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

Stephan Moerman

Arch+
stmoerman@stmoermanRank #385Top 23.41% of the fieldARCH+
STEPHAN MOERMAN
ARCH+ · CLAUDE · 69:1:0.22
§SIGRANK
15Υ YIELD
0.2×6.6×46.8
SNR18%VEL0.2LEV69x1.84SCL10.75EFF17.6x
YOU FIELD AVG
signalaf.com/user/stmoerman
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO69:1:0.22C:I:O3.5:1:0.5
🔑

Is this your profile?

This operator profile was seeded from public tokscale data — a static snapshot. If that's you, claim it to take ownership: edit your bio, set your handle, link your GitHub, and start submitting live readings via sigrank submit.

Claiming is free. You'll verify ownership by entering your exact tokscale lifetime input token count.

Global rank#385
PercentileTop 23.41%
Platformclaude
Account age161 days
Lifetime turns5,196
vs. field average 46.2% below average
vs. top operator 98.4% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×6.6×46.8

Transmission × Commitment × Reuse

Υ Yield
15.3leverage × velocity
V Velocity
0.22output / input
L Leverage
68.9cache_read / input
SNR
18.2%compression alias
10xDEV
1.84log₁₀(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

15.3
Υ Yield
18.2%
SNR
0.22
Velocity
68.9
Leverage
1.84
10xDEV
10.75
Scale V
$0.45
$ / 1M
17.65×
Efficiency
69:1:0.22
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 · 69:1:0.22
  • Cache read53716.0M96%
  • Cache create1148.9M2%
  • Input779.6M1%
  • Output173.6M0%
Υ-layer intensity
  • SNR18%
  • Velocity0.2
  • Leverage68.9
  • Efficiency17.65
SCORE TRAJECTORY-10107-1307-13

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