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
facecodeARCH+ · #27742Υ Yield◆ Leads 64
  • Υ Yield · leads 114× · 42
  • Cost · cost leader · $0.58/1M
  • Leverage · deep reuse · 77×
  • Efficacy · strong · 20.35
  • Regime · archival sponge
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓facecodeThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑facecodeThe 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.
facecodeDataThe Field
Raw
10.1MInput258885.9M
5.4MOutput79899.5M
778.7MCache-read306174.3M
36.2MCache-write6115.2M
830.4MTotal651075.0M
$0.58Cost$3.21
Metrics
42Υ Yield0
35.0%SNR23.6%
77×Leverage
0.54Velocity0.31
1.8910xDEV0.07
$0.58Cost per 1M$3.21
20.35Efficiency0.38
77:1:0.54Op Ratio1:1:0.31
830.4MTotal651075.0M
⚔ Throw-DownsComing soonChallenge on X