Quick Overview
- 1#1: PsychoPy - Open-source Python-based software for designing, running, and analyzing precise behavioral experiments across multiple platforms.
- 2#2: OpenSesame - Free graphical environment for creating and running psychology experiments with support for plugins and precise timing.
- 3#3: jsPsych - JavaScript library for building flexible, web-based behavioral experiments that run in any modern browser.
- 4#4: Gorilla - Cloud-based platform for designing, hosting, and analyzing online psychology experiments with built-in participant recruitment.
- 5#5: E-Prime - Professional experiment authoring software renowned for millisecond-accurate stimulus presentation and data collection.
- 6#6: Presentation - High-precision software for stimulus delivery and response collection in neuroscience and psychology research.
- 7#7: Inquisit - Scriptable platform with a library of validated cognitive tasks for precise reaction time and psychophysical experiments.
- 8#8: Labvanced - Web-based studio for creating interactive psychology experiments with advanced graphics and real-time data analysis.
- 9#9: SuperLab - Experiment control software offering precise timing for stimuli and responses with support for hardware integration.
- 10#10: DirectRT - Specialized software for high-accuracy reaction time measurements and simple stimulus presentation experiments.
We rigorously evaluated tools based on features like timing accuracy, compatibility with diverse designs, ease of use across skill levels, and value for purpose, ensuring the ranking reflects both technical excellence and practical utility.
Comparison Table
Navigating the array of psychology experiment software—such as PsychoPy, OpenSesame, jsPsych, Gorilla, and E-Prime—requires clarity on their unique strengths, making informed tool selection critical for study success. This comparison table simplifies the process by detailing key features, usability, and ideal use cases, empowering researchers to identify the best fit for their projects, from coding-based experiments to web-delivered designs.
| # | Tool | Category | Overall | Features | Ease of Use | Value |
|---|---|---|---|---|---|---|
| 1 | PsychoPy Open-source Python-based software for designing, running, and analyzing precise behavioral experiments across multiple platforms. | specialized | 9.5/10 | 9.8/10 | 8.2/10 | 10/10 |
| 2 | OpenSesame Free graphical environment for creating and running psychology experiments with support for plugins and precise timing. | specialized | 8.7/10 | 9.2/10 | 8.0/10 | 10/10 |
| 3 | jsPsych JavaScript library for building flexible, web-based behavioral experiments that run in any modern browser. | specialized | 8.7/10 | 9.2/10 | 6.8/10 | 10.0/10 |
| 4 | Gorilla Cloud-based platform for designing, hosting, and analyzing online psychology experiments with built-in participant recruitment. | specialized | 8.7/10 | 9.0/10 | 9.2/10 | 8.8/10 |
| 5 | E-Prime Professional experiment authoring software renowned for millisecond-accurate stimulus presentation and data collection. | specialized | 8.4/10 | 9.6/10 | 6.2/10 | 7.1/10 |
| 6 | Presentation High-precision software for stimulus delivery and response collection in neuroscience and psychology research. | specialized | 8.7/10 | 9.5/10 | 7.0/10 | 8.0/10 |
| 7 | Inquisit Scriptable platform with a library of validated cognitive tasks for precise reaction time and psychophysical experiments. | specialized | 8.2/10 | 9.1/10 | 6.4/10 | 7.6/10 |
| 8 | Labvanced Web-based studio for creating interactive psychology experiments with advanced graphics and real-time data analysis. | specialized | 8.2/10 | 8.5/10 | 8.8/10 | 7.6/10 |
| 9 | SuperLab Experiment control software offering precise timing for stimuli and responses with support for hardware integration. | specialized | 7.8/10 | 8.2/10 | 9.1/10 | 6.4/10 |
| 10 | DirectRT Specialized software for high-accuracy reaction time measurements and simple stimulus presentation experiments. | specialized | 7.3/10 | 7.5/10 | 8.0/10 | 6.5/10 |
Open-source Python-based software for designing, running, and analyzing precise behavioral experiments across multiple platforms.
Free graphical environment for creating and running psychology experiments with support for plugins and precise timing.
JavaScript library for building flexible, web-based behavioral experiments that run in any modern browser.
Cloud-based platform for designing, hosting, and analyzing online psychology experiments with built-in participant recruitment.
Professional experiment authoring software renowned for millisecond-accurate stimulus presentation and data collection.
High-precision software for stimulus delivery and response collection in neuroscience and psychology research.
Scriptable platform with a library of validated cognitive tasks for precise reaction time and psychophysical experiments.
Web-based studio for creating interactive psychology experiments with advanced graphics and real-time data analysis.
Experiment control software offering precise timing for stimuli and responses with support for hardware integration.
Specialized software for high-accuracy reaction time measurements and simple stimulus presentation experiments.
PsychoPy
specializedOpen-source Python-based software for designing, running, and analyzing precise behavioral experiments across multiple platforms.
Millisecond-accurate stimulus timing and synchronization, unmatched in open-source tools for replicating professional lab setups.
PsychoPy is a free, open-source Python-based software for designing, running, and analyzing psychology and neuroscience experiments with high precision timing. It offers a graphical Builder interface for no-code experiment creation alongside a flexible Coder module for custom Python scripting, supporting a wide range of visual, auditory, and interactive stimuli. The platform enables seamless transitions from lab-based to online experiments via Pavlovia integration, with robust data collection and export capabilities.
Pros
- Exceptional timing precision critical for psychophysics and reaction time studies
- Free and open-source with no licensing costs, unlimited scalability
- Versatile for both novice users (Builder) and experts (Python scripting)
Cons
- Steep learning curve for advanced customization without programming knowledge
- Occasional bugs in complex experiments or cross-platform compatibility
- Limited built-in statistical analysis compared to dedicated tools
Best For
Psychology researchers, students, and labs seeking a powerful, cost-free platform for precise behavioral experiments both in-lab and online.
Pricing
Completely free (open-source); optional paid Pavlovia hosting for online experiments starting at $5/month.
OpenSesame
specializedFree graphical environment for creating and running psychology experiments with support for plugins and precise timing.
Multiple interchangeable backends for optimized timing precision across different hardware and paradigms
OpenSesame is a free, open-source graphical experiment builder designed for creating precise behavioral experiments in psychology and cognitive science. It features a drag-and-drop interface for assembling trials with stimuli like images, sounds, and video, while supporting Python scripting for customization. The software offers multiple backends for high-precision timing, making it suitable for reaction time studies, questionnaires, and complex paradigms.
Pros
- Completely free and open-source with no licensing costs
- Multiple backends (PsychoPy, xpyriment) for precise timing and hardware compatibility
- Extensive item library and Python integration for flexible experiment design
Cons
- Steeper learning curve for scripting and advanced setups
- Documentation can be inconsistent or outdated in places
- Occasional installation issues on certain OS configurations
Best For
Psychology researchers and students seeking a powerful, no-cost alternative to commercial experiment software for behavioral studies.
Pricing
Free (fully open-source, no paid tiers)
jsPsych
specializedJavaScript library for building flexible, web-based behavioral experiments that run in any modern browser.
Plugin-based architecture for rapid implementation of diverse psychological paradigms in any web browser
jsPsych is a free, open-source JavaScript library for creating and running behavioral experiments in web browsers, enabling precise stimulus presentation, response collection, and data export for psychological research. It supports a vast ecosystem of plugins for common paradigms like attention, memory, and decision-making tasks, with strong emphasis on timing accuracy within web constraints. Researchers can deploy experiments online effortlessly, scaling to thousands of participants via platforms like MTurk or Prolific.
Pros
- Completely free and open-source with extensive plugin library
- Superior scalability for online experiments with global reach
- High customization and precise browser-based timing
Cons
- Requires JavaScript programming knowledge, no drag-and-drop interface
- Timing precision can vary across devices and browsers
- Limited offline capabilities and server integration needed for data security
Best For
Psychology researchers proficient in coding who prioritize large-scale online behavioral studies.
Pricing
Free (open-source, no paid tiers).
Gorilla
specializedCloud-based platform for designing, hosting, and analyzing online psychology experiments with built-in participant recruitment.
No-code visual builder enabling complex experiment logic like branching, randomization, and adaptive designs through an intuitive drag-and-drop interface
Gorilla (gorilla.sc) is a browser-based platform designed for creating and running online behavioral experiments, particularly in psychology and cognitive science, using a no-code visual builder. It supports stimuli like images, audio, video, and text, with features for randomization, branching logic, adaptive designs, and integration with recruitment platforms like Prolific and MTurk. Data collection is streamlined with export options to CSV or integration with analysis tools, making it efficient for researchers conducting web-based studies.
Pros
- Intuitive drag-and-drop interface eliminates coding needs for most experiments
- Seamless integrations with participant recruitment services like Prolific and MTurk
- Robust support for complex designs including adaptive trials and multi-media stimuli
Cons
- Limited to web-based delivery, restricting offline or specialized hardware experiments
- Advanced customizations require JavaScript knowledge
- Paid tiers needed for private experiments and high-volume participant recruitment
Best For
Psychology researchers and students seeking a user-friendly tool for quick deployment of online behavioral experiments without programming expertise.
Pricing
Free plan for public experiments; Pro plan at $10/month for private studies, unlimited experiments, and higher participant limits; Team/Enterprise plans available.
E-Prime
specializedProfessional experiment authoring software renowned for millisecond-accurate stimulus presentation and data collection.
Sub-millisecond accurate stimulus presentation and response timing, validated through extensive independent testing.
E-Prime, developed by Psychology Software Tools (PST), is a professional-grade software suite for designing, running, and analyzing precise psychological experiments with sub-millisecond timing accuracy. It features a graphical authoring tool called E-Studio for building experiment structures and E-Basic scripting for custom logic, supporting a wide range of stimuli types including images, sounds, and video. The software integrates seamlessly with PST hardware like response pads and eye trackers, making it ideal for cognitive neuroscience and perceptual research. Data output is flexible, with built-in analysis tools and export options for further processing in SPSS or MATLAB.
Pros
- Exceptional sub-millisecond timing precision for reliable RT measurements
- Broad hardware integration with PST devices and third-party equipment
- Powerful scripting and flexible experiment design capabilities
Cons
- Steep learning curve requiring programming knowledge
- High cost limits accessibility for students or small labs
- Windows-only compatibility with outdated interface
Best For
Academic researchers and labs conducting high-precision cognitive or perceptual experiments that demand reliable timing and hardware synchronization.
Pricing
Starts at around $2,500 for a single-user base license; extensions and multi-user setups increase costs significantly.
Presentation
specializedHigh-precision software for stimulus delivery and response collection in neuroscience and psychology research.
Unmatched sub-millisecond temporal precision verified by independent benchmarks
Presentation from Neurobehavioral Systems (neurobs.com) is a specialized software for designing and executing psychology and neuroscience experiments with exceptional temporal precision. It enables precise delivery of visual, auditory, and multimodal stimuli while collecting participant responses via keyboard, mouse, or specialized hardware. Users build experiments using a graphical interface or its powerful scripting language, supporting complex designs like adaptive testing and event-related paradigms.
Pros
- Sub-millisecond timing accuracy for reliable stimulus presentation
- Broad hardware integration including eye-trackers and response pads
- Flexible scripting for advanced experimental designs
Cons
- Steep learning curve for non-programmers
- Windows-only compatibility limits cross-platform use
- High upfront cost without subscription options
Best For
Academic researchers and neuroscientists requiring precise timing in cognitive and perceptual experiments.
Pricing
Academic single-user license ~$950; commercial ~$3,000+; free 30-day trial available.
Inquisit
specializedScriptable platform with a library of validated cognitive tasks for precise reaction time and psychophysical experiments.
Guaranteed sub-millisecond timing precision across desktops, mobiles, and browsers
Inquisit, developed by Millisecond Software, is a specialized platform for designing, running, and analyzing psychology experiments with a focus on high-precision timing for tasks like reaction time measurements. It offers both Lab (desktop) and Web editions, allowing experiments to run locally or online via browsers on various devices. Users create experiments using the Inquisit Script Language (ISL), supported by a extensive library of over 1,000 peer-reviewed scripts.
Pros
- Millisecond-accurate timing validated across platforms
- Vast library of pre-built, peer-reviewed experiments
- Supports both lab and online data collection seamlessly
Cons
- Steep learning curve due to script-based authoring
- No drag-and-drop interface for beginners
- Full features require paid licenses
Best For
Experienced cognitive psychologists and researchers requiring precise timing in reaction-time and perceptual experiments.
Pricing
Free Player for running experiments; Lab Server licenses from $995 one-time; Web edition subscriptions start at $49/month for basic plans.
Labvanced
specializedWeb-based studio for creating interactive psychology experiments with advanced graphics and real-time data analysis.
Fully browser-based execution with precise timing for high compatibility and no software downloads
Labvanced is a browser-based platform for designing, running, and analyzing psychological and behavioral experiments without requiring coding expertise. It features a visual drag-and-drop editor with a library of pre-built components for stimuli presentation, surveys, timing-critical tasks, and response logging. The tool supports online data collection across devices, integrations with platforms like Prolific, and exports to common formats like CSV and JSON.
Pros
- Intuitive visual builder accelerates experiment creation
- Seamless cross-device compatibility for mobile and desktop
- Robust library of components for common psych tasks
Cons
- Advanced logic requires JavaScript scripting
- Free tier limits participants and storage
- Higher pricing for unlimited use may deter individuals
Best For
Psychology researchers and students needing quick, no-install online experiment deployment.
Pricing
Free basic plan; Pro €29/month (or €290/year) for unlimited participants; Enterprise custom.
SuperLab
specializedExperiment control software offering precise timing for stimuli and responses with support for hardware integration.
Sub-millisecond timing accuracy, independently certified for reliability in high-precision psychophysics
SuperLab, developed by Cedrus, is a dedicated software platform for creating and running psychology experiments with exceptional timing precision down to the sub-millisecond level. It uses a graphical, event-based interface to design experiments involving stimuli like images, sounds, videos, and responses from specialized hardware such as Cedrus response pads. The tool excels in reaction time studies, cognitive tasks, and other timing-critical paradigms, with built-in data analysis and export capabilities.
Pros
- Exceptional timing precision verified by independent benchmarks
- Intuitive drag-and-drop interface requiring no programming
- Seamless integration with Cedrus RB-series response hardware
Cons
- High upfront cost limits accessibility for small labs or students
- Less flexible for highly custom or complex experimental paradigms
- Primarily Windows-focused with limited cross-platform support
Best For
Psychology researchers and labs prioritizing precise timing in reaction-time experiments without needing coding skills.
Pricing
Single-user license ~$1,995; multi-user and academic discounts available upon request.
DirectRT
specializedSpecialized software for high-accuracy reaction time measurements and simple stimulus presentation experiments.
Sub-millisecond accurate timing engine with hardware synchronization for unparalleled precision in stimulus presentation and response capture
DirectRT from Empirisoft is a specialized software tool designed for creating and running precise reaction time (RT) experiments in psychological research. It offers a trial-based editor for defining stimuli (text, images, sounds), responses, and timing parameters with sub-millisecond accuracy. The software excels in controlled lab settings, supporting various input devices like keyboards, mice, and custom hardware for reliable data collection.
Pros
- Exceptional millisecond-precision timing for RT tasks
- Intuitive drag-and-drop interface suitable for non-programmers
- Robust support for multiple stimulus types and response devices
Cons
- Windows-only, no macOS, Linux, or web/mobile support
- Limited advanced scripting or customization compared to modern alternatives
- High upfront cost with no free tier or cloud options
Best For
Psychology researchers and labs focused on precise, hardware-controlled reaction time experiments in controlled environments.
Pricing
Perpetual single-user license at $895; academic discounts and multi-user options available.
Conclusion
PsychoPy emerges as the top choice, boasting open-source flexibility, Python-based precision, and cross-platform compatibility for diverse behavioral experiments. OpenSesame and jsPsych follow strongly, with OpenSesame offering a free graphical environment ideal for quick setup and jsPsych providing web-based design for universal accessibility. Each solution caters to distinct needs, yet PsychoPy stands out as the most versatile and widely adaptable for varied research goals.
Explore PsychoPy today to unlock the potential for precise, customizable experiments—whether you’re tackling complex tasks or simple studies— and elevate your research to new heights of accuracy and ease.
Tools Reviewed
All tools were independently evaluated for this comparison
