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

Justin Levine

Arch
jal-co@jal-coRank #446Top 27.13% of the fieldARCH
JUSTIN LEVINE
ARCH · CLAUDE · 58:1:0.17
§SIGRANK
10Υ YIELD
0.2×11.4×30.4
SNR14%VEL0.2LEV58x1.76SCL10.26EFF15.1x
YOU FIELD AVG
signalaf.com/user/jal-co
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO58:1:0.17C:I:O3.5:1:0.5
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Global rank#446
PercentileTop 27.13%
Platformclaude
Account age191 days
Lifetime turns1,478
vs. field average 65.7% below average
vs. top operator 99.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×11.4×30.4

Transmission × Commitment × Reuse

Υ Yield
9.8leverage × velocity
V Velocity
0.17output / input
L Leverage
58.1cache_read / input
SNR
14.4%compression alias
10xDEV
1.76log₁₀(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

9.8
Υ Yield
14.4%
SNR
0.17
Velocity
58.1
Leverage
1.76
10xDEV
10.26
Scale V
$0.49
$ / 1M
15.06×
Efficiency
58:1:0.17
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 · 58:1:0.17
  • Cache read17153.9M95%
  • Cache create564.9M3%
  • Input295.0M2%
  • Output49.6M0%
Υ-layer intensity
  • SNR14%
  • Velocity0.2
  • Leverage58.1
  • Efficiency15.06
SCORE TRAJECTORY-10107-1307-13

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