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

lingcp

Arch+
@LingcpRank #232Top 14.09% of the fieldARCH+
LINGCP
ARCH+ · CLAUDE · 112:1:0.68
§SIGRANK
75Υ YIELD
0.7×4.7×35.3
SNR40%VEL0.7LEV112x2.05SCL9.71EFF28.8x
YOU FIELD AVG
signalaf.com/user/lingcp
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO112:1:0.68C:I:O3.5:1:0.5
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Global rank#232
PercentileTop 14.09%
Platformclaude
Account age50 days
Lifetime turns0
vs. field average 164.7% above average
vs. top operator 92.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.7×4.7×35.3

Transmission × Commitment × Reuse

Υ Yield
75.5leverage × velocity
V Velocity
0.68output / input
L Leverage
111.5cache_read / input
SNR
40.4%compression alias
10xDEV
2.05log₁₀(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

75.5
Υ Yield
40.4%
SNR
0.68
Velocity
111.5
Leverage
2.05
10xDEV
9.71
Scale V
$0.50
$ / 1M
28.84×
Efficiency
112:1:0.68
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 · 112:1:0.68
  • Cache read4864.8M96%
  • Cache create138.0M3%
  • Input43.6M1%
  • Output29.5M1%
Υ-layer intensity
  • SNR40%
  • Velocity0.7
  • Leverage111.5
  • Efficiency28.84
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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