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Hebbia vs Kagi

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.

Hebbia

Research
78 /100 Laddoo STEADY

Public-surface review of Hebbia

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

Kagi

Research
78 /100 Laddoo STEADY

Public-surface review of Kagi

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

Hlido verdict

Hlido tested both. Hebbia scored 78 (STEADY); Kagi scored 78 (STEADY). tied. 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.

Hebbia
pass
Homepage publicly accessible and value proposition clearly stated
Kagi
pass
Homepage publicly accessible and value proposition clearly stated
Hebbia
pass
Pricing page discoverable in 2 clicks from homepage
Kagi
pass
Pricing page discoverable in 2 clicks from homepage
Hebbia
unknown
Documentation or live demo accessible without login
Kagi
pass
Documentation or live demo accessible without login