€“ 0
Winner: LFO 4
Vagrants
Vagrants
Elo 1472
CS2
CQ-GESUS CS2-APEX SHAP
AUC 0.702 51% CONF CORRECT
LFO 4 51.0% 49.0% Vagrants
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
+29.3 Days since last match (T1)
+26.6 Glicko2 rating (T2)
+25.2 Elo (T1)
+24.7 Glicko2 rating (T1)
ancient
13 โ€“ 10
8|5vs6|4
LFO 4
Match Highlights Demo parsed
Top Performers
Top Fragger
-MagiiC
27
kills
ADR 124.2
Top Assist
brett
8
assists
0 flash
Best ADR
-MagiiC
124.2
avg dmg/rd
27K 20D
Best KAST
-MagiiC
91.7%
KAST
27K 20D
Most HS
lost666
19
headshots
76% HS rate
Best K/D
lost666
1.56
K/D ratio
25K 16D
de_ancient
ancient
13 โ€“ 10
LFO 4 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
1Sandman
 18 20 6 0.90 56% 82.8 83.3% 0.5
brett
 18 19 8 0.95 33% 94.0 70.8% 0.47
mason
 14 21 5 0.67 57% 79.1 66.7% 0.37
Seb
 14 16 4 0.88 21% 68.7 50.0% 0.32
consti
 12 17 5 0.71 25% 63.2 66.7% 0.31
CT SIDE
-MagiiC
 27 20 7 1.35 52% 124.2 91.7% 0.75
lost666
 25 16 5 1.56 76% 106.6 83.3% 0.75
taben
 16 12 5 1.33 62% 78.5 75.0% 0.55
-Merl-
 15 15 8 1.00 40% 73.9 70.8% 0.44
Evancaw
 11 15 5 0.73 55% 60.4 79.2% 0.39
Player K D A HS% ADR KAST% Impact
1ST HALF โ€” T SIDE
1Sandman
 11 12 5 55% 93.6 92.3% 0.56
brett
 7 13 4 43% 89.8 69.2% 0.31
mason
 7 14 0 71% 71.7 46.2% 0.25
Seb
 6 10 2 0% 53.8 38.5% 0.15
consti
 6 10 3 50% 60.8 61.5% 0.3
1ST HALF โ€” CT SIDE
-MagiiC
 18 12 5 50% 155.5 92.3% 0.89
lost666
 15 8 4 60% 112.4 76.9% 0.79
taben
 12 5 4 50% 101.8 92.3% 0.76
-Merl-
 10 7 4 20% 80.1 69.2% 0.51
Evancaw
 5 6 3 60% 55.9 84.6% 0.42
Player K D A HS% ADR KAST% Impact
2ND HALF โ€” CT SIDE
1Sandman
 7 8 1 57% 69.9 72.7% 0.44
brett
 11 6 4 27% 99.1 72.7% 0.66
mason
 7 7 5 43% 87.9 90.9% 0.52
Seb
 8 6 2 38% 86.2 63.6% 0.51
consti
 6 7 2 0% 66.2 72.7% 0.34
2ND HALF โ€” T SIDE
-MagiiC
 9 8 2 56% 87.1 90.9% 0.59
lost666
 10 8 1 100% 99.7 90.9% 0.72
taben
 4 7 1 100% 50.8 54.5% 0.34
-Merl-
 5 8 4 80% 66.5 72.7% 0.39
Evancaw
 6 9 2 50% 65.6 72.7% 0.36
Highlights available for subscribers Sign in
Match Stats โ€” All Players Combined DEMO PARSED
Player K D A K/D HS% ADR KAST% Rds
⭐ -MagiiC t1
27 20 7 1.35 52% 124.2 91.7% 24
lost666 t1
25 16 5 1.56 76% 106.6 83.3% 24
1Sandman t2
18 20 6 0.90 56% 82.8 83.3% 24
brett t2
18 19 8 0.95 33% 94.0 70.8% 24
taben t1
16 12 5 1.33 62% 78.5 75.0% 24
-Merl- t1
15 15 8 1.00 40% 73.9 70.8% 24
mason t2
14 21 5 0.67 57% 79.1 66.7% 24
Seb t2
14 16 4 0.88 21% 68.7 50.0% 24
consti t2
12 17 5 0.71 25% 63.2 66.7% 24
Evancaw t1
11 15 5 0.73 55% 60.4 79.2% 24
Player Awards
🔫
Top Fragger
-MagiiC
27 kills
🎯
Headshot Machine
-MagiiC
52% HS
27K
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
⭐
1Sandman
18 20 6 0.90 56% 82.8 83.3% 0.5
brett
18 19 8 0.95 33% 94.0 70.8% 0.47
mason
14 21 5 0.67 57% 79.1 66.7% 0.37
Seb
14 16 4 0.88 21% 68.7 50.0% 0.32
consti
12 17 5 0.71 25% 63.2 66.7% 0.31
-MagiiC
27 20 7 1.35 52% 124.2 91.7% 0.75
lost666
25 16 5 1.56 76% 106.6 83.3% 0.75
taben
16 12 5 1.33 62% 78.5 75.0% 0.55
-Merl-
15 15 8 1.00 40% 73.9 70.8% 0.44
Evancaw
11 15 5 0.73 55% 60.4 79.2% 0.39
de_ancient ancient 24 rounds
โ–  CT Win โ–  T Win Click a round to see kill feed
Round 1
T $3250 | CT $3250
Round 2
T $4300 | CT $3550
Round 3
T $1950 | CT $18900
Round 4
T $22800 | CT $21450
Round 5
T $7250 | CT $28400
Round 6
T $25300 | CT $28500
Round 7
T $11050 | CT $28300
Round 8
T $26100 | CT $3550
Round 9
T $25500 | CT $28300
Round 10
T $27350 | CT $29250
Round 11
T $15400 | CT $29850
Round 12
T $23100 | CT $25550
Round 13
T $26950 | CT $15500
Round 14
T $4750 | CT $4000
Round 15
T $1500 | CT $20350
HT
Round 16
T $23000 | CT $24800
Round 17
T $25200 | CT $7800
Round 18
T $25400 | CT $27400
Round 19
T $23900 | CT $25900
Round 20
T $2600 | CT $27900
Round 21
T $23000 | CT $30250
Round 22
T $25100 | CT $25950
Round 23
T $25500 | CT $11850
Round 24
T $25200 | CT $23650
LFO 4 Eco Rating: 11.0
Eco rounds
0/6 W (0%)
Force buy
1/2 W (50%)
Full buy
15 rounds
Avg Equip
$17727
Util Dmg
0.00
0.0/rd
Opening K
13
57%/rd
Trade Kill Rate 43%
Headshot% 60%
2K
5
3K
2
4K
6
5K
5
Vagrants Eco Rating: 16.7
Eco rounds
3/4 W (75%)
Force buy
1/2 W (50%)
Full buy
14 rounds
Avg Equip
$20592
Util Dmg
4.00
0.2/rd
Opening K
12
60%/rd
Trade Kill Rate 29%
Headshot% 42%
2K
4
3K
2
4K
1
5K
15
CQ Feature Intelligence 534 features
null: 53.2% โฌก Gold
Form (30d / 90d)
WR 30d
50.0% vs 50.0%
WR 90d
50.0% vs 44.4%
Rating 30d
1.15 vs 1.07
Form Slope
โ€” vs โ†‘0.010
Map Intelligence
CT WR 90d
41.5% vs 51.0%
T WR 90d
58.3% vs 44.1%
Pool Depth
โ€” vs 3.0
Team Dynamics
Days Rest
5.0d vs 6.0d
Roster Stab
โ€” vs โ€”
Synergy
โ€” vs 0.65
Elo ฮ” +59
Elo Win% 58.3%
LFO 4 Eco Rating: 11.0
Economy Mastery
Eco Win%
0%
Force Win%
50%
Kill Quality
Headshot%
60%
Trade Rate
43%
Opening K/Rd
57%
Util Dmg/Rd
โ€”
Multi-Kill Rounds
2K
5
3K
2
4K
6
5K
5
Multi-Kill Score: 47
Vagrants Eco Rating: 16.7
Economy Mastery
Eco Win%
75%
Force Win%
50%
Kill Quality
Headshot%
42%
Trade Rate
29%
Opening K/Rd
60%
Util Dmg/Rd
0.2
Multi-Kill Rounds
2K
4
3K
2
4K
1
5K
15
Multi-Kill Score: 71
Quantum Locked

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

Current: 53.2% null Target: <10%
More features will unlock as demo parsing progresses
LFO 4
1 โ€“ 1
Vagrants
Recent Meetings
LFO 4 1 โ€“ 0 Vagrants Mar 2025 Vagrants 1 โ€“ 0 LFO 4 Mar 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_ancient ancient 24 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 $4300 | CT $3550
T buy: eco CT buy: eco
Round 3 3 โ€” 1st half
T $1950 | CT $18900
T buy: eco CT buy: half_buy
Round 4 4 โ€” 1st half
T $22800 | CT $21450
T buy: full_buy CT buy: half_buy
Round 5 5 โ€” 1st half
T $7250 | CT $28400
T buy: force_buy CT buy: full_buy
Round 6 6 โ€” 1st half
T $25300 | CT $28500
T buy: full_buy CT buy: full_buy
Round 7 7 โ€” 1st half
T $11050 | CT $28300
T buy: force_buy CT buy: full_buy Bomb planted
Round 8 8 โ€” 1st half
T $26100 | CT $3550
T buy: full_buy CT buy: eco Bomb planted
Round 9 9 โ€” 1st half
T $25500 | CT $28300
T buy: full_buy CT buy: full_buy
Round 10 10 โ€” 1st half
T $27350 | CT $29250
T buy: full_buy CT buy: full_buy
Round 11 11 โ€” 1st half
T $15400 | CT $29850
T buy: half_buy CT buy: full_buy
Round 12 12 โ€” 1st half
T $23100 | CT $25550
T buy: full_buy CT buy: full_buy Bomb planted
Round 13 13 โ€” 1st half
T $26950 | CT $15500
T buy: full_buy CT buy: half_buy
Round 14 14 โ€” 1st half
T $4750 | CT $4000
T buy: eco CT buy: eco
Round 15 15 โ€” 1st half
T $1500 | CT $20350
T buy: eco CT buy: half_buy
HT
Round 16 16 โ€” 2nd half
T $23000 | CT $24800
T buy: full_buy CT buy: full_buy Bomb planted
Round 17 17 โ€” 2nd half
T $25200 | CT $7800
T buy: full_buy CT buy: force_buy Bomb planted
Round 18 18 โ€” 2nd half
T $25400 | CT $27400
T buy: full_buy CT buy: full_buy
Round 19 19 โ€” 2nd half
T $23900 | CT $25900
T buy: full_buy CT buy: full_buy
Round 20 20 โ€” 2nd half
T $2600 | CT $27900
T buy: eco CT buy: full_buy
Round 21 21 โ€” 2nd half
T $23000 | CT $30250
T buy: full_buy CT buy: full_buy Bomb planted
Round 22 22 โ€” 2nd half
T $25100 | CT $25950
T buy: full_buy CT buy: full_buy Bomb planted
Round 23 23 โ€” 2nd half
T $25500 | CT $11850
T buy: full_buy CT buy: force_buy Bomb planted
Round 24 24 โ€” 2nd half
T $25200 | CT $23650
T buy: full_buy CT buy: full_buy Bomb planted