Science & Research tools

50 tools filed under Science & Research, in 7 categories. Open a profile for verified pricing, features and alternatives.

Bioinformatics platforms

Tool Pricing model Free tier Open source
Benchling Cloud R&D platform combining an electronic lab notebook with molecular biology sequence design and data management. Quote only No No
Bioconductor Open-source repository of R packages for the analysis and comprehension of high-throughput genomic data. Open source + paid Yes Yes
DNAnexus Cloud genomics platform for secure, large-scale storage, analysis and collaboration on multi-omics data. Quote only No No
Galaxy Open-source, web-based platform for building and sharing reproducible bioinformatics workflows without programming. Open source + paid Yes Yes
LatchBio Cloud platform for building and running bioinformatics workflows with a no-code interface and pay-as-you-go compute. Usage-based No No
Partek Licensed software for statistical analysis and interactive visualization of genomic, single-cell and spatial data. Quote only No No
QIAGEN CLC Genomics Workbench Desktop software for NGS analysis, from raw reads to variant calling and reporting, aimed at bench scientists. Quote only No No
Velsera Seven Bridges Cloud genomics analysis platform for multi-omics pipelines, now part of Velsera's precision-medicine suite. Quote only No No

Digital humanities & text mining

Tool Pricing model Free tier Open source
AntConc Free standalone corpus analysis toolkit for concordancing, collocation and word-frequency analysis, widely used in corpus linguistics. Free Yes No
Gephi Free open-source desktop tool for visualizing and analyzing networks and graphs, widely used in digital humanities and social network research. Open source + paid Yes Yes
nodegoat Web-based research environment for modeling historical and humanities data as objects, relations, time and place. Quote only No No
Omeka Open-source web publishing platform for digital collections and exhibits, free to self-host or available as a paid hosted service. Free tier + paid Yes Yes
Transkribus AI handwritten and printed text recognition platform for transcribing historical documents, run by a European research cooperative. Free tier + paid Yes No
Tropy Free desktop tool for organizing, tagging and annotating research photos, built for archival and historical research. Open source + paid Yes Yes
Voyant Tools Free browser-based text analysis toolset for exploring word frequency, patterns and trends in a corpus, no coding required. Open source + paid Yes Yes

Earth & space data platforms

Tool Pricing model Free tier Open source
Astropy Open-source Python library providing core tools astronomers use for data analysis, coordinates, units and file formats. Open source + paid Yes Yes
Copernicus Data Space Ecosystem Free EU platform for the full Copernicus Sentinel satellite archive, with imagery down to 10m resolution and daily revisit. Free Yes No
NASA Earthdata NASA's free portal to its full Earth-observing satellite archive, spanning decades of imagery, climate and atmospheric data. Free Yes No
NOAA Open Data NOAA's free public archives of weather, climate, ocean and satellite data, from real-time feeds to century-scale climate records. Free Yes No
Sentinel Hub Cloud API for satellite imagery (Sentinel, Landsat, Planet and more) with on-the-fly processing, now owned by Planet Labs. Free tier + paid Yes No
USGS EarthExplorer USGS's free search and download portal for the Landsat archive and other US government aerial and satellite imagery. Free Yes No

Laboratory & R&D analytics

Tool Pricing model Free tier Open source
Dotmatics Enterprise scientific informatics platform combining ELN, LIMS, chemical registration and data analysis for R&D organizations. Quote only No No
LabArchives Cloud electronic lab notebook (ELN) for academic and corporate research, with add-on inventory and scheduling modules. Subscription Yes No
Labguru Cloud ELN and LIMS platform combining notebook, inventory and instrument data management for biotech and pharma labs. Quote only No No
Revvity Signals Enterprise scientific software suite (ELN, data analysis, inventory) spun out of PerkinElmer's life sciences business as Revvity. Quote only No No
Sapio Sciences Configurable no-code LIMS/ELN platform for biotech, pharma and diagnostics labs built on a shared data model. Quote only No No
SciNote Cloud or self-hosted electronic lab notebook with a genuinely usable free tier, plus compliance-focused industry plans. Free tier + paid Yes No

Physical sciences computing

Tool Pricing model Free tier Open source
Ansys Commercial engineering simulation suite covering structural, fluid, electromagnetic and semiconductor analysis, sold by quote. Quote only No No
COMSOL Multiphysics Commercial finite-element simulation suite modeling coupled physical phenomena like heat, structure, fluids and electromagnetics together. Quote only No No
GROMACS Open-source molecular dynamics package optimized for simulating proteins, lipids and other biomolecules at speed. Open source + paid Yes Yes
LAMMPS Open-source molecular dynamics simulator for materials, chemistry and soft-matter physics, developed at Sandia National Labs. Open source + paid Yes Yes
Materials Project Free DOE-funded database of computed properties for over 150,000 materials, searchable and accessible via API. Free Yes No
ROOT Open-source C++ data analysis framework built at CERN for processing and visualizing large particle-physics datasets. Open source + paid Yes Yes

Research impact & bibliometrics

Tool Pricing model Free tier Open source
Altmetric Tracks and scores online attention to research outputs from news, social media, policy documents and blogs. Quote only Yes No
Dimensions Linked research database connecting publications, grants, patents, clinical trials and policy documents in one graph. Free tier + paid Yes No
OpenAlex Free, fully open index of scholarly works, authors, venues and institutions, built as a successor to Microsoft Academic Graph. Free Yes Yes
SciVal Research analytics platform built on Scopus data for benchmarking institutions, researchers and topics. Quote only No No
Scopus Elsevier's abstract-and-citation database covering peer-reviewed literature across science, technology, medicine and social sciences. Quote only No No
Semantic Scholar Free AI-powered academic search engine with citation graphs, influence scoring and one-sentence paper summaries. Free Yes No
The Lens Free global platform linking scholarly literature with patent data for research, innovation and IP analysis. Free tier + paid Yes No
VOSviewer Free desktop tool for building and visualizing bibliometric networks such as co-citation and co-authorship maps. Free Yes No
Web of Science Selectively curated multidisciplinary citation index used for literature discovery and citation-based impact analysis. Quote only No No

Scientific computing & reproducibility

Tool Pricing model Free tier Open source
Binder Free service that turns a Git repository into an interactive, shareable Jupyter environment with one click. Free Yes Yes
conda Open-source package and environment manager that pins exact dependency versions for reproducible analysis. Open source + paid Yes Yes
Docker Container platform that packages code, dependencies and system libraries into a portable image for reproducible analysis. Subscription Yes No
JupyterHub Open-source multi-user server that spawns, manages and proxies individual Jupyter notebook sessions. Open source + paid Yes Yes
NumPy Foundational open-source Python library for fast, array-based numerical computing. Open source + paid Yes Yes
OSF Free, open-source platform for managing, preregistering and sharing research projects from planning through publication. Free Yes Yes
pandas Open-source Python library for labeled, tabular data manipulation and analysis, built on NumPy. Open source + paid Yes Yes
Zenodo Free, open-access repository for archiving and citing research datasets, software and publications with a DOI. Free Yes Yes