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
kr-yeonSEEKER · #27946Υ Yield◆ Leads 64
  • Υ Yield · leads 126× · 46
  • Cost · cost leader · $0.52/1M
  • Leverage · deep reuse · 92×
  • Efficacy · strong · 24.01
  • Scale · heavyweight · 7652493.6K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓kr-yeonThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑kr-yeonThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMEkr-yeonThe FieldField avg-492598172245Field avg 28.546.107-0507-1507-1607-1807-21
kr-yeonDataThe Field
Raw
78.9MInput258885.9M
39.4MOutput79899.5M
7265.5MCache-read306174.3M
268.7MCache-write6115.2M
7652.5MTotal651075.0M
$0.52Cost$3.21
Metrics
46Υ Yield0
33.3%SNR23.6%
92×Leverage
0.50Velocity0.31
1.9610xDEV0.07
$0.52Cost per 1M$3.21
24.01Efficiency0.38
92:1:0.50Op Ratio1:1:0.31
7652.5MTotal651075.0M
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