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
Leo (Junha) JangTRANSMITTER · #191123Υ Yield◆ Leads 64
  • Leverage · closed loop · 196×
  • Υ Yield · leads 337× · 123
  • Cost · cost leader · $0.43/1M
  • Efficacy · strong · 50.23
  • Scale · heavyweight · 56330099.9K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Leo (Junha) JangThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Leo (Junha) JangThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMELeo (Junha) Ja…The FieldField avg-311662109155Field avg 28.5122.907-0507-13
Leo (Junha) JangDataThe Field
Raw
278.9MInput258885.9M
174.6MOutput79899.5M
54789.1MCache-read306174.3M
1087.5MCache-write6115.2M
56330.1MTotal651075.0M
$0.43Cost$3.21
Metrics
123Υ Yield0
38.5%SNR23.6%
196×Leverage
0.63Velocity0.31
2.2910xDEV0.07
$0.43Cost per 1M$3.21
50.23Efficiency0.38
196:1:0.63Op Ratio1:1:0.31
56330.1MTotal651075.0M
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