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
Nicolas SandovalARCH+ · #28738Υ Yield◆ Leads 64
  • Υ Yield · leads 105× · 38
  • Cost · cost leader · $0.51/1M
  • Leverage · deep reuse · 80×
  • Efficacy · strong · 20.68
  • Scale · heavyweight · 1768212.3K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓Nicolas SandovalThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑Nicolas SandovalThe 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.
Nicolas SandovalDataThe Field
Raw
21.1MInput258885.9M
10.1MOutput79899.5M
1688.6MCache-read306174.3M
48.4MCache-write6115.2M
1768.2MTotal651075.0M
$0.51Cost$3.21
Metrics
38Υ Yield0
32.3%SNR23.6%
80×Leverage
0.48Velocity0.31
1.9010xDEV0.07
$0.51Cost per 1M$3.21
20.68Efficiency0.38
80:1:0.48Op Ratio1:1:0.31
1768.2MTotal651075.0M
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