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
Jonathan DeLaigleARCH · #4669Υ Yield
  • Υ Yield · leads 24× · 9
  • Cost · cost leader · $0.64/1M
  • Leverage · deep reuse · 38×
  • Efficacy · strong · 10.28
  • Scale · heavyweight · 2095520.5K tok
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Jonathan DeLaigleThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Jonathan DeLaigleThe 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.
Jonathan DeLaigleDataThe Field
Raw
49.8MInput258885.9M
11.1MOutput79899.5M
1914.6MCache-read306174.3M
120.1MCache-write6115.2M
2095.5MTotal651075.0M
$0.64Cost$3.21
Metrics
9Υ Yield0
18.3%SNR23.6%
38×Leverage
0.22Velocity0.31
1.5910xDEV0.07
$0.64Cost per 1M$3.21
10.28Efficiency0.38
38:1:0.22Op Ratio1:1:0.31
2095.5MTotal651075.0M
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