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

Guanqin.ZHANG

Arch+
guanqin-123@guanqin-123Rank #352Top 21.40% of the fieldARCH+
GUANQIN.ZHANG
ARCH+ · CLAUDE · 57:1:0.34
§SIGRANK
19Υ YIELD
0.3×11.3×14.7
SNR25%VEL0.3LEV57x1.75SCL9.98EFF15.3x
YOU FIELD AVG
signalaf.com/user/guanqin-123
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO57:1:0.34C:I:O3.5:1:0.5
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Global rank#352
PercentileTop 21.40%
Platformclaude
Account age113 days
Lifetime turns6,700
vs. field average 31.7% below average
vs. top operator 97.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×11.3×14.7

Transmission × Commitment × Reuse

Υ Yield
19.5leverage × velocity
V Velocity
0.34output / input
L Leverage
56.9cache_read / input
SNR
25.5%compression alias
10xDEV
1.75log₁₀(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
25.5%
SNR
0.34
Velocity
56.9
Leverage
1.75
10xDEV
9.98
Scale V
$0.64
$ / 1M
15.27×
Efficiency
57:1:0.34
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 · 57:1:0.34
  • Cache read8820.9M92%
  • Cache create601.3M6%
  • Input155.1M2%
  • Output53.1M1%
Υ-layer intensity
  • SNR25%
  • Velocity0.3
  • Leverage56.9
  • Efficiency15.27
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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