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

Lakshmi Narayanan G

Seeker
glnarayanan@glnarayananRank #1507Top 91.61% of the fieldSEEKER
Global rank#1507
PercentileTop 91.61%
Platformother
Account age0 days
Lifetime turns0
vs. field average 130.2% above average
vs. top operator 93.0% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.5×8.8×30.0

Transmission × Commitment × Reuse

Υ Yield
66.2leverage × velocity
V Velocity
0.50output / input
L Leverage
132.4cache_read / input
SNR
33.3%compression alias
10xDEV
2.12log₁₀(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

66.2
Υ Yield
33.3%
SNR
0.50
Velocity
132.4
Leverage
2.12
10xDEV
10.52
Scale V
$0.48
$ / 1M
34.33×
Efficiency
132:1:0.50
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 · 132:1:0.50
  • Cache read31431.4M96%
  • Cache create1047.7M3%
  • Input237.4M1%
  • Output118.7M0%
Υ-layer intensity
  • SNR33%
  • Velocity0.5
  • Leverage132.4
  • Efficiency34.33
SCORE TRAJECTORY3.2615.8428.4307-3107-31

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