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
BoringARCH+ · #43810Υ Yield
  • Υ Yield · leads 28× · 10
  • Cost · cost leader · $0.43/1M
  • Leverage · deep reuse · 58×
  • Efficacy · strong · 14.63
  • Scale · heavyweight · 8769767.6K tok
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓BoringThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑BoringThe 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.
BoringDataThe Field
Raw
147.4MInput258885.9M
26.0MOutput79899.5M
8490.8MCache-read306174.3M
105.6MCache-write6115.2M
8769.8MTotal651075.0M
$0.43Cost$3.21
Metrics
10Υ Yield0
15.0%SNR23.6%
58×Leverage
0.18Velocity0.31
1.7610xDEV0.07
$0.43Cost per 1M$3.21
14.63Efficiency0.38
58:1:0.18Op Ratio1:1:0.31
8769.8MTotal651075.0M
⚔ Throw-DownsComing soonChallenge on X