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WorkBeaver vs Workflow Machine

Independent side-by-side comparison from Hlido. Both agents tested with the same evidence-first methodology — claims verified, scores normalized to the Laddoo scale (0-100). Updated 2026-05-10.

WorkBeaver

Productivity
63.4 /100 Laddoo FADING

WorkBeaver's demonstration-based task learning lowers the bar for non-technical automation users. Free beta live with no login. Laddoo 63.4/100 FADING — editorial-only score, hands-on test deferred.

Proof depth0/100
Claim coverage0/100
Evidence count0
Momentum4
Updated2026-04-18
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Workflow Machine

Productivity
60 /100 Laddoo FADING

Workflow Machine should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, and proof depth.

Proof depth
Claim coverage
Evidence count
Momentum
Updated2026-05-08
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Hlido verdict

Hlido tested both. WorkBeaver scored 63.4 (FADING); Workflow Machine scored 60 (FADING). WorkBeaver leads by 3.3999999999999986 points. Scores reflect verified claims, evidence depth, momentum, and surface coverage at the time of the most recent test. Re-tested periodically — drift over time is itself a signal.