Prolific – Quality data. From real people. For faster breakthroughs.

Prolific is a technology platform that enables researchers, AI developers, and organizations to quickly collect high-quality, human-derived data from a large global pool of vetted and fairly paid participants for research, behavioral studies, user research, and AI model training. The platform offers

Prolific logo - Scientific Research brand identity

Prolific

"Quality data. From real people. For faster breakthroughs."

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Prolific Scientific Research showing research participant recruitment - Quality data. From real people. For faster breakthrou

About Prolific

Prolific is a technology platform that enables researchers, AI developers, and organizations to quickly collect high-quality, human-derived data from a large global pool of vetted and fairly paid participants for research, behavioral studies, user research, and AI model training. The platform offers advanced targeting, integrations, and robust data quality and identity verification checks to ensure authentic and reliable results.

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Get High-Quality AI Training Data At Scale for AI Research | Prolific

Additional Notes

The platform ensures data security and privacy compliance, facilitating seamless integration with existing workflows.

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Comparing 4 AI tools.

Upvotes:
83
Avg. Rating:
4.0
Slogan:
Quality data. From real people. For faster breakthroughs.
Pricing Model:
Pay-per-Use
Contact for Pricing
Pricing Details:
No subscription fees. Researchers pay per study: at least $8/hour participant pay (recommended $12/hour)+platform fee (33.3% academic/non-profit, 42.8% corporate). Managed services are contact for pricing. No free or freemium tier.
Platforms:
Web App
API
Target Audience:
Scientists, Students, Educators, AI Enthusiasts, Software Developers, Marketing Professionals, Product Managers, Entrepreneurs
Website:
Visit Site
Upvotes:
82
Avg. Rating:
4.0
Slogan:
Build, train, and deploy custom ML and generative AI models on Google Cloud—no expertise required.
Pricing Model:
Freemium
Pay-per-Use
Enterprise
Contact for Pricing
Pricing Details:
Free tier with $300 credits. Pay-per-use: AutoML model training from $3.465/node hour, deployment from $1.375/node hour, custom model training from $0.218/hour. Imagen from $0.0001/image. Gemini generative models from $1.25/million input tokens. Some advanced/enterprise features 'Contact for Pricing'. All amounts in USD.
Platforms:
Web App
API
Target Audience:
Software Developers, Scientists, Entrepreneurs, Educators, Students, Business Executives, AI Enthusiasts, Product Managers
Website:
Visit Site
Upvotes:
291
Avg. Rating:
4.5
Slogan:
Chat, create, and manage AI characters—powerful automation, privacy, and control for everyone.
Pricing Model:
Freemium
Pay-per-Use
Enterprise
Contact for Pricing
Pricing Details:
Free tier allows 40 messages/day; Pro plan $14/month or $11/month if billed annually; Team plan $39/month or $32/month if billed annually; third-party APIs (e.g. OpenAI, Anthropic) via pay-per-use; Enterprise/custom pricing available.
Platforms:
Web App
API
Target Audience:
AI Enthusiasts, Software Developers, Content Creators, Marketing Professionals, Business Executives, Entrepreneurs, Educators, Students, Customer Service, Product Managers, Healthcare Providers
Website:
Visit Site
Upvotes:
242
Avg. Rating:
5.0
Slogan:
Start building with Gemini: the fastest way to experiment and create with Google's latest AI models.
Pricing Model:
Free
Pay-per-Use
Pricing Details:
Google AI Studio is completely free for interactive usage. Pay-per-Use pricing applies for higher API usage, advanced features, and when integrating via the Gemini API or enabling Cloud Billing. No subscription or enterprise plans are currently listed for AI Studio itself.
Platforms:
Web App
API
Target Audience:
Software Developers, Scientists, Product Managers, Entrepreneurs, Educators, Students, AI Enthusiasts, Content Creators
Website:
Visit Site

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JanitorAI

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Google AI Studio icon
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Google AI Studio

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Make the Most of Prolific

Use this page as a starting point to evaluate Prolific alongside similar options. Our directory focuses on practical details that matter for adoption—capabilities, pricing signals, integrations, and real audiences—so you can shortlist with confidence and move from exploration to evaluation faster.

For a structured head‑to‑head, try the comparison view: Compare AI tools. To stay current with launches, model updates, and research breakthroughs, visit AI News. New to the space? Sharpen your understanding with AI Fundamentals.

Before adopting any tool, model your total cost at expected usage, verify integration coverage and API quality, and review privacy, security, and compliance. A short pilot on a real workflow will reveal reliability and fit quickly. Bookmark this site to track updates to Prolific and the broader ecosystem over time.

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How Prolific Works

Pay-as-you-go pricing means Prolific costs scale with your actual usage. No wasted spend on unused seats or features you don't need yet. Integrations with Plugin/Integration keep work connected.

Key Features & Capabilities

RESTful API integration

Official API docs and clear auth flows—ideal for custom automations.

SDKs to accelerate build-out

SDKs (e.g., Python and JavaScript/TypeScript) help dev teams launch prototypes quickly.

Common Use Cases

Scientists
Enhance developer productivity

Developer teams use the API to automate processes and extend internal apps within Prolific.

Scientists
Support product decisions

Launch reviews and retrospectives stay organized in one place.

Pricing & Plans

No subscription fees. Researchers pay per study: at least $8/hour participant pay (recommended $12/hour)+platform fee (33.3% academic/non-profit, 42.8% corporate). Managed services are contact for pricing. No free or freemium tier.

Usage Model: API Calls, Pay-as-You-Go — ensuring you only pay for what you actually use.

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Frequently Asked Questions about Prolific

What is Prolific and what does it do?
Prolific is Quality data. From real people. For faster breakthroughs.. Prolific is a technology platform that enables researchers, AI developers, and organizations to quickly collect high-quality, human-derived data from a large global pool of vetted and fairly paid participants for research, behavioral studies, user research, and AI model training. The platform offers advanced targeting, integrations, and robust data quality and identity verification checks to ensure authentic and reliable results. Available on Web App, API, Prolific is designed to enhance productivity and deliver professional-grade scientific research capabilities.
How much does Prolific cost?
Prolific offers Pay-per-Use, Contact for Pricing pricing options. No subscription fees. Researchers pay per study: at least $8/hour participant pay (recommended $12/hour)+platform fee (33.3% academic/non-profit, 42.8% corporate). Managed services are contact for pri... Pricing is designed to scale with your needs, from individual users to enterprise teams. For the most current pricing details and plan comparisons, visit the official Prolific pricing page or contact their sales team for custom enterprise quotes.
Is Prolific secure and compliant with data privacy regulations?
Prolific takes data privacy seriously and implements industry-standard security measures. Data is hosted in Global, providing transparency about where your information resides. For comprehensive details about data handling, encryption, and privacy practices, review their official privacy policy. Security and compliance are continuously updated to meet evolving industry standards.
What platforms does Prolific support?
Prolific is available on Web App, API. The web application provides full functionality directly in your browser without requiring downloads. API access allows developers to integrate Prolific capabilities directly into their own applications and workflows. This multi-platform approach ensures you can use Prolific wherever and however you work best.
What file formats does Prolific support?
Prolific accepts Accepts various data formats including CSV, JSON, and Excel spreadsheets. as input formats, making it compatible with your existing files and workflows. Output is delivered in Delivers processed data in CSV, JSON, and Excel formats, tailored to specific client needs., ensuring compatibility with downstream tools and platforms. This format flexibility allows seamless integration into diverse tech stacks and creative pipelines. Whether you're importing data, exporting results, or chaining multiple tools together, Prolific handles format conversions efficiently without manual intervention.
Who develops and maintains Prolific?
Prolific is developed and maintained by Prolific, based in United Kingdom of Great Britain and Northern Ireland. Most recently updated in October 2025, the platform remains actively maintained with regular feature releases and bug fixes. This ongoing commitment ensures Prolific stays competitive and aligned with industry best practices.
How do I get access to Prolific?
Prolific is freely available to everyone without registration requirements. You can start using the platform immediately without going through lengthy approval processes.
How is usage measured and billed in Prolific?
Prolific uses API Calls, Pay-as-You-Go as billing metrics. API-based billing tracks the number of requests made to the service, providing predictable costs for developers. This usage model ensures you only pay for what you actually use, avoiding unnecessary overhead costs for features you don't need.
What deployment options does Prolific offer?
Prolific supports Cloud deployment configurations. Cloud-hosted options provide instant scalability without infrastructure management overhead. Choose the deployment model that best aligns with your technical requirements, security constraints, and operational preferences.
Who is Prolific best suited for?
Prolific is primarily designed for Scientists, Students, Educators and AI Enthusiasts. Professionals in scientific research find it invaluable for streamlining their daily tasks. Whether you need automation, creative assistance, data analysis, or communication support, Prolific provides valuable capabilities for multiple use cases and skill levels.
Are there video tutorials available for Prolific?
Yes! Prolific offers video tutorials including "Get High-Quality AI Training Data At Scale for AI Research | Prolific" to help you get started quickly and master key features. Video content provides step-by-step walkthroughs that complement written documentation, making it easier to visualize workflows and understand best practices. These tutorials cover everything from basic setup to advanced techniques, ensuring users of all skill levels can leverage the platform effectively. Visual learning materials are particularly helpful for onboarding new team members or exploring complex features that benefit from demonstration.
Does Prolific offer APIs or SDKs?
Yes, Prolific provides SDK support for Python, JavaScript/TypeScript. This enables developers to integrate the tool's capabilities into custom applications.
Does Prolific receive regular updates?
Prolific is actively maintained with regular updates to improve features, security, and performance. Prolific continuously develops the platform based on user feedback and industry advancements. Updates typically include new AI capabilities, interface improvements, bug fixes, and security patches. Comprehensive API documentation is kept current with each release, making it easy for developers to leverage new features. Staying up-to-date ensures you benefit from the latest AI advancements and best practices in scientific research.
What do users say about Prolific?
Prolific has received 1 user review with an average rating of 4.0 out of 5 stars. This solid rating indicates the tool meets or exceeds most users' expectations across various use cases. Additionally, Prolific has received 83 upvotes from the community, indicating strong interest and recommendation. Reading detailed reviews helps you understand real-world performance, common use cases, and potential limitations before committing to the platform.
Is the information about Prolific up-to-date and verified?
Yes, Prolific's listing was last verified within the past quarter by our editorial team. We regularly review and update tool information to maintain accuracy. Our verification process checks pricing accuracy, feature availability, platform support, and official links. If you notice outdated information, you can submit corrections through our community contribution system to help keep the directory current and reliable for all users.
How does Prolific compare to other Scientific Research tools?
Prolific distinguishes itself in the Scientific Research category through its comprehensive feature set and professional-grade capabilities. When evaluating options, consider your specific requirements around pricing, features, integrations, and compliance to determine the best fit for your use case.
How difficult is it to learn Prolific?
The learning curve for Prolific varies depending on your experience level and use case complexity. Video tutorials offer visual guidance that accelerates the onboarding process. Comprehensive API documentation supports developers who need to integrate the tool programmatically. Most users report becoming productive within a few days depending on their background. Prolific balances powerful capabilities with intuitive interfaces to minimize the time from signup to value delivery.
How often is Prolific updated with new features?
Prolific was most recently updated in October 2025, demonstrating active ongoing development. Prolific maintains a development roadmap informed by user feedback and market trends. Regular updates typically include performance optimizations, bug fixes, security patches, and new capabilities that expand the tool's functionality. This frequent update cadence ensures the platform stays current with rapidly evolving AI technologies.
What support resources are available for Prolific?
Prolific provides multiple support channels to help users succeed. Comprehensive API documentation covers technical integration details, code examples, and troubleshooting guides. Privacy policy documentation explains data handling practices and compliance measures. Video tutorials demonstrate features visually for different learning preferences. Prolific typically offers additional support through email, chat, or ticketing systems depending on your plan. The combination of self-service resources and direct support channels ensures you can resolve issues quickly and maximize your investment in the platform.
Is Prolific a reliable long-term choice?
When evaluating Prolific for long-term use, consider several indicators: Development by Prolific provides organizational backing and accountability. Growing community interest indicates positive momentum. High user satisfaction ratings suggest the platform delivers on its promises. Recent updates demonstrate active maintenance and feature development. Consider your specific requirements, budget constraints, and risk tolerance when making long-term platform commitments.
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