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
eunryongARCH+ · #30632Υ Yield◆ Leads 64
  • Υ Yield · leads 87× · 32
  • Cost · cost leader · $0.50/1M
  • Leverage · deep reuse · 92×
  • Efficacy · strong · 23.89
  • Scale · heavyweight · 2626583.0K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓eunryongThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑eunryongThe 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.
eunryongDataThe Field
Raw
27.2MInput258885.9M
9.4MOutput79899.5M
2500.9MCache-read306174.3M
89.1MCache-write6115.2M
2626.6MTotal651075.0M
$0.50Cost$3.21
Metrics
32Υ Yield0
25.7%SNR23.6%
92×Leverage
0.35Velocity0.31
1.9610xDEV0.07
$0.50Cost per 1M$3.21
23.89Efficiency0.38
92:1:0.35Op Ratio1:1:0.31
2626.6MTotal651075.0M
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