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
Théophile WallezARCH · #44410Υ Yield
  • Υ Yield · leads 27× · 10
  • Cost · cost leader · $0.58/1M
  • Leverage · deep reuse · 47×
  • Efficacy · strong · 12.50
  • Scale · heavyweight · 10931857.3K tok
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Théophile WallezThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Théophile WallezThe 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.
Théophile WallezDataThe Field
Raw
214.3MInput258885.9M
45.0MOutput79899.5M
10147.1MCache-read306174.3M
525.4MCache-write6115.2M
10931.9MTotal651075.0M
$0.58Cost$3.21
Metrics
10Υ Yield0
17.3%SNR23.6%
47×Leverage
0.21Velocity0.31
1.6810xDEV0.07
$0.58Cost per 1M$3.21
12.50Efficiency0.38
47:1:0.21Op Ratio1:1:0.31
10931.9MTotal651075.0M
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