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

Ing Tian

Trans
ingtian@IngTianRank #186Top 11.28% of the fieldTRANSMITTER
ING TIAN
TRANSMITTER · CLAUDE · 137:1:0.98
§SIGRANK
133Υ YIELD
1.0×8.2×17.1
SNR49%VEL1.0LEV137x2.14SCL10.12EFF36.4x
YOU FIELD AVG
signalaf.com/user/ingtian
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO137:1:0.98C:I:O3.5:1:0.5
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Global rank#186
PercentileTop 11.28%
Platformclaude
Account age55 days
Lifetime turns3,684
vs. field average 367.8% above average
vs. top operator 85.8% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

1.0×8.2×17.1

Transmission × Commitment × Reuse

Υ Yield
133.4leverage × velocity
V Velocity
0.98output / input
L Leverage
136.7cache_read / input
SNR
49.4%compression alias
10xDEV
2.14log₁₀(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

133.4
Υ Yield
49.4%
SNR
0.98
Velocity
136.7
Leverage
2.14
10xDEV
10.12
Scale V
$0.60
$ / 1M
36.42×
Efficiency
137:1:0.98
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 · 137:1:0.98
  • Cache read12344.5M93%
  • Cache create720.3M5%
  • Input90.3M1%
  • Output88.1M1%
Υ-layer intensity
  • SNR49%
  • Velocity1.0
  • Leverage136.7
  • Efficiency36.42
SCORE TRAJECTORY (SINGLE SNAPSHOT — NO TREND YET)-10107-13

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