RUBY vs NIP Impact — CounterQuant

CCT Season 3 Europe Series 10 Closed Qualifier· T3 ONLINE BO3

FINAL 23 Oct 2025 20:15 UTC

RUBY

Elo 1456

2 – 0

Winner: RUBY

NIP Impact

Elo 1491

CS2

CQ-GESUS CS2-APEX SHAP

AUC 0.702 68% CONF WRONG

RUBY 32.3% 67.7% NIP Impact

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

H4SAN4TOR

kills

ADR 106.0

Top Assist

maQuein

assists

1 flash

Best ADR

maQuein

107.8

avg dmg/rd

22K 8D

Best KAST

maQuein

96.2%

KAST

22K 8D

Most HS

H4SAN4TOR

headshots

57% HS rate

Best K/D

H4SAN4TOR

2.80

K/D ratio

28K 10D

dust2

13 – 2

3ct|10tvs2ct|?t

RUBY 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
Kaide	15	7	5	2.14	47%	103.8	85.7%	0.77
fozil	14	5	2	2.80	50%	91.4	85.7%	0.77
H4SAN4TOR	13	7	4	1.86	69%	95.5	85.7%	0.73
TruNiQ	11	6	3	1.83	55%	88.3	85.7%	0.65
maQuein	8	5	5	1.60	25%	82.5	92.9%	0.54
CT SIDE
Nayomy	8	12	2	0.67	25%	77.4	42.9%	0.26
vilga	8	13	0	0.62	75%	88.6	50.0%	0.35
Qiyarah	6	11	4	0.55	33%	54.1	64.3%	0.25
aiM	5	11	2	0.45	20%	53.5	50.0%	0.16
ZAna-th	2	13	1	0.15	0%	29.8	35.7%	-0.08

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
Kaide	14	4	2	43%	112.5	81.8%	0.9
fozil	9	5	1	56%	87.4	81.8%	0.65
H4SAN4TOR	8	6	4	50%	72.7	81.8%	0.55
TruNiQ	10	5	2	50%	94.2	81.8%	0.69
maQuein	5	5	4	40%	70.9	90.9%	0.46
1ST HALF — CT SIDE
Nayomy	8	9	2	25%	94.3	54.5%	0.4
vilga	4	10	0	50%	72.1	36.4%	0.17
Qiyarah	5	8	4	20%	57.2	72.7%	0.28
aiM	5	8	2	20%	57.9	63.6%	0.26
ZAna-th	2	10	1	0%	36.8	36.4%	-0.04

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
Kaide	1	3	3	100%	71.7	100.0%	0.36
fozil	5	0	1	40%	106.3	100.0%	1.22
H4SAN4TOR	5	1	0	100%	179.0	100.0%	1.32
TruNiQ	1	1	1	100%	66.7	100.0%	0.55
maQuein	3	0	1	0%	125.0	100.0%	0.89
2ND HALF — T SIDE
Nayomy	0	3	0	0%	15.7	0.0%	-0.28
vilga	4	3	0	100%	149.3	100.0%	0.92
Qiyarah	1	3	0	100%	42.7	33.3%	0.15
aiM	0	3	0	0%	37.3	0.0%	-0.24
ZAna-th	0	3	0	0%	4.0	33.3%	-0.21

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train

13 – ?

RUBY 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
vilga	7	12	0	0.58	71%	70.2	50.0%	0.3
Nayomy	5	12	2	0.42	40%	62.4	58.3%	0.19
aiM	5	12	1	0.42	40%	45.8	41.7%	0.12
ZAna-th	2	12	1	0.17	0%	14.4	25.0%	-0.14
Qiyarah	1	12	1	0.08	0%	48.9	16.7%	-0.15
CT SIDE
H4SAN4TOR	15	3	4	5.00	47%	118.2	100.0%	0.99
maQuein	14	3	4	4.67	21%	137.4	100.0%	0.94
fozil	11	5	4	2.20	55%	120.4	83.3%	0.76
TruNiQ	11	3	5	3.67	27%	94.2	100.0%	0.77
Kaide	9	6	2	1.50	56%	74.5	100.0%	0.63

Player	K	D	A	HS%	ADR	KAST%	Impact
1ST HALF — T SIDE
vilga	5	11	0	80%	58.4	45.5%	0.23
Nayomy	4	11	2	25%	57.5	54.5%	0.12
aiM	5	11	1	40%	49.9	36.4%	0.13
ZAna-th	2	11	1	0%	15.7	27.3%	-0.13
Qiyarah	1	11	1	0%	42.7	18.2%	-0.15
1ST HALF — CT SIDE
H4SAN4TOR	15	3	4	47%	126.1	100.0%	1.04
maQuein	11	3	4	9%	130.7	100.0%	0.83
fozil	10	4	4	50%	122.3	81.8%	0.76
TruNiQ	10	2	4	20%	88.5	100.0%	0.77
Kaide	9	5	2	56%	80.2	100.0%	0.69

Player	K	D	A	HS%	ADR	KAST%	Impact
2ND HALF — CT SIDE
vilga	2	1	0	50%	200.0	100.0%	1.23
Nayomy	1	1	0	100%	116.0	100.0%	0.72
aiM	0	1	0	0%	0.0	100.0%	-0.05
ZAna-th	0	1	0	0%	0.0	0.0%	-0.3
Qiyarah	0	1	0	0%	117.0	0.0%	-0.12
2ND HALF — T SIDE
H4SAN4TOR	0	0	0	0%	31.0	100.0%	0.3
maQuein	3	0	0	67%	211.0	100.0%	2.02
fozil	1	1	0	100%	100.0	100.0%	0.7
TruNiQ	1	1	1	100%	157.0	100.0%	0.79
Kaide	0	1	0	0%	12.0	100.0%	-0.03

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Match Stats — All Players Combined DEMO PARSED

Player	K	D	A	K/D	HS%	ADR	KAST%	Rds
⭐ H4SAN4TOR t1	28	10	8	2.80	57%	106.0	92.3%	26
fozil t1	25	10	6	2.50	52%	104.8	84.6%	26
Kaide t1	24	13	7	1.85	50%	90.3	92.3%	26
maQuein t1	22	8	9	2.75	23%	107.8	96.2%	26
TruNiQ t1	22	9	8	2.44	41%	91.0	92.3%	26
vilga t2	15	25	0	0.60	73%	80.1	50.0%	26
Nayomy t2	13	24	4	0.54	31%	70.5	50.0%	26
aiM t2	10	23	3	0.43	30%	49.9	46.2%	26
Qiyarah t2	7	23	5	0.30	29%	51.7	42.3%	26
ZAna-th t2	4	25	2	0.16	0%	22.7	30.8%	26

Player Awards

🔫

Top Fragger

H4SAN4TOR

28 kills

🎯

Headshot Machine

H4SAN4TOR

57% HS

28K

Per-Map Player Stats per map · sorted by kills

dust2 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ Kaide	15	7	5	2.14	47%	103.8	85.7%	0.77
fozil	14	5	2	2.80	50%	91.4	85.7%	0.77
H4SAN4TOR	13	7	4	1.86	69%	95.5	85.7%	0.73
TruNiQ	11	6	3	1.83	55%	88.3	85.7%	0.65
maQuein	8	5	5	1.60	25%	82.5	92.9%	0.54
Nayomy	8	12	2	0.67	25%	77.4	42.9%	0.26
vilga	8	13	0	0.62	75%	88.6	50.0%	0.35
Qiyarah	6	11	4	0.55	33%	54.1	64.3%	0.25
aiM	5	11	2	0.45	20%	53.5	50.0%	0.16
ZAna-th	2	13	1	0.15	0%	29.8	35.7%	-0.08

train 10 players

Player	K	D	A	K/D	HS%	ADR	KAST%	Impact
⭐ vilga	7	12	0	0.58	71%	70.2	50.0%	0.3
Nayomy	5	12	2	0.42	40%	62.4	58.3%	0.19
aiM	5	12	1	0.42	40%	45.8	41.7%	0.12
ZAna-th	2	12	1	0.17	0%	14.4	25.0%	-0.14
Qiyarah	1	12	1	0.08	0%	48.9	16.7%	-0.15
H4SAN4TOR	15	3	4	5.00	47%	118.2	100.0%	0.99
maQuein	14	3	4	4.67	21%	137.4	100.0%	0.94
fozil	11	5	4	2.20	55%	120.4	83.3%	0.76
TruNiQ	11	3	5	3.67	27%	94.2	100.0%	0.77
Kaide	9	6	2	1.50	56%	74.5	100.0%	0.63

dust2 16 rounds

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

Round 1

T $0 | CT $0

Round 2

T $0 | CT $0

Round 3

T $20500 | CT $1200

Round 4

T $23500 | CT $25200

Round 5

T $27450 | CT $5750

Round 6

T $27450 | CT $27750

Round 7

T $27750 | CT $25800

Round 8

T $27750 | CT $27700

Round 9

T $30000 | CT $9650

Round 10

T $30800 | CT $27250

Round 11

T $27350 | CT $29150

Round 12

T $29400 | CT $30850

Round 13

T $32650 | CT $21950

Round 14

T $4350 | CT $4250

Round 15

T $1500 | CT $22650

Round 16

T $22800 | CT $29650

train 13 rounds

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

Round 1

T $0 | CT $0

Round 2

T $1000 | CT $18650

Round 3

T $25300 | CT $22550

Round 4

T $6400 | CT $30050

Round 5

T $25300 | CT $31050

Round 6

T $10000 | CT $30850

Round 7

T $25200 | CT $31950

Round 8

T $23100 | CT $31350

Round 9

T $8850 | CT $31150

Round 10

T $27450 | CT $33300

Round 11

T $22550 | CT $33700

Round 12

T $19500 | CT $34400

Round 13

T $4300 | CT $4400

RUBY Eco Rating: 10.2

Eco rounds

1/2 W (50%)

Force buy

0/3 W (0%)

Full buy

6 rounds

Avg Equip

$16579

Util Dmg

3.00

0.3/rd

Opening K

18%/rd

Trade Kill Rate 72%

Headshot% 52%

NIP Impact Eco Rating: 3.8

Eco rounds

0/1 W (0%)

Full buy

10 rounds

Avg Equip

$27783

Util Dmg

0.00

0.0/rd

Opening K

109%/rd

Trade Kill Rate 21%

Headshot% 38%

CQ Feature Intelligence 534 features

null: 39.7% ⬡ Gold

Form (30d / 90d)

WR 30d

39.4% vs 25.0%

WR 90d

47.1% vs 30.0%

Rating 30d

1.13 vs —

Form Slope

— vs ↑0.120

Map Intelligence

CT WR 90d

52.2% vs 46.3%

T WR 90d

47.1% vs 43.0%

Pool Depth

1.0 vs —

Team Dynamics

Days Rest

1.0d vs 1.0d

Roster Stab

— vs —

Synergy

0.58 vs —

Elo Δ -19

Elo Win% 47.2%

RUBY Eco Rating: 10.2

Economy Mastery

Eco Win%

50%

Force Win%

Kill Quality

Headshot%

52%

Trade Rate

72%

Opening K/Rd

18%

Util Dmg/Rd

0.3

Multi-Kill Rounds

Multi-Kill Score: 14

NIP Impact Eco Rating: 3.8

Economy Mastery

Eco Win%

Force Win%

Kill Quality

Headshot%

38%

Trade Rate

21%

Opening K/Rd

109%

Util Dmg/Rd

—

Multi-Kill Rounds

Multi-Kill Score: 50

Quantum Locked

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

Current: 39.7% null Target: <10%

More features will unlock as demo parsing progresses

RUBY

1 – 0

NIP Impact

Recent Meetings

RUBY 2 – 0 NIP Impact Oct 2025

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

dust2 16 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 $0 | CT $0

T buy: — CT buy: —

Round 2 2 — 1st half

T $0 | CT $0

T buy: — CT buy: —

Round 3 3 — 1st half

T $20500 | CT $1200

T buy: half_buy CT buy: eco

Round 4 4 — 1st half

T $23500 | CT $25200

T buy: full_buy CT buy: full_buy Bomb planted

Round 5 5 — 1st half

T $27450 | CT $5750

T buy: full_buy CT buy: force_buy Bomb planted

Round 6 6 — 1st half

T $27450 | CT $27750

T buy: full_buy CT buy: full_buy Bomb planted

Round 7 7 — 1st half

T $27750 | CT $25800

T buy: full_buy CT buy: full_buy Bomb planted

Round 8 8 — 1st half

T $27750 | CT $27700

T buy: full_buy CT buy: full_buy Bomb planted

Round 9 9 — 1st half

T $30000 | CT $9650

T buy: full_buy CT buy: force_buy

Round 10 10 — 1st half

T $30800 | CT $27250

T buy: full_buy CT buy: full_buy

Round 11 11 — 1st half

T $27350 | CT $29150

T buy: full_buy CT buy: full_buy Bomb planted

Round 12 12 — 1st half

T $29400 | CT $30850

T buy: full_buy CT buy: full_buy Bomb planted

Round 13 13 — 1st half

T $32650 | CT $21950

T buy: full_buy CT buy: half_buy Bomb planted

Round 14 14 — 1st half

T $4350 | CT $4250

T buy: eco CT buy: eco

Round 15 15 — 1st half

T $1500 | CT $22650

T buy: eco CT buy: full_buy

Round 16 16 — 2nd half

T $22800 | CT $29650

T buy: full_buy CT buy: full_buy Bomb planted

train 13 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 $0 | CT $0

T buy: — CT buy: —

Round 2 2 — 1st half

T $1000 | CT $18650

T buy: eco CT buy: half_buy Bomb planted

Round 3 3 — 1st half

T $25300 | CT $22550

T buy: full_buy CT buy: full_buy

Round 4 4 — 1st half

T $6400 | CT $30050

T buy: force_buy CT buy: full_buy

Round 5 5 — 1st half

T $25300 | CT $31050

T buy: full_buy CT buy: full_buy

Round 6 6 — 1st half

T $10000 | CT $30850

T buy: force_buy CT buy: full_buy Bomb planted

Round 7 7 — 1st half

T $25200 | CT $31950

T buy: full_buy CT buy: full_buy

Round 8 8 — 1st half

T $23100 | CT $31350

T buy: full_buy CT buy: full_buy

Round 9 9 — 1st half

T $8850 | CT $31150

T buy: force_buy CT buy: full_buy Bomb planted

Round 10 10 — 1st half

T $27450 | CT $33300

T buy: full_buy CT buy: full_buy

Round 11 11 — 1st half

T $22550 | CT $33700

T buy: full_buy CT buy: full_buy

Round 12 12 — 1st half

T $19500 | CT $34400

T buy: half_buy CT buy: full_buy Bomb planted

Round 13 13 — 1st half

T $4300 | CT $4400

T buy: eco CT buy: eco Bomb planted