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

takuma.saito

Trans
takuma-saitou@takuma-saitouRank #96Top 5.84% of the fieldTRANSMITTER
TAKUMA.SAITO
TRANSMITTER · CLAUDE · 608:1:0.92
§SIGRANK
559Υ YIELD
0.9×5.0×133.7
SNR48%VEL0.9LEV608x2.78SCL11.11EFF153.5x
YOU FIELD AVG
signalaf.com/user/takuma-saitou
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO608:1:0.92C: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.

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

Cascade Metrics

Raw Token Pillars

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Global rank#96
PercentileTop 5.84%
Platformclaude
Account age100 days
Lifetime turns0
vs. field average 91.9% below average
vs. top operator 100.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.9×5.0×133.7

Transmission × Commitment × Reuse

Υ Yield
558.6leverage × velocity
V Velocity
0.92output / input
L Leverage
608.4cache_read / input
SNR
47.9%compression alias
10xDEV
2.78log₁₀(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

558.6
Υ Yield
47.9%
SNR
0.92
Velocity
608.4
Leverage
2.78
10xDEV
11.11
Scale V
$0.35
$ / 1M
153.46×
Efficiency
608:1:0.92
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 · 608:1:0.92
  • Cache read128841.5M99%
  • Cache create963.9M1%
  • Input211.8M0%
  • Output194.5M0%
Υ-layer intensity
  • SNR48%
  • Velocity0.9
  • Leverage608.4
  • Efficiency153.46
SCORE TRAJECTORY-10107-1307-13