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

Sunwoo Ju

Arch+
sunnyxide@sunnyxideRank #429Top 26.11% of the fieldARCH+
SUNWOO JU
ARCH+ · CLAUDE · 46:1:0.23
§SIGRANK
11Υ YIELD
0.2×7.2×28.0
SNR19%VEL0.2LEV46x1.67SCL10.58EFF12.1x
YOU FIELD AVG
signalaf.com/user/sunnyxide
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO46:1:0.23C:I:O3.5:1:0.5
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Global rank#429
PercentileTop 26.11%
Platformclaude
Account age275 days
Lifetime turns25,950
vs. field average 62.7% below average
vs. top operator 98.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×7.2×28.0

Transmission × Commitment × Reuse

Υ Yield
10.6leverage × velocity
V Velocity
0.23output / input
L Leverage
46.3cache_read / input
SNR
18.7%compression alias
10xDEV
1.67log₁₀(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

10.6
Υ Yield
18.7%
SNR
0.23
Velocity
46.3
Leverage
1.67
10xDEV
10.58
Scale V
$0.54
$ / 1M
12.05×
Efficiency
46:1:0.23
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 · 46:1:0.23
  • Cache read35646.3M94%
  • Cache create1274.3M3%
  • Input769.4M2%
  • Output176.7M0%
Υ-layer intensity
  • SNR19%
  • Velocity0.2
  • Leverage46.3
  • Efficiency12.05
SCORE TRAJECTORY-10107-1307-13

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