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

Said B.

Arch+
saidbenmoumen@saidbenmoumenRank #401Top 24.41% of the fieldARCH+
SAID B.
ARCH+ · CLAUDE · 50:1:0.27
§SIGRANK
13Υ YIELD
0.3×8.7×21.2
SNR21%VEL0.3LEV50x1.70SCL9.72EFF13.1x
YOU FIELD AVG
signalaf.com/user/saidbenmoumen
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO50:1:0.27C:I:O3.5:1:0.5
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Global rank#401
PercentileTop 24.41%
Platformclaude
Account age92 days
Lifetime turns0
vs. field average 53.3% below average
vs. top operator 98.6% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.3×8.7×21.2

Transmission × Commitment × Reuse

Υ Yield
13.3leverage × velocity
V Velocity
0.27output / input
L Leverage
49.6cache_read / input
SNR
21.1%compression alias
10xDEV
1.70log₁₀(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

13.3
Υ Yield
21.1%
SNR
0.27
Velocity
49.6
Leverage
1.70
10xDEV
9.72
Scale V
$0.58
$ / 1M
13.06×
Efficiency
50:1:0.27
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 · 50:1:0.27
  • Cache read4926.1M93%
  • Cache create232.6M4%
  • Input99.2M2%
  • Output26.6M1%
Υ-layer intensity
  • SNR21%
  • Velocity0.3
  • Leverage49.6
  • Efficiency13.06
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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