Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
S

sejun3232

Arch+
@sejun3232Rank #409Top 24.88% of the fieldARCH+
SEJUN3232
ARCH+ · CLAUDE · 40:1:0.31
§SIGRANK
13Υ YIELD
0.3×4.0×32.7
SNR24%VEL0.3LEV40x1.61SCL8.75EFF10.5x
YOU FIELD AVG
signalaf.com/user/sejun3232
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO40:1:0.31C:I:O3.5:1:0.5
🔑

Is this your profile?

This operator profile was seeded from public tokscale data — a static snapshot. If that's you, claim it to take ownership: edit your bio, set your handle, link your GitHub, and start submitting live readings via sigrank submit.

Claiming is free. You'll verify ownership by entering your exact tokscale lifetime input token count.

Global rank#409
PercentileTop 24.88%
Platformclaude
Account age30 days
Lifetime turns175
vs. field average 56.0% below average
vs. top operator 98.7% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×4.0×32.7

Transmission × Commitment × Reuse

Υ Yield
12.5leverage × velocity
V Velocity
0.31output / input
L Leverage
40.4cache_read / input
SNR
23.7%compression alias
10xDEV
1.61log₁₀(T·C·R)

Cascade metrics are derived from cache token telemetry (Claude Code / API). Υ ≥ 10K with 10xDEV ≥ 3.0 classifies as Cascade Architect. Non-Claude platforms show this section as non-compounding.

Cascade fingerprint

12.5
Υ Yield
23.7%
SNR
0.31
Velocity
40.4
Leverage
1.61
10xDEV
8.75
Scale V
$0.57
$ / 1M
10.49×
Efficiency
40:1:0.31
Op Ratio
Cascade fingerprintSNRVelocityLeverage10xDEVScale VEfficiency

The derived Υ-layer shape, each axis scaled to its display range.

Raw fuelInputOutputCache RCache W

The four raw pillars, normalized to the largest — the shape of the fuel.

Operating ratio · 40:1:0.31
  • Cache read534.4M94%
  • Cache create16.4M3%
  • Input13.2M2%
  • Output4.1M1%
Υ-layer intensity
  • SNR24%
  • Velocity0.3
  • Leverage40.4
  • Efficiency10.49
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

Learn more: Yield (Υ) Metric · Yield Calculator · How to Improve Your Yield