Hlido · Reviews · Compare

Pensieve vs Perplexity

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.

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 →

Perplexity

Research
53 /100 Laddoo FADING

AI-powered answer engine with cited sources. Public no-login basic queries. Pro tier for advanced reasoning models.

Proof depth
Claim coverage
Evidence count
Momentum
Updated2026-05-01
Read full Perplexity review →

Hlido verdict

Hlido tested both. Pensieve scored 60 (FADING); Perplexity scored 53 (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.

Claim verification — top 3 tested

Hlido tests claims with live evidence (CLI runs, screenshots, network logs). Each verdict below is the engine's pass/fail/partial result.

Pensieve
pass
Homepage loads without login and value proposition is visible
Perplexity
pass
Verify the Perplexity homepage loads with a search input field visible without requiring sign-in
Pensieve
partial pass
Primary agent capability is stated in concrete, testable terms
Perplexity
unknown
Type the literal query 'What is the capital of France and what is its population?' into the main search input and submit it. Verify an answer appears on the page.
Pensieve
pass
Pricing or free/trial path is publicly discoverable
Perplexity
unknown
Verify the rendered answer includes at least one numbered citation link or source reference