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Consensus

Consensus · Literature discovery & review

AI search engine over peer-reviewed literature that synthesizes answers, shows a Consensus Meter for yes/no questions and summarizes studies

ProprietaryFreemiumPaidNov 2, 2026

Crossref

Crossref · Research dissemination

Membership organization that registers DOIs for scholarly content and exposes the metadata through a free public REST API, content negotiation and the paid Metadata Plus service

ProprietaryFreePaidNov 2, 2026

Elicit

Elicit · Literature discovery & review

AI research assistant that finds papers, extracts structured data from them into tables and runs systematic-review style workflows and reports

ProprietaryFreemiumPaidNov 2, 2026

Hugging Face Hub

Hugging Face · Training & fine-tuning

In-depth entry

Hosting platform for open models, datasets and Spaces demo apps built on git repositories and Xet storage, with Inference Providers, Endpoints, Jobs and an open-source Python client and CLI

MixedFreemiumPaidLocalNov 2, 2026

MATLAB

MathWorks · Mathematical & statistical computing

MathWorks' commercial numeric computing environment and language for engineers and scientists, with toolboxes, Simulink integration, apps and MATLAB Online

ProprietaryPaidAcademicLocalNov 2, 2026

ORCID

ORCID, Inc. · Research dissemination

Non-profit registry of persistent researcher identifiers (ORCID iDs) with user-controlled records, Public and Member APIs, OAuth sign-in and an annual CC0 public data file

Open sourceFreeEnterpriseNov 2, 2026

Overleaf

Overleaf (Digital Science) · LaTeX & typesetting

In-depth entry

Collaborative online LaTeX editor with real-time co-editing, templates and reference-manager sync, available as a hosted service and an AGPL self-hosted edition

AGPL-3.0-onlyFreemiumPaidSelf-hostedNov 2, 2026

Paperpile

Paperpile LLC · Citation management

Subscription reference manager that lives in the browser and Google Drive, with citation plugins for Google Docs and Word and mobile apps

ProprietaryPaidAcademicNov 2, 2026

QuantConnect

QuantConnect Corporation · Financial analysis & investing

In-depth entry

Algorithmic trading platform built on the open-source LEAN engine, with cloud backtesting, research notebooks and brokerage-connected live trading

Apache-2.0FreemiumPaidLocalNov 2, 2026

ResearchRabbit

ResearchRabbit (Litmap Limited) · Literature discovery & review

Literature-discovery app that grows collections of papers through citation and author networks and recommends related work, with a free-forever tier

ProprietaryFreemiumPaidNov 2, 2026

scite

Scite LLC (Research Solutions) · Literature discovery & review

Citation-analysis platform whose Smart Citations show whether later papers support, contrast or merely mention a claim, with an AI assistant and reference checking

ProprietaryFreemiumPaidNov 2, 2026

SSRN

Elsevier · Research dissemination

Elsevier-owned preprint and working-paper platform with discipline networks, author pages, download rankings and institutional research paper series, free to post and read

ProprietaryFreeEnterpriseNov 2, 2026

Typst

Typst GmbH · LaTeX & typesetting

In-depth entry

Markup-based typesetting system with an Apache-2.0 compiler written in Rust and a collaborative web app, positioned as a faster, simpler alternative to LaTeX

Apache-2.0FreeOpen sourceLocalSelf-hostedNov 2, 2026

Wharton Research Data Services (WRDS)

The Wharton School, University of Pennsylvania · Market & fundamentals data

In-depth entry

Institution-subscribed research data platform from Wharton hosting CRSP, Compustat, TAQ, OptionMetrics and dozens of other vendors' databases with web queries, SQL, SAS, Python and R access

ProprietaryEnterpriseAcademicNov 2, 2026

Wolfram Mathematica

Wolfram Research · Mathematical & statistical computing

Wolfram Research's proprietary technical computing system built on the Wolfram Language, with notebooks, symbolic and numeric computation, visualization, machine learning and curated data

ProprietaryPaidAcademicLocalNov 2, 2026

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