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

seonhocho

Arch+
@seonhochoRank #353Top 21.48% of the fieldARCH+
SEONHOCHO
ARCH+ · CLAUDE · 60:1:0.32
§SIGRANK
19Υ YIELD
0.3×9.1×20.7
SNR24%VEL0.3LEV60x1.78SCL9.81EFF15.9x
YOU FIELD AVG
signalaf.com/user/seonhocho
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO60:1:0.32C: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#353
PercentileTop 21.48%
Platformclaude
Account age77 days
Lifetime turns0
vs. field average 31.7% below average
vs. top operator 97.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×9.1×20.7

Transmission × Commitment × Reuse

Υ Yield
19.5leverage × velocity
V Velocity
0.32output / input
L Leverage
60.5cache_read / input
SNR
24.3%compression alias
10xDEV
1.78log₁₀(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

19.5
Υ Yield
24.3%
SNR
0.32
Velocity
60.5
Leverage
1.78
10xDEV
9.81
Scale V
$0.57
$ / 1M
15.93×
Efficiency
60:1:0.32
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 · 60:1:0.32
  • Cache read5995.1M93%
  • Cache create290.1M5%
  • Input99.1M2%
  • Output31.9M0%
Υ-layer intensity
  • SNR24%
  • Velocity0.3
  • Leverage60.5
  • Efficiency15.93
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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