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
Muhammad Fakhar E AlamARCH+ · #27147Υ Yield◆ Leads 64
  • Υ Yield · leads 128× · 47
  • Cost · cost leader · $0.51/1M
  • Leverage · deep reuse · 85×
  • Efficacy · strong · 21.94
  • Scale · heavyweight · 16540021.5K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Muhammad Fakhar E AlamThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Muhammad Fakhar E AlamThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Υ YIELD · OVERTIMEMuhammad Fakha…The FieldField avg-126244260Field avg 28.546.607-0507-13
Muhammad Fakhar E AlamDataThe Field
Raw
186.3MInput258885.9M
102.4MOutput79899.5M
15809.5MCache-read306174.3M
441.8MCache-write6115.2M
16540.0MTotal651075.0M
$0.51Cost$3.21
Metrics
47Υ Yield0
35.5%SNR23.6%
85×Leverage
0.55Velocity0.31
1.9310xDEV0.07
$0.51Cost per 1M$3.21
21.94Efficiency0.38
85:1:0.55Op Ratio1:1:0.31
16540.0MTotal651075.0M
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