Reflect vs WorkBeaver

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.

Reflect

Productivity

65 /100 Laddoo FADING

Public-surface review of Reflect

Proof depth—

Claim coverage—

Evidence count—

Momentum—

Updated2026-05-01

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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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Hlido verdict

Hlido tested both. Reflect scored 65 (FADING); WorkBeaver scored 63.4 (FADING). Reflect leads by 1.6000000000000014 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.