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

Manus ad Manum

Two operators. One cascade layer. Υ Yield, SNR, Leverage, Velocity, 10xDEV & blended cost — the data tells you not just who's ahead, but where and why.

vs
benSEEKER · #90.51Υ Yield
  • Υ Yield · leads 1.4× · 1
  • Scale · heavyweight · 168668800.0K tok
  • Regime · volatile ingestor
  • Leverage · light reuse · 1×
VS37
The FieldIGNITER · #100.37Υ Yield◆ Leads 73
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
benDataThe Field
Raw
67700.0MInput258885.9M
64000.0MOutput79899.5M
36800.0MCache-read306174.3M
168.8MCache-write6115.2M
168668.8MTotal651075.0M
$6.96Cost$3.21
Metrics
1Υ Yield0
48.6%SNR23.6%
Leverage
0.95Velocity0.31
-0.2610xDEV0.07
$6.96Cost per 1M$3.21
0.37Efficiency0.38
1:1:0.95Op Ratio1:1:0.31
168668.8MTotal651075.0M
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓benThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑benThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
⚔ Throw-DownsComing soon