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
ethanARCH+ · #28140Υ Yield◆ Leads 64
  • Leverage · closed loop · 121×
  • Υ Yield · leads 111× · 40
  • Cost · cost leader · $0.48/1M
  • Efficacy · strong · 31.36
  • Scale · heavyweight · 9174924.4K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓ethanThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑ethanThe 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.
ethanDataThe Field
Raw
72.6MInput258885.9M
24.3MOutput79899.5M
8750.8MCache-read306174.3M
327.2MCache-write6115.2M
9174.9MTotal651075.0M
$0.48Cost$3.21
Metrics
40Υ Yield0
25.1%SNR23.6%
121×Leverage
0.34Velocity0.31
2.0810xDEV0.07
$0.48Cost per 1M$3.21
31.36Efficiency0.38
121:1:0.34Op Ratio1:1:0.31
9174.9MTotal651075.0M
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