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.

Operator A
vs
Operator B
younhomaeng-svgIGNITER II · #32266.0KΥ Yield◆ Leads 91
  • Leverage · closed loop · 18.6K×
  • Υ Yield · leads 5.1K× · 2266.0K
  • Cost · cost leader · $0.48/1M
  • Velocity · fast · 121.6 o/i
  • Efficacy · strong · 4817.66
VS91
The FieldSEEKER I · #116442Υ Yield
  • Leverage · closed loop · 300×
  • Υ Yield · trails · 442
  • Cost · cost leader · $0.55/1M
  • Velocity · fast · 1.5 o/i
  • Efficacy · strong · 79.22
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓younhomaeng-svgThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑younhomaeng-svgThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Not enough history yet — both operators need at least two snapshots to chart Υ Yield trajectory.
younhomaeng-svgDataThe Field
Raw
4.8KInput29.8K
578.6KOutput44.0K
88.7MCache-read8.9M
2.4MCache-write470.4K
91.7MTotal9.5M
$0.48Cost$0.55
Metrics
2266.0KΥ Yield442
99.2%SNR59.6%
18.6K×Leverage300×
121.6Velocity1.47
4.2710xDEV2.48
$0.48Cost per 1M$0.55
4817.66Efficiency79.22
18639:1:121.6Op Ratio300:1:1.5
91.7MTotal9.5M
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