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
Quang LinhARCH+ · #21686Υ Yield◆ Leads 64
  • Leverage · closed loop · 108×
  • Υ Yield · leads 237× · 86
  • Cost · cost leader · $0.57/1M
  • Efficacy · strong · 28.28
  • Scale · heavyweight · 2362366.8K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Quang LinhThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Quang LinhThe 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.
Quang LinhDataThe Field
Raw
20.7MInput258885.9M
16.6MOutput79899.5M
2228.4MCache-read306174.3M
96.6MCache-write6115.2M
2362.4MTotal651075.0M
$0.57Cost$3.21
Metrics
86Υ Yield0
44.5%SNR23.6%
108×Leverage
0.80Velocity0.31
2.0310xDEV0.07
$0.57Cost per 1M$3.21
28.28Efficiency0.38
108:1:0.80Op Ratio1:1:0.31
2362.4MTotal651075.0M
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