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
byasbARCH+ · #34221Υ Yield◆ Leads 64
  • Υ Yield · leads 58× · 21
  • Cost · cost leader · $0.55/1M
  • Leverage · deep reuse · 55×
  • Efficacy · strong · 14.43
  • Scale · heavyweight · 2984611.0K tok
VS64
The FieldIGNITER · #12210.37Υ Yield
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓byasbThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑byasbThe 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.
byasbDataThe Field
Raw
50.8MInput258885.9M
19.3MOutput79899.5M
2818.2MCache-read306174.3M
96.3MCache-write6115.2M
2984.6MTotal651075.0M
$0.55Cost$3.21
Metrics
21Υ Yield0
27.5%SNR23.6%
55×Leverage
0.38Velocity0.31
1.7410xDEV0.07
$0.55Cost per 1M$3.21
14.43Efficiency0.38
55:1:0.38Op Ratio1:1:0.31
2984.6MTotal651075.0M
⚔ Throw-DownsComing soonChallenge on X