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
YONGJAE LEE (이용재)ARCH+ · #32924Υ Yield◆ Leads 64
  • Υ Yield · leads 66× · 24
  • Cost · cost leader · $0.48/1M
  • Leverage · deep reuse · 75×
  • Efficacy · strong · 19.44
  • Scale · heavyweight · 93685667.3K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓YONGJAE LEE (이용재)The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑YONGJAE LEE (이용재)The Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMEYONGJAE LEE (이…The FieldField avg-65152636Field avg 28.524.307-0507-13
YONGJAE LEE (이용재)DataThe Field
Raw
1189.6MInput258885.9M
382.4MOutput79899.5M
89749.3MCache-read306174.3M
2364.4MCache-write6115.2M
93685.7MTotal651075.0M
$0.48Cost$3.21
Metrics
24Υ Yield0
24.3%SNR23.6%
75×Leverage
0.32Velocity0.31
1.8810xDEV0.07
$0.48Cost per 1M$3.21
19.44Efficiency0.38
75:1:0.32Op Ratio1:1:0.31
93685.7MTotal651075.0M
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