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
Minhyeok ParkARCH · #44510Υ Yield
  • Υ Yield · leads 27× · 10
  • Cost · cost leader · $0.51/1M
  • Leverage · deep reuse · 38×
  • Efficacy · strong · 9.59
  • Regime · archival sponge
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Minhyeok ParkThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Minhyeok ParkThe 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.
Minhyeok ParkDataThe Field
Raw
7.3MInput258885.9M
1.9MOutput79899.5M
275.9MCache-read306174.3M
3.5MCache-write6115.2M
288.6MTotal651075.0M
$0.51Cost$3.21
Metrics
10Υ Yield0
20.8%SNR23.6%
38×Leverage
0.26Velocity0.31
1.5810xDEV0.07
$0.51Cost per 1M$3.21
9.59Efficiency0.38
38:1:0.26Op Ratio1:1:0.31
288.6MTotal651075.0M
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