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

Sirawit Bongsuwan

Arch+
srwbsw@srwbswRank #436Top 26.52% of the fieldARCH+
SIRAWIT BONGSUWAN
ARCH+ · CLAUDE · 55:1:0.19
§SIGRANK
10Υ YIELD
0.2×3.8×75.8
SNR16%VEL0.2LEV55x1.74SCL10.70EFF13.9x
YOU FIELD AVG
signalaf.com/user/srwbsw
TELEMETRYWELCOME OPERATORCASCADEAVERAGE USER
OP RATIO55:1:0.19C:I:O3.5:1:0.5
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Global rank#436
PercentileTop 26.52%
Platformclaude
Account age229 days
Lifetime turns5,053
vs. field average 63.7% below average
vs. top operator 98.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.2×3.8×75.8

Transmission × Commitment × Reuse

Υ Yield
10.4leverage × velocity
V Velocity
0.19output / input
L Leverage
54.8cache_read / input
SNR
15.9%compression alias
10xDEV
1.74log₁₀(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

10.4
Υ Yield
15.9%
SNR
0.19
Velocity
54.8
Leverage
1.74
10xDEV
10.70
Scale V
$0.44
$ / 1M
13.92×
Efficiency
55:1:0.19
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 · 55:1:0.19
  • Cache read48977.8M97%
  • Cache create646.4M1%
  • Input894.2M2%
  • Output169.1M0%
Υ-layer intensity
  • SNR16%
  • Velocity0.2
  • Leverage54.8
  • Efficiency13.92
SCORE TRAJECTORY-10107-1307-13

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