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

Alex Huang

Arch+
chuanyin1202@Chuanyin1202Rank #379Top 23.05% of the fieldARCH+
ALEX HUANG
ARCH+ · CLAUDE · 73:1:0.22
§SIGRANK
16Υ YIELD
0.2×4.8×69.7
SNR18%VEL0.2LEV73x1.86SCL10.63EFF18.6x
YOU FIELD AVG
signalaf.com/user/chuanyin1202
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO73:1:0.22C:I:O3.5:1:0.5
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Global rank#379
PercentileTop 23.05%
Platformclaude
Account age254 days
Lifetime turns3,502
vs. field average 44.6% below average
vs. top operator 98.3% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×4.8×69.7

Transmission × Commitment × Reuse

Υ Yield
15.8leverage × velocity
V Velocity
0.22output / input
L Leverage
73.0cache_read / input
SNR
17.8%compression alias
10xDEV
1.86log₁₀(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

15.8
Υ Yield
17.8%
SNR
0.22
Velocity
73.0
Leverage
1.86
10xDEV
10.63
Scale V
$0.43
$ / 1M
18.56×
Efficiency
73:1:0.22
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 · 73:1:0.22
  • Cache read41363.4M97%
  • Cache create593.7M1%
  • Input566.8M1%
  • Output122.6M0%
Υ-layer intensity
  • SNR18%
  • Velocity0.2
  • Leverage73.0
  • Efficiency18.56
SCORE TRAJECTORY-10107-1307-13

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