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

limp

Trans
sadw1q@sadw1qRank #12Top 0.68% of the fieldTRANSMITTER
LIMP
TRANSMITTER · CHATGPT · 505:1:218.3
§SIGRANK
110.3KΥ YIELD
218.3×0.0×287173.9
SNR100%VEL218.3LEV505x2.70SCL10.25EFF180.8x
YOU FIELD AVG
signalaf.com/user/sadw1q
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO505:1:218.3C:I:O3.5:1:0.5
🏆

Hall of Signal

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

🥇2
🥈0
🥉0
3 top-10 finishes · last updated 2026-07-13

Cascade Metrics

Raw Token Pillars

🔑

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#12
PercentileTop 0.68%
Platformchatgpt
Account age158 days
Lifetime turns0
vs. field average 1506.5% above average
vs. top operator 95.5% below top

Cascade Layer · Υ

Cache Architect
T × C × R cascade

218.3×0.0×287173.9

Transmission × Commitment × Reuse

Υ Yield
110.3Kleverage × velocity
V Velocity
218.3output / input
L Leverage
505.0cache_read / input
SNR
99.5%compression alias
10xDEV
2.70log₁₀(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

110.3K
Υ Yield
99.5%
SNR
218.3
Velocity
505.0
Leverage
2.70
10xDEV
10.25
Scale V
$4.73
$ / 1M
180.83×
Efficiency
505:1:218.3
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 · 505:1:218.3
  • Cache read12374.0M70%
  • Cache create43.1k0%
  • Input24.5M0%
  • Output5350.2M30%
Υ-layer intensity
  • SNR100%
  • Velocity218.3
  • Leverage505.0
  • Efficiency180.83
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13