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
JOJOARCH+ · #31728Υ Yield◆ Leads 64
  • Υ Yield · leads 76× · 28
  • Cost · cost leader · $0.53/1M
  • Leverage · deep reuse · 77×
  • Efficacy · strong · 20.18
  • Regime · archival sponge
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓JOJOThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑JOJOThe 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.
JOJODataThe Field
Raw
7.3MInput258885.9M
2.6MOutput79899.5M
566.4MCache-read306174.3M
22.9MCache-write6115.2M
599.3MTotal651075.0M
$0.53Cost$3.21
Metrics
28Υ Yield0
26.4%SNR23.6%
77×Leverage
0.36Velocity0.31
1.8910xDEV0.07
$0.53Cost per 1M$3.21
20.18Efficiency0.38
77:1:0.36Op Ratio1:1:0.31
599.3MTotal651075.0M
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