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

lazydecoder

Trans
wangbei98@wangbei98Rank #11Top 0.61% of the fieldTRANSMITTER
LAZYDECODER
TRANSMITTER · CLAUDE · 6566:1:21.0
§SIGRANK
137.7KΥ YIELD
21.0×6.0×52.4
SNR95%VEL21.0LEV6566x3.82SCL9.44EFF1678.1x
YOU FIELD AVG
signalaf.com/user/wangbei98
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO6566:1:21.0C:I:O3.5:1:0.5
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Hall of Signal

Where this operator ranks on the all-time record boards — every cascade metric and raw token pillar.

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4 top-10 finishes · last updated 2026-07-13

Cascade Metrics

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Global rank#11
PercentileTop 0.61%
Platformclaude
Account age24 days
Lifetime turns0
vs. field average 1906.2% above average
vs. top operator 94.4% below top

Cascade Layer · Υ

Cascade Architect
T × C × R cascade

21.0×6.0×52.4

Transmission × Commitment × Reuse

Υ Yield
137.7Kleverage × velocity
V Velocity
21.0output / input
L Leverage
6.6Kcache_read / input
SNR
95.4%compression alias
10xDEV
3.82log₁₀(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

137.7K
Υ Yield
95.4%
SNR
21.0
Velocity
6.6K
Leverage
3.82
10xDEV
9.44
Scale V
$0.41
$ / 1M
1678.11×
Efficiency
6566:1:21.0
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 · 6566:1:21.0
  • Cache read2675.4M98%
  • Cache create51.1M2%
  • Input407.5k0%
  • Output8.5M0%
Υ-layer intensity
  • SNR95%
  • Velocity21.0
  • Leverage6566.1
  • Efficiency1678.11
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13