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

biefan

Arch+
@biefanRank #229Top 13.90% of the fieldARCH+
BIEFAN
ARCH+ · CLAUDE · 177:1:0.44
§SIGRANK
78Υ YIELD
0.4×5.4×74.7
SNR30%VEL0.4LEV177x2.25SCL10.59EFF44.9x
YOU FIELD AVG
signalaf.com/user/biefan
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO177:1:0.44C:I:O3.5:1:0.5
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Global rank#229
PercentileTop 13.90%
Platformclaude
Account age107 days
Lifetime turns3,744
vs. field average 172.3% above average
vs. top operator 91.7% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.4×5.4×74.7

Transmission × Commitment × Reuse

Υ Yield
77.7leverage × velocity
V Velocity
0.44output / input
L Leverage
177.0cache_read / input
SNR
30.5%compression alias
10xDEV
2.25log₁₀(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

77.7
Υ Yield
30.5%
SNR
0.44
Velocity
177.0
Leverage
2.25
10xDEV
10.59
Scale V
$0.40
$ / 1M
44.95×
Efficiency
177:1:0.44
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 · 177:1:0.44
  • Cache read37762.3M98%
  • Cache create505.7M1%
  • Input213.4M1%
  • Output93.6M0%
Υ-layer intensity
  • SNR30%
  • Velocity0.4
  • Leverage177.0
  • Efficiency44.95
SCORE TRAJECTORY-10107-1307-13

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