Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data
← Leaderboard
Compare →✓ Claimed
Dai Nguyen Ba

Dai Nguyen Ba

Igniter
signal-2a10e9464a@it-dainbRank #1120Top 68.11% of the fieldIGNITER
Global rank#1120
PercentileTop 68.11%
Platformother
Account age0 days
Lifetime turns0
vs. field average▼ 95.2% below average
vs. top operator▼ 99.9% below top

Cascade Layer · Υ

Baseline
T × C × R cascade

0.1×13.0×19.3

Transmission × Commitment × Reuse

Υ Yield
1.4leverage × velocity
V Velocity
0.07output / input
L Leverage
18.6cache_read / input
SNR
6.9%compression alias
10xDEV
1.27log₁₀(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

1.4
Υ Yield
6.9%
SNR
0.07
Velocity
18.6
Leverage
1.27
10xDEV
9.76
Scale V
$0.64
$ / 1M
4.91×
Efficiency
19:1:0.07
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 · 19:1:0.07
  • Cache read5231.8M90%
  • Cache create271.3M5%
  • Input281.3M5%
  • Output20.9M0%
Υ-layer intensity
  • SNR7%
  • Velocity0.1
  • Leverage18.6
  • Efficiency4.91
SCORE TRAJECTORY1.9524.0546.1507-3007-30

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