Awesome Psychology Tasks / measurement map

Platforms

Where to build it, and where to find it

The tooling layer, kept deliberately plain: what each platform is, whether it runs online, how it handles timing, and what it costs. Then the large collections this catalog indexes.

Open source

PlatformDescriptionTechOnlineStatusTimingPricing
jsPsychPlugin-based JavaScript framework for browser-based behavioral experiments.JavaScriptYes (native)activeBrowserFree
PsychoPyFull-featured experiment builder with graphical Builder and Python Coder views. Exports to JS via PsychoJS.Python; JS (PsychoJS)Via PavloviaactiveLab (desktop) / Browser (online)Free
lab.jsDrag-and-drop visual experiment builder that runs in the browser. Exports to JATOS, Open Lab, Pavlovia.JavaScriptYes (native)activeBrowserFree
OpenSesameGraphical experiment builder with Python inline scripting. Online via OSWeb + JATOS.Python; JS (OSWeb)Partial (OSWeb)activeGood (desktop) / Browser (online)Free
oTreeFramework for interactive/multiplayer experiments, strong in game theory and economics.Python (Django); JSYesactiveBrowserFree
EmpiricaPlatform for real-time multiplayer behavioral experiments.JavaScript (React)YesactiveBrowserFree
TaskBeaconCommunity-driven platform for sharing and standardizing psychological paradigms. AI-assisted experiment generation.Python (PsychoPy); TypeScript (jsPsych)Yes (psyflow-web)activeBrowser / LabFree
psychTestRR package for behavioral experiment interfaces, strong in adaptive testing.R (Shiny)Yes (Shiny)maintainedBrowserFree
PEBLCross-platform experiment building language with a 100+ test battery included. Now supports WebAssembly.Custom language (SDL)Partial (WASM)maintainedGood (desktop)Free
PushkinPlatform for large-scale citizen-science online psychology experiments.JS (React/Node); DockerYesmaintainedBrowserFree
Tatool WebFramework for cognitive training and experimental tasks with a built-in task library.JavaScript (AngularJS)YesmaintainedBrowserFree
CollectorWeb-based experiment platform using spreadsheet-like trial definitions.PHP, JS, MySQLYeslegacyBrowserFree

Commercial / freemium

PlatformDescriptionTechOnlineStatusTimingPricing
GorillaCloud-based drag-and-drop experiment builder with participant recruitment integration.Web GUI; JS/HTML/CSSYesactiveBrowserFree to build; ~£1/participant (token system)
PavloviaHosting platform integrated with PsychoPy. Supports PsychoJS, jsPsych, and lab.js experiments.Web platform; JSYesactiveBrowser~€1/participant (credit system) or ~£1,800/yr institutional
Inquisit (Millisecond)Precise psychological measurement software (v7) with a 900+ test library. Desktop and web versions.Proprietary scriptingYes (Inquisit Web)activeLab (desktop) / Browser (web)License (quote-based, academic pricing available)
E-PrimeWidely used in lab-based cognitive/neuro research. Precise timing, EEG/fMRI integration.E-Basic (VB-like)Limited (E-Prime Go)activeLab (desktop)License ~$1,000+
PsyToolkitFree toolkit for online experiments and surveys with a built-in experiment library.Custom scriptingYesactiveBrowserFree
TestableWeb-based experiment platform with a graphical editor and template library.Web GUI; JSYesactiveBrowserFree tier; $299–699/yr academic
FindingFiveCloud platform using a grammar-based study design approach. Nonprofit (501(c)(3)).JSON-like grammarYesactiveBrowserFree to build; $0.75/participant
LabvancedNo-code experiment builder with 600+ templates. Supports webcam eye-tracking.Web GUI (proprietary)YesactiveBrowserFree tier; $69–299/mo paid
Cognition.runHosting platform for jsPsych experiments with automatic data collection and AI experiment generation.Hosts jsPsych / JSYesmaintainedBrowserFreemium

Survey & clinical tools

PlatformDescriptionOnlinePricing
QualtricsSurvey platform widely used for questionnaire-embedded RT tasks and branching logic in psychology.YesInstitutional license
REDCapSecure web application for building and managing online surveys and databases, common in clinical psychology research.YesFree (institutional)
NIH ToolboxValidated neurobehavioral assessment battery (7 cognition tests). Administered via iPad app. Ages 3–85.iPad appLicense fee

Hosting & backend services

ServiceDescriptionHosts experiments from
JATOSOpen-source server for managing and running online experiments.jsPsych, lab.js, OSWeb, PsychoJS, any HTML/JS
MindProbeFree JATOS-based hosting by the European Society for Cognitive Psychology (ESCoP).jsPsych, lab.js, OSWeb, PsychoJS
Open LabFree platform for hosting and sharing lab.js and jsPsych experiments. ⚠️ Site currently returning errors (Mar 2026); [source](https://github.com/Yury-Shevchenko/openlab) still available. lab.js, jsPsych
Cognition.runFree hosting with simple upload and CSV data download.jsPsych, lab.js

Collections indexed here

"Indexed" counts the records this catalog has ingested from that collection, not the collection's own total.

CollectionPlatformApprox. tasksIndexed hereDescription
Millisecond Test LibraryInquisit909573 indexedLargest single library — covers nearly all domains of psychology. Browsable by [category](https://www.millisecond.com/download/library/).
Labvanced TemplatesLabvanced600+64 indexedPre-loaded templates across cognitive, developmental, and behavioral economics.
Pavlovia ExplorePsychoPy/jsPsych/lab.jsThousands600 indexedPublic experiments shared by the community on Pavlovia's GitLab.
Gorilla Open MaterialsGorillaHundreds131 indexedOpen-access experiments, tasks, and questionnaires. Clone directly into your Gorilla project.
E-Prime Experiment LibraryE-Prime150+Ready-to-run experiments across core domains.
PEBL Test BatteryPEBL100+80 indexedBuilt-in battery of cognitive tests.
The Experiment FactoryjsPsych/Docker80+139 indexedReproducible web-based experiments in Docker containers. [Individual repos](https://github.com/expfactory-experiments).
PsyToolkit Experiment LibraryPsyToolkit50+58 indexedFree library of classic cognitive experiments — runnable in-browser with source code.
Testable LibraryTestable50+238 indexedReady-made classic experiment templates.
jsPsych ContribjsPsych30+ pluginsCommunity-contributed plugins and extensions (RDK, Corsi blocks, flanker, etc.).
jsPsych Experiment DemosjsPsychDemos4 indexedFull example experiments from the jsPsych team.
Niv Lab jsPsych DemosjsPsychDemos22 indexedComplete task implementations ([two-step](https://nivlab.github.io/jspsych-demos/tasks/two-step/experiment.html), [bandit](https://nivlab.github.io/jspsych-demos/tasks/3arm/experiment.html), etc.) with live interactive demos.
PsychoPyParadigmsPsychoPyVaries15 indexedCommunity collection of PsychoPy experiment implementations.
NCMlab/CognitiveTasksVariousVaries12 indexedCognitive assessment tasks with GUIs.
TaskBeacon TasksPsychoPy / jsPsychGrowing39 indexedStandardized paradigms (BART, Go/No-Go, Stop-Signal, AX-CPT, MID, Emotional Dot Probe, etc.) with structured formats.

Replication projects & data repositories

ProjectWhereDescription
Many Labs 1OSF13 classic effects replicated across 36 labs.
Many Labs 2OSF~28 effects replicated across 100+ labs in 20+ countries.
Psychological Science Acceleratorpsysciacc.orgGlobal network of 1,000+ researchers conducting large-scale collaborative studies.
RepositoryWhereDescription
Databrarydatabrary.orgDigital data library for video/audio behavioral research data (access-controlled).
Open Science Frameworkosf.ioGeneral-purpose repository for research materials, data, and preprints.