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© 2026 MadeOnSol

MadeOnSol — eenmanszaak, Hulshout, Belgium · KBO/BTW BE 1039.535.538 (art. 56bis, no VAT charged)

Runs on our own dedicated EU servers — self-hosted data stack, own Robinhood Chain node · security

Powered by:constant·k — Private Solana RPC Services
KOLScouts

KOL Scout Leaderboard

Solana KOLs whose first buy on a new token reliably attracts a swarm of other smart-money wallets within 4 hours.

~12smedian lead
before the swarm.

Too fast for humans — built for automated trading.

100
Scored scouts
4
S-tier (rare)
56.5%
Top swarm rate
~14%
Random baseline

~12s median lead and the ~14% random baseline come from the April 2026 backtest that calibrated the scoring (n ≥ 30, r = 0.78); scout counts, tiers and swarm rates above are live.

Top scout
57%
Baseline
14%

Backtest a token

Who got there first?

Paste any Solana token mint to see which KOL first-touched it, when, and which scouts followed within 4 hours.

Get first-touch scout signals in real time via the API

Pro from €43/mo: no intentional delay, webhooks and streams. Free API tier: 200 calls/day, live feeds 5 minutes behind. Card, USDC or SOL.

View paid plans
Freshest first-touches (S/A scouts)
Stream via API →
1m
M
MeggaAtouched$WebAI@ $6.7K
1m
P
ProppAtouched$Chicken@ $5.2K
2m
T
trunoestAtouched$对冲@ $5.4K
7m
S
SebastianAtouched$SOL@ $3.0K
14m
S
SebastianAtouched$PEPETRON@ $3.3K
#ScoutTier
W
WugiScalper

862T…GWo2

S
56.5%
33.3%694.8K
J
JijoScalper

4BdK…EFUk

S
49.6%
33.9%11531.9K
P
peacefuldestroyMixed

8AtQ…venm

S
46.0%
24.0%504.1K
4
C
carl0sScalper

CDkV…J5Xt

S
45.0%
30.0%80348
5
C
CupseyScalper

suqh…HQfK

A
39.6%
18.4%614235.5K
6
L
LUKEY

DjM7…uN7s

A
37.5%
21.3%80—
7
X
xanderMixed

B3wa…wzMh

A
36.4%
15.9%4420.7K
8
N
nyhroxMixed

6S8G…ajKC

A
35.2%
20.4%54309.4K
9
N
N’oMixed

Di75…S4ow

A
35.2%
21.0%1056.3K
10
D
DaniMixed

AuPp…yqrf

A
34.9%
22.0%10923.7K
11
H
HesiScalper

FpD6…8k4X

A
34.6%
19.6%107350
12
T
The Doc

DYAn…hbrt

A
34.5%
17.6%142—
13
D
DannyMixed

9FNz…138r

A
34.4%
23.0%6110.9K
14
D
decuScalper

4vw5…9Ud9

A
34.4%
18.3%1467101.1K
15
C
CupseyScalper

2fg5…rx6f

A
34.3%
17.5%720235.5K
16
T
trunoestScalper

ardi…b6AT

A
33.4%
16.7%116920.1K
17
L
LoopierrMixed

9yYy…4jqL

A
33.3%
21.4%4236.9K
18
P
ProppScalper

3JD7…qZWY

A
32.1%
17.2%489628
19
C
CasinoMixed

8rvA…y7qR

A
31.9%
20.3%6959.6K
20
M
Megga

H31v…dQoU

A
31.6%
18.4%1451—
21
G
Giann

GNrm…sHEC

A
30.7%
21.2%137—
22
F
Fox 🦊Mixed

DAEd…CvHC

A
30.4%
13.9%796.9K
23
S
SoltaScalper

HW4U…RkHC

A
30.2%
20.9%43377
24
E
Ethan ProsperMixed

sAdN…vzLT

A
30.1%
17.8%16333.8K
25
R
R4

Cv5G…bbVL

A
29.9%
15.6%371—
26
F
FrostScalper

4nwf…9k6T

A
29.7%
18.6%1456.8K
27
M
MonkiScalper

53Bn…Ynsh

A
29.4%
11.8%85—
28
?
CDus…ZqYYScalper

CDus…ZqYY

A
29.4%
23.5%34—
29
C
ceoScalper

5ghU…G36N

A
29.4%
11.8%3410.8K
30
S
SebastianMixed

3BLj…k4Ei

A
29.3%
15.0%29427.6K
31
P
PainMixed

J6TD…8iEa

A
29.3%
19.0%5825.0K
32
R
radiance

FAic…Zjke

A
28.6%
16.3%724—
33
C
CentedScalper

CyaE…a54o

A
28.5%
14.2%3503824.1K
34
T
theo

Bi4r…YdLt

A
28.0%
14.8%1632—
35
E
Euris_JTMixed

DfMx…Xhzj

A
27.3%
15.2%33—
36
K
kyro

B9kJ…NcyC

A
27.3%
17.3%220—
37
K
Kadenox

B32Q…JqnC

A
26.9%
14.1%509—
38
R
ReljooMixed

FsG3…HpHP

A
26.2%
10.7%1039.0K
39
L
LynkScalper

CkPF…u7xD

A
26.2%
12.7%229311.9K
40
F
FlamesScalper

6aXF…eWoV

A
26.1%
13.9%155711.4K
41
J
JasonMixed

ACTb…y831

A
26.0%
13.7%14612.4K
42
B
BuckScalper

FaNa…j3gu

A
25.4%
12.1%5861.8K
43
J
Jack DuvalMixed

BAr5…XJPh

A
25.2%
10.8%353—
44
G
GucciMixed

YvEs…PnuX

B
24.8%
11.9%2102.7K
45
?
FFFz…2ZcoMixed

FFFz…2Zco

B
24.8%
17.8%157—
46
L
Limfork.ethMixed

BQVz…PRmB

B
24.7%
10.5%48621.3K
47
O
ozarkMixed

DZAa…rXam

B
24.7%
13.8%17421.8K
48
Q
QtdegenScalper

7tiR…6RLA

B
24.4%
15.1%20551.7K
49
T
TIL

EHg5…Myaf

B
24.4%
11.7%283—
50
T
TwenkScalper

ACUq…iL1E

B
24.4%
13.4%172—
51
C
clukzMixed

G6fU…diZC

B
24.0%
17.8%129—
52
C
ClownScalper

EDXH…8HR8

B
24.0%
11.9%655—
53
L
lyfticalScalper

951w…46zt

B
23.8%
9.9%1724.2K
54
C
capMixed

CAPn…UJdw

B
23.8%
4.8%6313.1K
55
F
frogScalper

9cxL…8S4U

B
23.7%
15.3%59957
56
R
RilsioMixed

4fZF…ZMHu

B
23.6%
3.9%12712.0K
57
W
WaiterGMixed

4cXn…Zqj2

B
23.5%
11.0%20014.3K
58
A
abrawlerjScalper

6Siu…pwsc

B
23.4%
12.4%2013.4K
59
A
ArtMixed

CgaA…7Rz5

B
23.2%
11.7%42610.5K
60
Y
yodeScalper

J1XA…djSQ

B
22.6%
11.3%53—
61
F
Financial ImprovScalper

4xd3…kj9n

B
22.4%
11.6%1473.4K
62
D
dv

BCag…UPJd

B
22.2%
10.3%1110—
63
L
lyftical

2hN8…agqk

B
22.2%
15.6%90—
64
B
bustScalper

FzVQ…ZmND

B
22.0%
9.8%245—
65
M
MazeScalper

7j7A…w8xW

B
21.9%
11.8%4666.2K
66
C
ClassicMixed

DsqR…fTPE

B
21.8%
13.7%124971
67
G
Gfree

4yo9…E8ku

B
21.8%
9.5%728—
68
B
BlueyScalper

6TAH…umyK

B
21.8%
9.5%3174.2K
69
G
Gasp

xyzf…StB6

B
21.7%
12.1%1003—
70
T
TrenchmanMixed

Hw5U…Xoc7

B
21.7%
7.8%12910.5K
71
T
t9ndraScalper

3UNP…X3n3

B
21.7%
14.0%129960
72
K
KOREAN

6KR7…NeGT

B
21.5%
10.8%1944—
73
T
treysocialMixed

831y…eoEs

B
21.3%
10.3%41733.2K
74
K
KevScalper

BTf4…sadd

B
21.3%
11.0%143019.9K
75
Y
YenniScalper

5B52…vyxG

B
21.1%
12.7%71123.4K
76
L
LspfiScalper

A8Z1…KM52

B
21.1%
10.2%28565
77
A
AlxCooksScalper

89Hb…mkDi

B
21.0%
9.8%857—
78
C
chesterScalper

PMJA…gyYN

B
20.9%
10.2%24127.8K
79
P
Pullup

65pa…SQuE

B
20.9%
11.0%91—
80
B
blu6kScalper

8Ltv…u6YP

B
20.9%
13.1%1914.2K
81
B
banditMixed

5B79…9q2X

B
20.9%
11.2%80521.6K
82
O
omarScalper

Dgeh…YJPJ

B
20.6%
12.5%3203.7K
83
G
Grimace

EA4M…MBJr

B
20.6%
11.1%63—
84
L
LevanSolanaScalper

5V9z…QXNL

B
20.5%
5.1%397.7K
85
K
kreo444

BCnq…dArc

B
20.5%
9.7%435—
86
F
F O C U SScalper

7rzH…kw3k

B
20.5%
10.8%1309489
87
R
RaidzQTMixed

8CLk…Ggys

B
20.4%
7.2%181431
88
D
Dior100x 3

D2wB…c71V

B
20.2%
9.5%84—
89
C
ColerScalper

99xn…LXrs

B
20.2%
10.7%5998.9K
90
V
VeloceMixed

2W14…uvP3

B
20.2%
9.5%847.7K
91
?
69ai…VSM1Mixed

69ai…VSM1

B
20.1%
10.4%318—
92
L
Leens

Leen…VABY

B
19.9%
9.4%256—
93
D
dov 7Mixed

8nqt…iM3v

B
19.8%
12.2%1313.5K
94
W
WoozyMixed

9tRf…TnAp

B
19.8%
13.2%121752
95
S
ScharoScalper

4sAU…m5nU

B
19.7%
11.3%28435.7K
96
S
slingoorMixed

5YRg…Uzij

B
19.6%
8.6%372115.0K
97
P
Pengu 💫Scalper

JAun…MtYs

B
19.5%
10.7%3074.0K
98
I
IcedMixed

DrJ6…Sd5o

B
19.5%
6.5%77366.3K
99
P
PutrickScalper

AVjE…oeQN

B
19.5%
9.6%88658.4K
100
T
tech

5d3j…NkuE

B
19.4%
19.4%31—
W
WugiScalper

862T…GWo2

S
Swarm ≥3
56.5%
Touches 30d
69
Followers
4.8K
J
JijoScalper

4BdK…EFUk

S
Swarm ≥3
49.6%
Touches 30d
115
Followers
31.9K
P
peacefuldestroyMixed

8AtQ…venm

S
Swarm ≥3
46.0%
Touches 30d
50
Followers
4.1K
4
C
carl0sScalper

CDkV…J5Xt

S
Swarm ≥3
45.0%
Touches 30d
80
Followers
348
5
C
CupseyScalper

suqh…HQfK

A
Swarm ≥3
39.6%
Touches 30d
614
Followers
235.5K
6
L
LUKEY

DjM7…uN7s

A
Swarm ≥3
37.5%
Touches 30d
80
Followers
—
7
X
xanderMixed

B3wa…wzMh

A
Swarm ≥3
36.4%
Touches 30d
44
Followers
20.7K
8
N
nyhroxMixed

6S8G…ajKC

A
Swarm ≥3
35.2%
Touches 30d
54
Followers
309.4K
9
N
N’oMixed

Di75…S4ow

A
Swarm ≥3
35.2%
Touches 30d
105
Followers
6.3K
10
D
DaniMixed

AuPp…yqrf

A
Swarm ≥3
34.9%
Touches 30d
109
Followers
23.7K
11
H
HesiScalper

FpD6…8k4X

A
Swarm ≥3
34.6%
Touches 30d
107
Followers
350
12
T
The Doc

DYAn…hbrt

A
Swarm ≥3
34.5%
Touches 30d
142
Followers
—
13
D
DannyMixed

9FNz…138r

A
Swarm ≥3
34.4%
Touches 30d
61
Followers
10.9K
14
D
decuScalper

4vw5…9Ud9

A
Swarm ≥3
34.4%
Touches 30d
1467
Followers
101.1K
15
C
CupseyScalper

2fg5…rx6f

A
Swarm ≥3
34.3%
Touches 30d
720
Followers
235.5K
16
T
trunoestScalper

ardi…b6AT

A
Swarm ≥3
33.4%
Touches 30d
1169
Followers
20.1K
17
L
LoopierrMixed

9yYy…4jqL

A
Swarm ≥3
33.3%
Touches 30d
42
Followers
36.9K
18
P
ProppScalper

3JD7…qZWY

A
Swarm ≥3
32.1%
Touches 30d
489
Followers
628
19
C
CasinoMixed

8rvA…y7qR

A
Swarm ≥3
31.9%
Touches 30d
69
Followers
59.6K
20
M
Megga

H31v…dQoU

A
Swarm ≥3
31.6%
Touches 30d
1451
Followers
—
21
G
Giann

GNrm…sHEC

A
Swarm ≥3
30.7%
Touches 30d
137
Followers
—
22
F
Fox 🦊Mixed

DAEd…CvHC

A
Swarm ≥3
30.4%
Touches 30d
79
Followers
6.9K
23
S
SoltaScalper

HW4U…RkHC

A
Swarm ≥3
30.2%
Touches 30d
43
Followers
377
24
E
Ethan ProsperMixed

sAdN…vzLT

A
Swarm ≥3
30.1%
Touches 30d
163
Followers
33.8K
25
R
R4

Cv5G…bbVL

A
Swarm ≥3
29.9%
Touches 30d
371
Followers
—
26
F
FrostScalper

4nwf…9k6T

A
Swarm ≥3
29.7%
Touches 30d
145
Followers
6.8K
27
M
MonkiScalper

53Bn…Ynsh

A
Swarm ≥3
29.4%
Touches 30d
85
Followers
—
28
?
CDus…ZqYYScalper

CDus…ZqYY

A
Swarm ≥3
29.4%
Touches 30d
34
Followers
—
29
C
ceoScalper

5ghU…G36N

A
Swarm ≥3
29.4%
Touches 30d
34
Followers
10.8K
30
S
SebastianMixed

3BLj…k4Ei

A
Swarm ≥3
29.3%
Touches 30d
294
Followers
27.6K
31
P
PainMixed

J6TD…8iEa

A
Swarm ≥3
29.3%
Touches 30d
58
Followers
25.0K
32
R
radiance

FAic…Zjke

A
Swarm ≥3
28.6%
Touches 30d
724
Followers
—
33
C
CentedScalper

CyaE…a54o

A
Swarm ≥3
28.5%
Touches 30d
3503
Followers
824.1K
34
T
theo

Bi4r…YdLt

A
Swarm ≥3
28.0%
Touches 30d
1632
Followers
—
35
E
Euris_JTMixed

DfMx…Xhzj

A
Swarm ≥3
27.3%
Touches 30d
33
Followers
—
36
K
kyro

B9kJ…NcyC

A
Swarm ≥3
27.3%
Touches 30d
220
Followers
—
37
K
Kadenox

B32Q…JqnC

A
Swarm ≥3
26.9%
Touches 30d
509
Followers
—
38
R
ReljooMixed

FsG3…HpHP

A
Swarm ≥3
26.2%
Touches 30d
103
Followers
9.0K
39
L
LynkScalper

CkPF…u7xD

A
Swarm ≥3
26.2%
Touches 30d
229
Followers
311.9K
40
F
FlamesScalper

6aXF…eWoV

A
Swarm ≥3
26.1%
Touches 30d
1557
Followers
11.4K
41
J
JasonMixed

ACTb…y831

A
Swarm ≥3
26.0%
Touches 30d
146
Followers
12.4K
42
B
BuckScalper

FaNa…j3gu

A
Swarm ≥3
25.4%
Touches 30d
586
Followers
1.8K
43
J
Jack DuvalMixed

BAr5…XJPh

A
Swarm ≥3
25.2%
Touches 30d
353
Followers
—
44
G
GucciMixed

YvEs…PnuX

B
Swarm ≥3
24.8%
Touches 30d
210
Followers
2.7K
45
?
FFFz…2ZcoMixed

FFFz…2Zco

B
Swarm ≥3
24.8%
Touches 30d
157
Followers
—
46
L
Limfork.ethMixed

BQVz…PRmB

B
Swarm ≥3
24.7%
Touches 30d
486
Followers
21.3K
47
O
ozarkMixed

DZAa…rXam

B
Swarm ≥3
24.7%
Touches 30d
174
Followers
21.8K
48
Q
QtdegenScalper

7tiR…6RLA

B
Swarm ≥3
24.4%
Touches 30d
205
Followers
51.7K
49
T
TIL

EHg5…Myaf

B
Swarm ≥3
24.4%
Touches 30d
283
Followers
—
50
T
TwenkScalper

ACUq…iL1E

B
Swarm ≥3
24.4%
Touches 30d
172
Followers
—
51
C
clukzMixed

G6fU…diZC

B
Swarm ≥3
24.0%
Touches 30d
129
Followers
—
52
C
ClownScalper

EDXH…8HR8

B
Swarm ≥3
24.0%
Touches 30d
655
Followers
—
53
L
lyfticalScalper

951w…46zt

B
Swarm ≥3
23.8%
Touches 30d
172
Followers
4.2K
54
C
capMixed

CAPn…UJdw

B
Swarm ≥3
23.8%
Touches 30d
63
Followers
13.1K
55
F
frogScalper

9cxL…8S4U

B
Swarm ≥3
23.7%
Touches 30d
59
Followers
957
56
R
RilsioMixed

4fZF…ZMHu

B
Swarm ≥3
23.6%
Touches 30d
127
Followers
12.0K
57
W
WaiterGMixed

4cXn…Zqj2

B
Swarm ≥3
23.5%
Touches 30d
200
Followers
14.3K
58
A
abrawlerjScalper

6Siu…pwsc

B
Swarm ≥3
23.4%
Touches 30d
201
Followers
3.4K
59
A
ArtMixed

CgaA…7Rz5

B
Swarm ≥3
23.2%
Touches 30d
426
Followers
10.5K
60
Y
yodeScalper

J1XA…djSQ

B
Swarm ≥3
22.6%
Touches 30d
53
Followers
—
61
F
Financial ImprovScalper

4xd3…kj9n

B
Swarm ≥3
22.4%
Touches 30d
147
Followers
3.4K
62
D
dv

BCag…UPJd

B
Swarm ≥3
22.2%
Touches 30d
1110
Followers
—
63
L
lyftical

2hN8…agqk

B
Swarm ≥3
22.2%
Touches 30d
90
Followers
—
64
B
bustScalper

FzVQ…ZmND

B
Swarm ≥3
22.0%
Touches 30d
245
Followers
—
65
M
MazeScalper

7j7A…w8xW

B
Swarm ≥3
21.9%
Touches 30d
466
Followers
6.2K
66
C
ClassicMixed

DsqR…fTPE

B
Swarm ≥3
21.8%
Touches 30d
124
Followers
971
67
G
Gfree

4yo9…E8ku

B
Swarm ≥3
21.8%
Touches 30d
728
Followers
—
68
B
BlueyScalper

6TAH…umyK

B
Swarm ≥3
21.8%
Touches 30d
317
Followers
4.2K
69
G
Gasp

xyzf…StB6

B
Swarm ≥3
21.7%
Touches 30d
1003
Followers
—
70
T
TrenchmanMixed

Hw5U…Xoc7

B
Swarm ≥3
21.7%
Touches 30d
129
Followers
10.5K
71
T
t9ndraScalper

3UNP…X3n3

B
Swarm ≥3
21.7%
Touches 30d
129
Followers
960
72
K
KOREAN

6KR7…NeGT

B
Swarm ≥3
21.5%
Touches 30d
1944
Followers
—
73
T
treysocialMixed

831y…eoEs

B
Swarm ≥3
21.3%
Touches 30d
417
Followers
33.2K
74
K
KevScalper

BTf4…sadd

B
Swarm ≥3
21.3%
Touches 30d
1430
Followers
19.9K
75
Y
YenniScalper

5B52…vyxG

B
Swarm ≥3
21.1%
Touches 30d
71
Followers
123.4K
76
L
LspfiScalper

A8Z1…KM52

B
Swarm ≥3
21.1%
Touches 30d
285
Followers
65
77
A
AlxCooksScalper

89Hb…mkDi

B
Swarm ≥3
21.0%
Touches 30d
857
Followers
—
78
C
chesterScalper

PMJA…gyYN

B
Swarm ≥3
20.9%
Touches 30d
2412
Followers
7.8K
79
P
Pullup

65pa…SQuE

B
Swarm ≥3
20.9%
Touches 30d
91
Followers
—
80
B
blu6kScalper

8Ltv…u6YP

B
Swarm ≥3
20.9%
Touches 30d
191
Followers
4.2K
81
B
banditMixed

5B79…9q2X

B
Swarm ≥3
20.9%
Touches 30d
805
Followers
21.6K
82
O
omarScalper

Dgeh…YJPJ

B
Swarm ≥3
20.6%
Touches 30d
320
Followers
3.7K
83
G
Grimace

EA4M…MBJr

B
Swarm ≥3
20.6%
Touches 30d
63
Followers
—
84
L
LevanSolanaScalper

5V9z…QXNL

B
Swarm ≥3
20.5%
Touches 30d
39
Followers
7.7K
85
K
kreo444

BCnq…dArc

B
Swarm ≥3
20.5%
Touches 30d
435
Followers
—
86
F
F O C U SScalper

7rzH…kw3k

B
Swarm ≥3
20.5%
Touches 30d
1309
Followers
489
87
R
RaidzQTMixed

8CLk…Ggys

B
Swarm ≥3
20.4%
Touches 30d
181
Followers
431
88
D
Dior100x 3

D2wB…c71V

B
Swarm ≥3
20.2%
Touches 30d
84
Followers
—
89
C
ColerScalper

99xn…LXrs

B
Swarm ≥3
20.2%
Touches 30d
599
Followers
8.9K
90
V
VeloceMixed

2W14…uvP3

B
Swarm ≥3
20.2%
Touches 30d
84
Followers
7.7K
91
?
69ai…VSM1Mixed

69ai…VSM1

B
Swarm ≥3
20.1%
Touches 30d
318
Followers
—
92
L
Leens

Leen…VABY

B
Swarm ≥3
19.9%
Touches 30d
256
Followers
—
93
D
dov 7Mixed

8nqt…iM3v

B
Swarm ≥3
19.8%
Touches 30d
131
Followers
3.5K
94
W
WoozyMixed

9tRf…TnAp

B
Swarm ≥3
19.8%
Touches 30d
121
Followers
752
95
S
ScharoScalper

4sAU…m5nU

B
Swarm ≥3
19.7%
Touches 30d
284
Followers
35.7K
96
S
slingoorMixed

5YRg…Uzij

B
Swarm ≥3
19.6%
Touches 30d
372
Followers
115.0K
97
P
Pengu 💫Scalper

JAun…MtYs

B
Swarm ≥3
19.5%
Touches 30d
307
Followers
4.0K
98
I
IcedMixed

DrJ6…Sd5o

B
Swarm ≥3
19.5%
Touches 30d
77
Followers
366.3K
99
P
PutrickScalper

AVjE…oeQN

B
Swarm ≥3
19.5%
Touches 30d
886
Followers
58.4K
100
T
tech

5d3j…NkuE

B
Swarm ≥3
19.4%
Touches 30d
31
Followers
—

Tier distribution

100 scored
S · ≥40% swarm rate4 · 4.0%
A · 25–40% swarm rate39 · 39.0%
B · 15–25% swarm rate57 · 57.0%
C · under 15%0 · 0.0%

S-tier is genuinely rare. Requires ≥30 first-touches in the 30-day window for stability (Pearson r=0.78 across non-overlapping halves at this sample size).

Methodology

  • First-touch event: any tracked KOL is the first in our 2,000+ wallet set to buy a brand-new mint.
  • 4-hour window: we count distinct follow-on KOL buyers between the first-touch and 4 hours later.
  • Swarm rate: % of first-touches that attract ≥3 follow-on KOLs. Baseline (random KOL) ≈14%.
  • Minimum sample: ≥30 first-touches in the 30-day window. Pearson r=0.78 across non-overlapping halves at this sample size — stable signal.

Stream the signal

The scout signal is built for bots — 12-second median lead means manual trading can't keep up. Subscribe via REST, WebSocket, or per-rule webhook.

See API access

First touches next to KOL trades, coordination and alpha wallets: smart-money data for developers.

How scout tiers work

S-tier
≥40% swarm rate

The rare reliable scout

A-tier
25–40%

Above-average consistency

B-tier
15–25%

Borderline-vs-baseline

C-tier
Under 15%

Below baseline noise

Computed over a 30-day rolling window with a minimum of 30 first-touches per KOL. Pearson r=0.78 across non-overlapping halves at this sample size — the ranking is stable.