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

Sanghun

Trans
sanghunka@sanghunkaRank #168Top 10.18% of the fieldTRANSMITTER
SANGHUN
TRANSMITTER · CLAUDE · 226:1:0.76
§SIGRANK
171Υ YIELD
0.8×7.6×39.4
SNR43%VEL0.8LEV226x2.35SCL10.02EFF58.1x
YOU FIELD AVG
signalaf.com/user/sanghunka
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO226:1:0.76C: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#168
PercentileTop 10.18%
Platformclaude
Account age46 days
Lifetime turns0
vs. field average 499.3% above average
vs. top operator 81.8% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.8×7.6×39.4

Transmission × Commitment × Reuse

Υ Yield
170.9leverage × velocity
V Velocity
0.76output / input
L Leverage
225.8cache_read / input
SNR
43.1%compression alias
10xDEV
2.35log₁₀(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

170.9
Υ Yield
43.1%
SNR
0.76
Velocity
225.8
Leverage
2.35
10xDEV
10.02
Scale V
$0.44
$ / 1M
58.08×
Efficiency
226:1:0.76
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 · 226:1:0.76
  • Cache read10083.2M97%
  • Cache create256.0M2%
  • Input44.6M0%
  • Output33.8M0%
Υ-layer intensity
  • SNR43%
  • Velocity0.8
  • Leverage225.8
  • Efficiency58.08
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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