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

Jianyu Zhan

Arch+
jianyuzhan@JianyuZhanRank #405Top 24.65% of the fieldARCH+
JIANYU ZHAN
ARCH+ · CLAUDE · 48:1:0.27
§SIGRANK
13Υ YIELD
0.3×20.4×8.7
SNR21%VEL0.3LEV48x1.68SCL9.80EFF13.4x
YOU FIELD AVG
signalaf.com/user/jianyuzhan
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO48:1:0.27C:I:O3.5:1:0.5
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Global rank#405
PercentileTop 24.65%
Platformclaude
Account age58 days
Lifetime turns0
vs. field average 54.7% below average
vs. top operator 98.6% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×20.4×8.7

Transmission × Commitment × Reuse

Υ Yield
12.9leverage × velocity
V Velocity
0.27output / input
L Leverage
47.9cache_read / input
SNR
21.2%compression alias
10xDEV
1.68log₁₀(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

12.9
Υ Yield
21.2%
SNR
0.27
Velocity
47.9
Leverage
1.68
10xDEV
9.80
Scale V
$0.77
$ / 1M
13.41×
Efficiency
48:1:0.27
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 · 48:1:0.27
  • Cache read5534.3M88%
  • Cache create636.3M10%
  • Input115.6M2%
  • Output31.2M0%
Υ-layer intensity
  • SNR21%
  • Velocity0.3
  • Leverage47.9
  • Efficiency13.41
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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