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
Snæbjörn Valur LilliendahlARCH+ · #21588Υ Yield◆ Leads 64
  • Leverage · closed loop · 169×
  • Υ Yield · leads 241× · 88
  • Cost · cost leader · $0.53/1M
  • Efficacy · strong · 44.59
  • Scale · heavyweight · 3223573.6K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Snæbjörn Valur LilliendahlThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Snæbjörn Valur LilliendahlThe 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.
Snæbjörn Valur LilliendahlDataThe Field
Raw
18.0MInput258885.9M
9.4MOutput79899.5M
3036.9MCache-read306174.3M
159.4MCache-write6115.2M
3223.6MTotal651075.0M
$0.53Cost$3.21
Metrics
88Υ Yield0
34.3%SNR23.6%
169×Leverage
0.52Velocity0.31
2.2310xDEV0.07
$0.53Cost per 1M$3.21
44.59Efficiency0.38
169:1:0.52Op Ratio1:1:0.31
3223.6MTotal651075.0M
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