Galio Research vs Elicit
Elicit is the best-known AI research assistant: it searches 138M+ papers, screens systematic reviews, and extracts data with sentence-level citations. It is also priced like enterprise software ($49 per user per month billed annually) and is not a reference manager at all: no PDF reader for your own reading, no annotation manager, no citing into your manuscript. If you need the library your AI workflow should stand on, Galio Research is that home.
Elicit is genuinely impressive at evidence synthesis: research reports, systematic-review screening up to 5,000 papers, extraction tables, and sentence-level citations, backed by published accuracy evaluations. It is also $49/user/month on Pro (billed annually), and it does not manage your library: no PDF reading, no annotation manager, no annotated bibliography, no citing as you write. Galio Research is a full reference manager with AI grounded in your own highlights: PDFs on your Google Drive, a searchable annotation manager, an integrated annotated bibliography, and 10,000+ citation styles, from $4/month after a 3-day free trial. Synthesis engine? Elicit. Library and writing workflow? Galio. Serious teams often run both.
These are the most common reasons Elicit users start searching for something new, and where Galio Research takes a different approach.
Pro is $49 per user per month billed annually: $588/year. For managing your own library and writing, that buys machinery most individuals never exercise.
No PDF reader built around your own reading, no annotation manager, no annotated bibliography, no citing into Word or Docs. Elicit finds evidence; it does not hold your library.
Unlimited search and summaries are genuinely free, but the agent, reports, and systematic-review machinery sit behind Pro. Hitting those walls mid-project is a common frustration.
The advertised price assumes a year up front. There is no cheap monthly path for a three-month thesis sprint.
Extraction tables and reports are ends in themselves: there is no path from them into formatted citations and a bibliography inside a writing workflow.
Elicit is unusually transparent about accuracy, which is to its credit, but screened and extracted data still passes through a model before it reaches your paper.
| Feature | Galio Research | Elicit |
|---|---|---|
| Price | Free 3-day trial · Basic $4/mo · Plus $9/mo | Free tier; Pro $49/user/mo billed annually; Scale $169/mo |
| What it is | A full reference manager with AI features | An AI research assistant for evidence synthesis |
| PDF storage | Your own Google Drive, your plan's capacity | Sources in its cloud library; custom uploads on paid tiers |
| Built-in PDF reader | ||
| Central annotation manager | Every highlight tagged and searchable in one place | |
| Natural-language annotation search | Smart Annotation Search (Plus), over your own highlights | AI search over its paper corpus instead |
| AI paraphrasing | (Plus) + manual paraphrasing (Basic) | |
| Integrated annotated bibliography | Written next to each reference, no spreadsheet | |
| Evidence table | Custom columns per project, filled in next to your papers, autosaved | AI data extraction across papers |
| Citation styles | 10,000+ styles, no style editing needed | |
| Cite while you write | Formatted citations generated in-app, ready to paste | |
| Literature discovery | Browser extension to capture papers you find | Search over 138M+ papers |
| Systematic review screening | Up to 5,000 papers on Pro | |
| Mobile | Web app in any mobile browser | Web in a mobile browser |
We are a small team shipping improvements constantly. The gaps in the Galio column are exactly the kind of things we are working to close as the product grows.
PDFs on your own Google Drive, folders, tags, projects, and one paper in many projects without duplicates. The durable home your synthesis work should stand on.
A built-in PDF reader and a central annotation manager for your own highlights. Elicit summarizes papers; it never asks you to read them.
Smart Annotation Search understands natural language: "What did I highlight about effect sizes?" finds the exact annotation across your whole library.
Write how each paper relates to your work right next to the reference, then paraphrase it, manually or with AI, into manuscript-ready text.
Formatted citations in 10,000+ styles, generated from the verified references in your library, ready to paste into your manuscript.
$4/month Basic and $9/month Plus, billed monthly, every core feature on every tier. Not $588 a year for capabilities built for screening thousands of papers.
Add your own columns and summarize papers side by side inside Galio, with every cell autosaved next to your papers, instead of a spreadsheet that drifts out of sync with your library.
We would rather be honest than salesy. These are real Elicit strengths:
Evidence synthesis at scale. Research reports, automated screening, and data extraction across thousands of papers with sentence-level citations. Galio does not attempt this.
Unusual transparency. Published accuracy evaluations, source visibility for every claim, and explanations for AI-generated answers. More rigor than almost any AI tool in the space.
A genuinely useful free tier. Unlimited search across 138M+ papers and unlimited summaries cost nothing. As a discovery engine, free Elicit is hard to beat.
Built for teams and pipelines. Shared multiplayer workspaces, an API and MCP server, and enterprise controls for organizations running research at scale.
We are always working towards helping researchers: deeper word-processor integration and offline access are the two gaps we hear about most, and there is a real possibility they get solved as Galio grows. Check back.
Many researchers will keep both: Elicit for synthesis, Galio as the library of record. If you are consolidating, here is the path:
Export your Elicit library (it supports BibTeX-friendly exports, and it imports from Zotero, so round-tripping works). It is your metadata backup: you may not need it, but you will sleep better.
Collect the source PDFs for the papers that matter, so your evidence lives with you and not only inside reports.
Upload your PDFs to Galio Research and connect your Google Drive for storage. New papers you find online import in one click with the browser extension.
Turn Elicit's extraction insights into annotations: write what each paper contributes in the annotated bibliography, where it feeds your writing instead of a table.
Keep Elicit's free tier for discovery. Free search and summaries pair well with Galio as the library where reading and writing happen.
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