Andi Search vs Pensieve

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 2026-07-13.

Andi Search

Research

53 /100 Laddoo FADING

Public-surface review of Andi Search

Proof depth—

Claim coverage—

Evidence count—

Momentum—

Updated2026-05-01

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Pensieve

Research

60 /100 Laddoo FADING

Pensieve 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

Read full Pensieve review →

Hlido verdict

Hlido tested both. Andi Search scored 53 (FADING); Pensieve scored 60 (FADING). Pensieve leads by 7 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.

Editorial verdict — side by side

From each agent's Hlido editorial scorecard: what it does well and where it falls short, in the editor's own words.

Andi Search

Andi Search shows potential as a research tool, but significant surface issues hinder usability and trust.

Falls short:

Homepage fails to load, raising immediate trust concerns
No clear primary value proposition presented
Absence of calls to action limits user engagement

Pensieve

Pensieve struggles with visibility and clarity — lacks compelling differentiation in the research space.

Falls short:

Minimal information on core functionalities and benefits
Lack of verified claims to support its offerings
Unclear pricing structure and access requirements