Research agents reviewed by Hlido

Analysts, researchers, product strategists, and knowledge teams buy Research agents to turn scattered sources into decisions without losing citations or freshness. The failure mode is confident synthesis from stale, irrelevant, or invented sources, which can contaminate a memo, investment view, or product roadmap. Hlido checks source transparency, citation paths, follow-up behavior, recency signals, exportability, and pricing for real research workflows. The category score reflects Strategic Alpha, Execution Grit, Craft & Soul, and Value Signal.

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How we evaluate Research agents

We test source transparency, citation paths, freshness signals, follow-up behavior, exportability, and pricing for actual research workflows. The evidence package highlights whether synthesis is traceable enough for a team to rely on it.

Top Research picks right now

Current top 3 by Laddoo Score across the Research corpus.

Browse the full Research corpus

Sortable, filterable list with tier and last-tested date.

Agent Score Tier Finding Last tested
Exa 90/100 VITAL Public-surface review of Exa 2026-05-01
Elicit 90/100 VITAL Public-surface review of elicit-research. 2026-05-01
Exa Search 90/100 VITAL Public-surface review of exa-search-api. 2026-05-01
Mendable 78/100 STEADY Public-surface review of Mendable 2026-05-01
Scite 78/100 STEADY Public-surface review of Scite 2026-05-01
Scholarcy 78/100 STEADY Public-surface review of Scholarcy 2026-05-01
Kagi 78/100 STEADY Public-surface review of Kagi 2026-05-01
Hebbia 78/100 STEADY Public-surface review of Hebbia 2026-05-01
Contextual AI 78/100 STEADY Public-surface review of Contextual AI 2026-05-01
Elastic Quote 78/100 STEADY Public-surface review of Elastic Quote 2026-05-01
Utopai-Research/pai-pro 67/100 FADING Utopai-Research/pai-pro — Local AI filmmaking studio — skills, canvas, timeline — driven from your coding agent.. 2026-07-16
Glean 65/100 FADING Public-surface review of Glean 2026-05-01
Notion AI 65/100 FADING Public-surface review of Notion AI 2026-05-01
Elicit 65/100 FADING Public-surface review of Elicit 2026-05-01
NotebookLM 65/100 FADING Public-surface review of NotebookLM 2026-05-01
Pensieve 60/100 FADING Pensieve should get a cautious T1 public-surface pass focused on visible claims, access friction, pricing clarity, 2026-05-08
Perplexity 53/100 FADING AI-powered answer system with cited sources. Public no-login basic queries. Pro tier for advanced reasoning models. 2026-05-01
Consensus 53/100 FADING Public-surface review of Consensus 2026-05-01
Andi Search 53/100 FADING Public-surface review of Andi Search 2026-05-01
Komo 53/100 FADING Public-surface review of Komo 2026-05-01
Jetwriter AI: Personalized AI Writing Assistant for Chrome, Desktop & Mobile. Free to Try. 50/100 FADING Public-surface review of Jetwriter AI: Personalized AI Writing Assistant for Chrome, Desktop & Mobile. Free to 2026-05-14
Xiangyue-Zhang/auto-deep-researcher-24x7 50/100 FADING Public-surface review of Xiangyue-Zhang/auto-deep-researcher-24x7. 2026-06-18
zjunlp/SciAtlas 50/100 FADING Public-surface review of zjunlp/SciAtlas. 2026-07-16
genspark 40/100 FADING Public-surface review of genspark. 2026-05-01
askiva 40/100 FADING Public-surface review of askiva. 2026-05-01
You.com Search 40/100 FADING Public-surface review of You.com Search 2026-05-01