Wonders

The Blog · Musings on Academia

Research Tools for Graduate Students: A 2026 Toolkit

A toolkit for MA and PhD students, by job: reference managers, literature search, writing, notes and data analysis. Prices shown only where we checked them, Sept 2026.

Feb 5, 2026·By Joe Pacal, MSc
Research Tools for Graduate Students: A 2026 Toolkit

TL;DR

Most graduate researchers need tools for four jobs: managing references (Zotero is free and open source), finding literature (Google Scholar plus a tool such as Semantic Scholar, which is free, or Wonders, which is paid with a 14-day trial), writing (Writefull for language feedback, Overleaf or Google Docs for drafting), and keeping notes (Notion or Obsidian). Start with free tools and pay only when you hit a clear limit. Prices below were checked on each tool's own site on 21 September 2026; where a site did not show a price in US dollars, we do not quote one.

Graduate research is more than reading and thinking. You also have to find sources, keep track of them, write, and work with a supervisor. This guide sorts tools by the job they do. We make Wonders, one of the tools listed, and the recommendations are our opinion.

How we checked: on 21 September 2026 we opened each tool's own website. We quote a price only where the site showed one in US dollars. Several sites show prices in the visitor's local currency, and for those we link to the pricing page instead of guessing. Sources are listed at the end.

Reference management

A reference manager stores your sources, inserts citations and builds the bibliography. If you adopt one tool from this guide, make it this one.

Zotero is free and open source, developed by an independent nonprofit. Its site describes it as a tool to collect, organize, annotate, cite and share research. It works inside Word, LibreOffice and Google Docs, supports more than 9,000 citation styles, and has group libraries. Free with 300 MB of file storage; 2 GB is $20/year.

Mendeley is Elsevier's reference manager, with a Web Importer, PDF annotation and shared groups. Free with 2 GB of storage.

Paperpile is a web-based reference manager with Word and Google Docs plugins. There is no free plan. $4.15/month with the 50% academic discount (list price $8.30), billed annually; 30-day free trial.

EndNote is a paid reference manager. Some universities license it, so check whether yours does before you buy it.

ToolFree planCollaboration
ZoteroYesGroup libraries
MendeleyYesGroups
PaperpileNo, 30-day trialShared folders on the Expert plan

Literature discovery & search

Google Scholar is where many searches start. Google describes it as a simple way to search broadly for scholarly literature across disciplines and sources. Use it alongside your library's subject databases. Free.

Semantic Scholar is a free, AI-powered search engine for scientific literature, based at Ai2. Its home page counted more than 238 million papers when we checked. Free.

Connected Papers builds a visual graph of papers similar to one you start from. Free for 5 graphs a month; the Academic plan is $3/month billed annually ($36).

Elicit and Consensus answer a research question from the literature. Both have free plans with limits. Elicit's Academic pricing starts at $11/month billed annually, and Consensus Pro is $12/month billed annually.

Wonders is a guided workspace for a literature review. It suggests keywords, builds Boolean queries with you, searches OpenAlex and Semantic Scholar (320M+ scholarly works) plus Google Patents, and keeps your sources, highlights and draft together. It does not write your review for you, and it has no index of its own. No free plan. 14-day free trial, then $12/month billed yearly, or $6/month billed yearly for verified students.

ToolWhat it doesCost
Google ScholarBroad scholarly searchFree
Semantic ScholarAI-powered scholarly searchFree
Connected PapersGraph of related papersFree for 5 graphs/month; Academic $3/month billed annually
ElicitQuestion-driven search and extractionFree plan; Plus (Academic) $11/month billed annually
ConsensusCited answers from papersFree plan; Pro $12/month billed annually
WondersGuided literature review workspace14-day trial; $12/month billed yearly; students $6

For a longer comparison, see Best Literature Review Tools in 2026.

Writing support

Writefull gives language feedback for academic writing. Its site says it uses language models trained on millions of journal articles, and it works in Word and Overleaf. It also includes rewriting features such as a paraphraser and an abstract generator, so check your institution's policy before using those on assessed work. Free plan with a usage quota; Premium prices are shown in your local currency on its plans page.

Grammarly and ProWritingAid are general-purpose writing assistants. We did not verify their current plans, so check their sites.

Writing & collaboration platforms

Overleaf is an online LaTeX editor. It has a free plan and paid plans, including a student plan. Prices are shown in your local currency.

Google Docs suits fields where LaTeX is not standard. Comments and suggestions work well for supervisor feedback, and Zotero and Paperpile both work inside it. Free.

Scrivener is writing software made for long projects such as a dissertation or a book. It is a paid desktop app. See its site for the current price.

Knowledge management & note-taking

Notion combines notes, databases and project pages. It has a free plan for individuals.

Obsidian is a note-taking app that stores notes on your own device, with a graph view of how notes link and thousands of community plugins. Free; the optional Sync add-on is $4/month billed annually.

Logseq describes itself as a privacy-first, open-source knowledge base. Its code is published on GitHub under the AGPL-3.0 licence.

Data analysis & visualization

R is a free software environment for statistical computing and graphics.

Python with Jupyter: Project Jupyter describes its work as free software, open standards and web services for interactive computing. Its notebooks combine code, output and text.

Commercial tools such as Tableau, SPSS and Stata are standard in some disciplines. Check what your department licenses before you invest time in one.

Productivity & project management

A task manager (Trello, Asana and Todoist are common choices) helps break a thesis into milestones. A scheduling tool saves email back-and-forth when booking supervisor meetings. We have not compared these, so pick whichever your group already uses.

Building your toolkit by stage

Coursework and early research: start with free tools that build good habits: Zotero, Google Scholar and Semantic Scholar, a notes app, and Google Docs. Cost: $0.

Thesis or dissertation phase: add specialized tools as the need becomes clear: a literature review workspace such as Wonders or Elicit, Overleaf or Scrivener for the long document, and R or Python as your methods require. Add up the subscriptions you are considering before you commit, and check student discounts on AI research tools first.

Publishing regularly: keep what works, and ask your library which tools the institution already licenses.

Sources

Tool websites, all accessed 21 September 2026: Zotero and Zotero storage, Mendeley, Paperpile pricing, Google Scholar: About, Semantic Scholar, Connected Papers pricing, Elicit pricing, Consensus pricing, Writefull and Writefull plans, Overleaf plans, Scrivener, Notion pricing, Obsidian pricing, Logseq and its GitHub repository, R Project, Jupyter, Wonders pricing.

Frequently asked questions

What tools do PhD students actually use?

We have no survey data to cite, so treat this as our experience, not a statistic. The usual set is a reference manager such as Zotero or Mendeley, Google Scholar as a starting point for search, and a writing tool that fits the discipline: a LaTeX editor such as Overleaf where LaTeX is the norm, Word or Google Docs elsewhere. Ask people in your own department what they use, because shared tools make collaboration easier.

What are the best AI tools for researchers?

For discovery, Semantic Scholar is free, and Elicit and Consensus have free plans with limits. Wonders, which we make, is a guided literature review workspace with a 14-day free trial and no free plan. For writing, Writefull gives language feedback aimed at academic text. Whatever you choose, check your institution's AI policy, read the papers behind any AI summary, and be wary of tools that offer to write the paper for you.

What tools help with dissertation writing specifically?

Beyond a reference manager and an editor, consider software made for long documents, such as Scrivener, regular backups (cloud and local), version-control habits, and a milestone tracker. Many universities publish dissertation templates for Word or LaTeX. Use yours instead of building one from scratch.

Should I pay for research tools as a graduate student?

Start with free tools and upgrade only when you hit a real limit. Zotero, Google Scholar, Semantic Scholar and Google Docs cover the core needs at no cost. Consider a paid tool when it solves a specific problem, ask your library what the institution already licenses, and always ask about student discounts.

How do I organize my research effectively?

Use a reference manager as your single record of sources, and add every PDF to it when you download it. Settle on a tagging or folder system early, pick one notes tool and stick with it, and connect your tools where they allow it.

More from the blog

Using AI in a Literature Review: What University and Publisher Policies Actually Allow

Using AI in a Literature Review: What University and Publisher Policies Actually Allow

What Cambridge, Stanford, Toronto, Sydney, the Russell Group, Elsevier and the ICMJE say about generative AI, translated into a task-by-task guide for literature reviews, with disclosure statement templates and a record-keeping routine.

Elicit Student Discount & Other AI Research Tool Discounts

✦ WONDERSThe Rabbit Hole
Research guides
readwonders.com

Elicit Student Discount & Other AI Research Tool Discounts

Elicit has academic pricing but no student code. Consensus: up to 40% off. Paperguide: 30%. Wonders: 50%. Each price checked on the tool's own site, 21 Sept 2026.

How to Check Whether an AI-Generated Citation Is Real

How to Check Whether an AI-Generated Citation Is Real

Chatbots invent references that look authentic. A five-step verification routine using DOI lookup, Crossref, Google Scholar, library catalogues and the Retraction Watch database, with worked examples taken from the fabricated citations documented in Mata v. Avianca and from a published study of ChatGPT references.

Best Literature Review Tools in 2026 (AI & Traditional)

Best Literature Review Tools in 2026 (AI & Traditional)

Literature review tools compared by job: finding papers, managing references, reading and writing. Free tiers and prices checked on each tool's site, Sept 2026.

Best Elicit Alternatives in 2026: 6 Tools Compared

Best Elicit Alternatives in 2026: 6 Tools Compared

Elicit alternatives by use case: Wonders (guided workspace), Scite (citation checks), Consensus (quick answers), SciSpace (PDFs), Semantic Scholar (free).

National University Streamlines Literature Review with Wonders

National University Streamlines Literature Review with Wonders

How National University put Wonders in front of its doctoral cohort — speeding up topic discovery, raising citation quality, and easing supervision load, with students reporting nine hours saved each week.

Put it into practice.

Try these techniques in Wonders — an AI workspace for literature review. 14 days free. Students get 50% off.

Start free →