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

LeeKwangsub

Arch
coldplay126@coldplay126Rank #486Top 29.57% of the fieldARCH
LEEKWANGSUB
ARCH · CLAUDE · 39:1:0.19
§SIGRANK
7Υ YIELD
0.2×2.4×87.7
SNR16%VEL0.2LEV39x1.59SCL10.03EFF10.0x
YOU FIELD AVG
signalaf.com/user/coldplay126
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO39:1:0.19C: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#486
PercentileTop 29.57%
Platformclaude
Account age67 days
Lifetime turns2,927
vs. field average 74.2% below average
vs. top operator 99.2% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×2.4×87.7

Transmission × Commitment × Reuse

Υ Yield
7.4leverage × velocity
V Velocity
0.19output / input
L Leverage
39.2cache_read / input
SNR
15.8%compression alias
10xDEV
1.59log₁₀(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

7.4
Υ Yield
15.8%
SNR
0.19
Velocity
39.2
Leverage
1.59
10xDEV
10.03
Scale V
$0.47
$ / 1M
9.95×
Efficiency
39:1:0.19
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 · 39:1:0.19
  • Cache read10379.4M96%
  • Cache create118.3M1%
  • Input264.9M2%
  • Output49.7M0%
Υ-layer intensity
  • SNR16%
  • Velocity0.2
  • Leverage39.2
  • Efficiency9.95
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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