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

Jingxing (Eric) Hou

Arch+
jxherc@jxhercRank #404Top 24.57% of the fieldARCH+
JINGXING (ERIC) HOU
ARCH+ · CLAUDE · 68:1:0.19
§SIGRANK
13Υ YIELD
0.2×4.2×85.1
SNR16%VEL0.2LEV68x1.83SCL10.09EFF17.3x
YOU FIELD AVG
signalaf.com/user/jxherc
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO68:1:0.19C:I:O3.5:1:0.5
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Global rank#404
PercentileTop 24.57%
Platformclaude
Account age33 days
Lifetime turns891
vs. field average 54.2% below average
vs. top operator 98.6% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×4.2×85.1

Transmission × Commitment × Reuse

Υ Yield
13.0leverage × velocity
V Velocity
0.19output / input
L Leverage
68.3cache_read / input
SNR
16.0%compression alias
10xDEV
1.83log₁₀(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

13.0
Υ Yield
16.0%
SNR
0.19
Velocity
68.3
Leverage
1.83
10xDEV
10.09
Scale V
$0.42
$ / 1M
17.33×
Efficiency
68:1:0.19
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 · 68:1:0.19
  • Cache read11952.4M97%
  • Cache create140.5M1%
  • Input175.0M1%
  • Output33.4M0%
Υ-layer intensity
  • SNR16%
  • Velocity0.2
  • Leverage68.3
  • Efficiency17.33
SCORE TRAJECTORY-10107-1307-13

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