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
GrabARCH+ · #32625Υ Yield
  • Leverage · closed loop · 207×
  • Υ Yield · leads 69× · 25
  • Cost · cost leader · $0.51/1M
  • Efficacy · strong · 54.85
  • Scale · heavyweight · 5191604.5K tok
VS46
The FieldIGNITER · #12210.37Υ Yield◆ Leads 64
  • Υ Yield · trails · 0
  • Scale · heavyweight · 651074953.4K tok
  • Regime · transient
  • Leverage · light reuse · 1×
Raw shapeInput ↑Output ↑CR ↑CW ↑Total ↑Cost ↓GrabThe Field↑ higher is better · ↓ lower is better (cost) — both reach outward when good
Metric shapeΥ Yield ↑Leverage ↑SNR ↑Velocity ↑10xDEV ↑Efficacy ↑$/1M ↓Op Ratio ↑GrabThe 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.
GrabDataThe Field
Raw
23.6MInput258885.9M
2.9MOutput79899.5M
4885.6MCache-read306174.3M
279.6MCache-write6115.2M
5191.6MTotal651075.0M
$0.51Cost$3.21
Metrics
25Υ Yield0
10.9%SNR23.6%
207×Leverage
0.12Velocity0.31
2.3210xDEV0.07
$0.51Cost per 1M$3.21
54.85Efficiency0.38
207:1:0.12Op Ratio1:1:0.31
5191.6MTotal651075.0M
⚔ Throw-DownsComing soonChallenge on X