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
lukasdreier040403BEARER III · #18109.8KΥ Yield◆ Leads 100
  • Leverage · closed loop · 4.3K×
  • Υ Yield · leads 249× · 109.8K
  • Cost · cost leader · $0.51/1M
  • Velocity · fast · 25.8 o/i
  • Efficacy · strong · 1109.84
VS100
The FieldSEEKER I · #116442Υ Yield
  • Leverage · closed loop · 300×
  • Υ Yield · trails · 442
  • Cost · cost leader · $0.55/1M
  • Velocity · fast · 1.5 o/i
  • Efficacy · strong · 79.22
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓lukasdreier040403The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑lukasdreier040403The 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.
lukasdreier040403DataThe Field
Raw
106.1KInput29.8K
2.7MOutput44.0K
451.2MCache-read8.9M
17.1MCache-write470.4K
471.1MTotal9.5M
$0.51Cost$0.55
Metrics
109.8KΥ Yield442
96.3%SNR59.6%
4.3K×Leverage300×
25.8Velocity1.47
3.6310xDEV2.48
$0.51Cost per 1M$0.55
1109.84Efficiency79.22
4253:1:25.8Op Ratio300:1:1.5
471.1MTotal9.5M
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