Limitless vs FLUFFY AIMERS

ESL Challenger League Season 48 North America· A-TIER ONLINE BO3

FINAL 14 Aug 2024 20:50 UTC

Limitless

Elo 1584

1 – 0

Winner: Limitless

FLUFFY AIMERS

Elo 1541

CS2

CQ-GESUS CS2-APEX SHAP

AUC 0.702 58% CONF WRONG

Limitless 42.5% 57.5% FLUFFY AIMERS

Why this prediction?

−100.0 Elo advantage

+84.2 Elo implied probability

+75.5 Elo win probability

−46.2 Schedule difficulty edge

−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)

Match Highlights Demo parsed

Top Performers

Top Fragger

DJF-

kills

ADR 120.7

Top Assist

Wolffe

assists

2 flash

Best ADR

DJF-

120.7

avg dmg/rd

21K 14D

Best KAST

DJF-

85.7%

KAST

21K 14D

Most HS

DJF-

headshots

48% HS rate

Best K/D

1wiz-

2.00

K/D ratio

18K 9D

ancient

13 – 7

7ct|6tvs2ct|5t

Limitless WON

Round Timeline

CT win T win Hover or click a round for details

Round — Player Stats

Player	K	D	A	HS	ADR	KAST

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
T SIDE
DJF-	21	14	8	1.50	48%	120.7	85.7%	0.72
1wiz-	18	9	4	2.00	50%	90.4	85.7%	0.68
Seb	17	14	3	1.21	59%	82.2	85.7%	0.59
tender272	10	15	3	0.67	80%	61.1	71.4%	0.39
CT SIDE
slump	20	16	2	1.25	20%	99.4	81.0%	0.58
-jason	17	15	4	1.13	53%	94.0	76.2%	0.56
sacrificeee	12	14	3	0.86	50%	67.7	76.2%	0.42
Wolffe	12	13	11	0.92	83%	103.6	75.0%	0.54
brett	8	17	8	0.47	50%	62.3	57.1%	0.24
Bezymeccc	7	17	4	0.41	43%	48.0	57.1%	0.19

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
DJF-	7	7	4	43%	90.1	77.8%	0.51
1wiz-	8	3	2	50%	93.9	88.9%	0.74
Seb	7	6	1	71%	77.3	88.9%	0.59
tender272	2	6	2	100%	36.9	77.8%	0.3
1ST HALF — CT SIDE
slump	10	6	0	20%	93.4	88.9%	0.69
-jason	6	7	3	50%	91.6	77.8%	0.47
sacrificeee	5	5	2	40%	73.4	88.9%	0.48
Wolffe	3	8	10	100%	89.8	75.0%	0.38
brett	4	8	3	50%	66.2	55.6%	0.25
Bezymeccc	2	7	1	0%	26.6	44.4%	0.02

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
DJF-	14	7	4	50%	143.6	91.7%	0.87
1wiz-	10	6	2	50%	87.8	83.3%	0.64
Seb	10	8	2	50%	85.9	83.3%	0.59
tender272	8	9	1	75%	79.2	66.7%	0.47
2ND HALF — T SIDE
slump	10	10	2	20%	103.8	75.0%	0.5
-jason	11	8	1	55%	95.8	75.0%	0.63
sacrificeee	7	9	1	57%	63.3	66.7%	0.38
Wolffe	9	5	1	78%	124.4	75.0%	0.81
brett	4	9	5	50%	59.4	58.3%	0.23
Bezymeccc	5	10	3	60%	64.0	66.7%	0.29

Highlights available for subscribers Sign in

Match Stats — All Players Combined DEMO PARSED

Player	K	D	A	K/D	HS%	ADR	KAST%	Rds
⭐ DJF- t1	21	14	8	1.50	48%	120.7	85.7%	21
slump t2	20	16	2	1.25	20%	99.4	81.0%	21
1wiz- t1	18	9	4	2.00	50%	90.4	85.7%	21
Seb t1	17	14	3	1.21	59%	82.2	85.7%	21
-jason t2	17	15	4	1.13	53%	94.0	76.2%	21
sacrificeee t2	12	14	3	0.86	50%	67.7	76.2%	21
Wolffe t1	12	13	11	0.92	83%	98.7	76.2%	21
tender272 t1	10	15	3	0.67	80%	61.1	71.4%	21
brett t2	8	17	8	0.47	50%	62.3	57.1%	21
Bezymeccc t2	7	17	4	0.41	43%	48.0	57.1%	21

Player Awards

🔫

Top Fragger

DJF-

21 kills

🎯

Headshot Machine

DJF-

48% HS

21K

Per-Map Player Stats per map · sorted by kills

ancient 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ DJF-	21	14	8	1.50	48%	120.7	85.7%	0.72
1wiz-	18	9	4	2.00	50%	90.4	85.7%	0.68
Seb	17	14	3	1.21	59%	82.2	85.7%	0.59
tender272	10	15	3	0.67	80%	61.1	71.4%	0.39
slump	20	16	2	1.25	20%	99.4	81.0%	0.58
-jason	17	15	4	1.13	53%	94.0	76.2%	0.56
sacrificeee	12	14	3	0.86	50%	67.7	76.2%	0.42
Wolffe	12	13	11	0.92	83%	103.6	75.0%	0.54
brett	8	17	8	0.47	50%	62.3	57.1%	0.24
Bezymeccc	7	17	4	0.41	43%	48.0	57.1%	0.19

ancient 21 rounds

■ CT Win ■ T Win Click a round to see kill feed

Round 1

T $2600 | CT $3250

Round 2

T $4250 | CT $4400

Round 3

T $14800 | CT $20500

Round 4

T $21350 | CT $8150

Round 5

T $18400 | CT $26600

Round 6

T $1700 | CT $27250

Round 7

T $24700 | CT $30100

Round 8

T $9050 | CT $30000

Round 9

T $25550 | CT $30800

Round 10

T $25400 | CT $28950

Round 11

T $21500 | CT $25500

Round 12

T $23400 | CT $18350

Round 13

T $28450 | CT $10800

Round 14

T $4250 | CT $4400

Round 15

T $1600 | CT $19250

Round 16

T $22600 | CT $23700

Round 17

T $22600 | CT $22600

Round 18

T $25800 | CT $1300

Round 19

T $27550 | CT $24850

Round 20

T $27750 | CT $25300

Round 21

T $27850 | CT $22100

Limitless Eco Rating: 0.0

Eco rounds

0/5 W (0%)

Force buy

0/1 W (0%)

Full buy

11 rounds

Avg Equip

$18150

Util Dmg

0.00

0.0/rd

Opening K

0%/rd

Trade Kill Rate 0%

Headshot% 0%

FLUFFY AIMERS Eco Rating: 0.0

Eco rounds

0/4 W (0%)

Force buy

0/2 W (0%)

Full buy

11 rounds

Avg Equip

$19436

Util Dmg

0.00

0.0/rd

Opening K

0%/rd

Trade Kill Rate 0%

Headshot% 0%

CQ Feature Intelligence 534 features

null: 40.6% ⬡ Gold

Form (30d / 90d)

WR 30d

50.0% vs 43.8%

WR 90d

42.3% vs 52.8%

Rating 30d

— vs 0.95

Form Slope

↓-0.020 vs ↓-0.010

Map Intelligence

CT WR 90d

38.1% vs 47.2%

T WR 90d

43.8% vs 56.4%

Pool Depth

— vs —

Team Dynamics

Days Rest

12.0d vs —d

Roster Stab

— vs —

Synergy

— vs 1.43

Elo Δ -35

Elo Win% 45.1%

Limitless

Economy Mastery

Eco Win%

Force Win%

Kill Quality

Headshot%

Trade Rate

—

Opening K/Rd

—

Util Dmg/Rd

—

Multi-Kill Rounds

Multi-Kill Score: 0

FLUFFY AIMERS

Economy Mastery

Eco Win%

Force Win%

Kill Quality

Headshot%

Trade Rate

—

Opening K/Rd

—

Util Dmg/Rd

—

Multi-Kill Rounds

Multi-Kill Score: 0

Quantum Locked

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

Current: 40.6% null Target: <10%

More features will unlock as demo parsing progresses

Limitless

2 – 3

FLUFFY AIMERS

Recent Meetings

FLUFFY AIMERS 1 – 0 Limitless Aug 2024 Limitless 1 – 0 FLUFFY AIMERS Aug 2024 FLUFFY AIMERS 0 – 1 Limitless May 2024 Limitless 0 – 1 FLUFFY AIMERS May 2024 FLUFFY AIMERS 2 – 0 Limitless Jul 2023

Player Performance

DEMO PARSED sorted by Impact

Impact = KPR×0.45 − DPR×0.30 + KAST×0.25 + HS%×0.15 + ADR/100×0.15 | KAST = Kill/Assist/Survived/Traded per round | Source: awpy + demoparser2

ancient 21 rounds

■ CT Win ■ T Win B Bomb planted Buy: Eco Force Buy Click a round to see kill feed

Round 1 1 — 1st half

T $2600 | CT $3250

T buy: eco CT buy: eco

Round 2 2 — 1st half

T $4250 | CT $4400

T buy: eco CT buy: eco Bomb planted

Round 3 3 — 1st half

T $14800 | CT $20500

T buy: half_buy CT buy: half_buy Bomb planted

Round 4 4 — 1st half

T $21350 | CT $8150

T buy: half_buy CT buy: force_buy Bomb planted

Round 5 5 — 1st half

T $18400 | CT $26600

T buy: half_buy CT buy: full_buy

Round 6 6 — 1st half

T $1700 | CT $27250

T buy: eco CT buy: full_buy Bomb planted

Round 7 7 — 1st half

T $24700 | CT $30100

T buy: full_buy CT buy: full_buy

Round 8 8 — 1st half

T $9050 | CT $30000

T buy: force_buy CT buy: full_buy

Round 9 9 — 1st half

T $25550 | CT $30800

T buy: full_buy CT buy: full_buy Bomb planted

Round 10 10 — 1st half

T $25400 | CT $28950

T buy: full_buy CT buy: full_buy

Round 11 11 — 1st half

T $21500 | CT $25500

T buy: half_buy CT buy: full_buy Bomb planted

Round 12 12 — 1st half

T $23400 | CT $18350

T buy: full_buy CT buy: half_buy Bomb planted

Round 13 13 — 1st half

T $28450 | CT $10800

T buy: full_buy CT buy: force_buy

Round 14 14 — 1st half

T $4250 | CT $4400

T buy: eco CT buy: eco

Round 15 15 — 1st half

T $1600 | CT $19250

T buy: eco CT buy: half_buy

Round 16 16 — 2nd half

T $22600 | CT $23700

T buy: full_buy CT buy: full_buy Bomb planted

Round 17 17 — 2nd half

T $22600 | CT $22600

T buy: full_buy CT buy: full_buy Bomb planted

Round 18 18 — 2nd half

T $25800 | CT $1300

T buy: full_buy CT buy: eco

Round 19 19 — 2nd half

T $27550 | CT $24850

T buy: full_buy CT buy: full_buy Bomb planted

Round 20 20 — 2nd half

T $27750 | CT $25300

T buy: full_buy CT buy: full_buy Bomb planted

Round 21 21 — 2nd half

T $27850 | CT $22100

T buy: full_buy CT buy: half_buy Bomb planted