Access a global pool of 200k+ vetted participants on Prolific to collect high-quality data for AI training, model evaluation, RLHF, and academic research. Get fast, reliable, and ethically sourced human feedback.
Prolific is a Freemium Data Annotation AI Tool The recommendations below are sorted based on shared categories, tags, applicable professions, community interactions, and traffic signals to help you choose alternative tools based on real usage scenarios.
Alternatives to Prolific should not only be considered within the same category; you also need to compare Data Annotation、Crowdsourcing、Survey、machine learning, pricing models, product formats, access popularity, and user feedback. The current list prioritizes tools that share a clear category, tag, or applicable profession with Prolific, such as gts.ai、clickworker、Defined.ai、Your Personal AI, and explains the similarities and key differences for each recommendation.
Prioritize tools that match both Data Annotation and key tags, avoiding recommendations based solely on belonging to the same broad category.
Websites, apps, browser extensions, and freemium models directly impact trial barriers, team procurement, and long-term usage costs.
Use traffic, bookmarks, likes, or comment data as supplementary judgment; tools lacking data are not directly excluded, but greater emphasis should be placed on functional fit explanations.
Select the most worthwhile alternatives to try first based on common purchasing and usage scenarios.
gts.ai and Prolific both cover Data Annotation and jointly match machine learning、data collection、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets gts.ai apart from Prolific: Pricing model is Is Paid.
Segment Anything and Prolific both cover Data Annotation and jointly match machine learning、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Segment Anything apart from Prolific: Pricing model is Free；Primary scenario leans toward Image Segmentation.
clickworker and Prolific both cover Data Annotation and jointly match machine learning、data annotation、crowdsourcing and similar needs, for users who want to prioritize comparing similar use cases.
What sets clickworker apart from Prolific: Pricing model is Is Paid.
Defined.ai and Prolific both cover Data Annotation and jointly match machine learning、data collection、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Defined.ai apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Datasets.
Your Personal AI and Prolific both cover Data Annotation and jointly match machine learning、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Your Personal AI apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Ai Consulting.
Compare pricing, form, reasons for matching, and key differences to reduce the cost of opening each page individually.
| Tools | Pricing | Type | Why similar | Key differences |
|---|---|---|---|---|
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gts.ai
Match score: 14
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Is Paid | Website | gts.ai and Prolific both cover Data Annotation and jointly match machine learning、data collection、data annotation and similar needs, for users who want to prioritize comparing similar use cases. | What sets gts.ai apart from Prolific: Pricing model is Is Paid. |
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clickworker
Match score: 12
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Is Paid | Website | clickworker and Prolific both cover Data Annotation and jointly match machine learning、data annotation、crowdsourcing and similar needs, for users who want to prioritize comparing similar use cases. | What sets clickworker apart from Prolific: Pricing model is Is Paid. |
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Defined.ai
Match score: 12
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Is Paid | Website | Defined.ai and Prolific both cover Data Annotation and jointly match machine learning、data collection、data annotation and similar needs, for users who want to prioritize comparing similar use cases. | What sets Defined.ai apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Datasets. |
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Your Personal AI
Match score: 10
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Is Paid | Website | Your Personal AI and Prolific both cover Data Annotation and jointly match machine learning、data annotation and similar needs, for users who want to prioritize comparing similar use cases. | What sets Your Personal AI apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Ai Consulting. |
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Segment Anything
Match score: 10
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Free | Website | Segment Anything and Prolific both cover Data Annotation and jointly match machine learning、data annotation and similar needs, for users who want to prioritize comparing similar use cases. | What sets Segment Anything apart from Prolific: Pricing model is Free；Primary scenario leans toward Image Segmentation. |
gts.ai、clickworker、Defined.ai are the most recommended tools for priority comparison on this page. They share a clear category, tag, or applicable profession with Prolific, but may differ in price, format, and feature depth.
Traffic only indicates attention, not scenario fit. The page sorting first requires candidate tools to have a category, tag, or professional overlap with Prolific, and then sorts based on traffic, interaction data, and result diversity.
It will not be directly excluded. When traffic or reviews are lacking, the system relies more on Data Annotation, tags, professional matches, and the tool's own information to avoid misinterpreting missing data as low quality.
Sorted based on shared categories, tags, professional matching, and community quality signals.
GTS.ai is a leading AI data solutions provider with over 25 years of experience. They offer high-quality, customized datasets for machine learning, including image, video, speech, and text data. Leveraging a global workforce of over 4.5 million, GTS provides comprehensive services from data collection and annotation to transcription and data management. They ensure data accuracy, security (ISO, GDPR, HIPAA compliant), and scalability for AI projects across various industries, helping businesses propel their AI initiatives forward with reliable data.
gts.ai and Prolific both cover Data Annotation and jointly match machine learning、data collection、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets gts.ai apart from Prolific: Pricing model is Is Paid.
Power your AI models with GTS.ai, a leading provider of custom datasets and data annotation services. We offer high-quality image, video, speech, and text data for machine learning, backed by a global workforce and 25+ years of experience. gts.aiApplicable toData Annotation.Dataset.Data Managementand other fields.
clickworker is a leading crowdsourcing platform that provides high-quality, diverse, and scalable data for training AI and machine learning models. It leverages a global community of over 7 million freelancers to generate, validate, and label data, including images, videos, audio, and text, tailored to specific project needs.
clickworker and Prolific both cover Data Annotation and jointly match machine learning、data annotation、crowdsourcing and similar needs, for users who want to prioritize comparing similar use cases.
What sets clickworker apart from Prolific: Pricing model is Is Paid.
Leverage clickworker's global crowd of over 7 million for scalable and diverse AI training data. We offer managed services for data creation, annotation, and NLP to perfect your machine learning models. clickworkerApplicable toData Collection.Crowdsourcing.Data Annotationand other fields.
Defined.ai is a leading marketplace and platform for high-quality AI training data. It provides off-the-shelf datasets and custom data collection/annotation services for computer vision, NLP, and speech recognition. By leveraging a global crowd and a robust platform, Defined.ai helps businesses accelerate the development of accurate and ethical AI models.
Defined.ai and Prolific both cover Data Annotation and jointly match machine learning、data collection、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Defined.ai apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Datasets.
Accelerate your AI development with Defined.ai, the leading platform for ethically sourced and expertly annotated training data. Explore our marketplace or order custom datasets for computer vision, NLP, and speech. Defined.aiApplicable toData Annotation.Datasets.Machine Learningand other fields.
Your Personal AI provides bespoke, enterprise-grade AI and machine learning solutions. They specialize in custom AI development, intelligent automation, predictive analytics, and comprehensive data services, including collection, annotation, and validation. With a strong focus on data security and industry-specific applications (like healthcare, finance, and automotive), they help businesses integrate and scale AI to drive efficiency, gain strategic insights, and achieve measurable ROI.
Your Personal AI and Prolific both cover Data Annotation and jointly match machine learning、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Your Personal AI apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Ai Consulting.
Your Personal AI delivers bespoke AI and machine learning solutions for enterprises. We specialize in custom development, data annotation, predictive analytics, and AI consulting to drive growth and efficiency. Your Personal AIApplicable toAi Consulting.Data Annotation.Medical Scribe.Automationand other fields.
Segment Anything (SAM) is a groundbreaking AI model from Meta AI for image segmentation. It can identify and "cut out" any object in any image with a single click or prompt. Featuring zero-shot generalization, SAM understands objects without prior specific training, making it incredibly versatile for researchers, developers, and creators in computer vision, image editing, and data annotation.
Segment Anything and Prolific both cover Data Annotation and jointly match machine learning、data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Segment Anything apart from Prolific: Pricing model is Free；Primary scenario leans toward Image Segmentation.
Segment Anythingis an AI tool designed forContent Creator.Software Developer.Graphic Designer.Data Analyst.Data Scientist.Photographer.Machine Learning Engineer.AI ResearcherAI tool designed Discover Segment Anything (SAM), Meta AI's revolutionary model that can "cut out" any object in any image with a single click. Explore its zero-shot capabilities, demo, and open-source code for computer vision and image editing. Segment AnythingApplicable toData Annotation.Computer Vision.Image Segmentation.Ai Modelsand other fields.
OpenTrain AI is a global talent marketplace connecting businesses with over 40,000 vetted human data experts for AI training and data annotation. It allows you to use your existing annotation tools while hiring specialized freelancers or managed teams from 110+ countries. This flexible approach helps you maintain full control over your workflows, improve data quality, and significantly reduce labeling costs.
OpenTrain AI and Prolific share tags such as machine learning、data annotation、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets OpenTrain AI apart from Prolific: Primary scenario leans toward Annotation.
Connect with 40,000+ vetted AI trainers on OpenTrain AI. A global marketplace for high-quality data labeling and annotation. Use your own tools, save costs, and scale your AI projects. OpenTrain AIApplicable toAnnotation.Data Management.Marketplaceand other fields.
Label Studio is a versatile open-source data labeling platform designed for a wide range of data types. It enables users to annotate images, text, audio, video, and time-series data to fine-tune LLMs, prepare training data for machine learning, and validate AI models with human-in-the-loop feedback.
Label Studio and Prolific share tags such as machine learning、data annotation、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets Label Studio apart from Prolific: Primary scenario leans toward Data Labeling.
Discover Label Studio, the most flexible open-source data labeling platform. Annotate images, text, audio, and more to fine-tune LLMs, prepare training data, and validate AI models. Label StudioApplicable toTraining Data.Data Labeling.Data Managementand other fields.
Surge AI is a premier data labeling platform that provides elite human intelligence to power the development of advanced AI and AGI. Specializing in high-quality data for RLHF, model evaluation, and custom dataset creation, Surge AI partners with leading AI labs like OpenAI and Anthropic to train, align, and test next-generation models. They focus on the nuance and complexity required to build truly intelligent systems.
Surge AI and Prolific share tags such as data annotation、AI training、RLHF, so they are better compared from specific feature needs than from broad categories alone.
What sets Surge AI apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Data Labeling.
Partner with Surge AI for the highest quality human-annotated data. We specialize in RLHF, model evaluation, and custom dataset creation for leading AI labs like OpenAI and Anthropic. Build safer, more capable AI. Surge AIApplicable toMlops.Data Labeling.Model Trainingand other fields.
Outlier is a platform powered by Scale AI that connects domain experts with opportunities to train the next generation of AI models. Freelancers can use their knowledge in fields like coding, math, and languages to complete tasks, improve AI accuracy, and earn money with a flexible, remote work schedule.
Outlier and Prolific share tags such as machine learning、data annotation、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets Outlier apart from Prolific: Pricing model is Free；Primary scenario leans toward Ai Training.
Join Outlier's global network of 100,000+ experts and get paid to train AI models. Work from home on your own schedule. Opportunities available in coding, math, languages, and 30+ other domains. OutlierApplicable toOnline Learning.Ai Training.Remote Jobsand other fields.
DefinedCrowd is a leading provider of high-quality AI training data. It leverages a global crowd to collect, annotate, and enrich data for machine learning models, specializing in speech, NLP, and computer vision. It offers a fully managed service to help companies build robust and unbiased AI applications at scale.
DefinedCrowd and Prolific share tags such as machine learning、data collection、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets DefinedCrowd apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Data Labeling.
DefinedCrowdis an AI tool designed forProduct Manager.Researcher.Data Scientist.CTO.AI/ML Engineer.AI Project ManagerAI tool designed Accelerate your AI development with DefinedCrowd. Get scalable, high-quality training data for computer vision, NLP, and speech recognition through our global crowd and fully managed platform. DefinedCrowdApplicable toMachine Learning.Crowdsourcing.Data Labelingand other fields.
Mercor is an AI-powered platform that connects elite global talent with remote job opportunities. It uses AI to vet and match candidates, while also providing companies with essential human data for training and evaluating advanced AI models through Reinforcement Learning with Human Feedback (RLHF).
Mercor and Prolific share tags such as data annotation、AI training、RLHF, so they are better compared from specific feature needs than from broad categories alone.
What sets Mercor apart from Prolific: Primary scenario leans toward Recruiting.
Discover Mercor, the platform using AI to match elite talent with remote jobs and provide essential human data for training advanced AI models. Practice with AI interviews and land your dream role. MercorApplicable toData Labeling.Recruiting.Career Developmentand other fields.
Playment is an enterprise-grade data solutions platform, now part of TELUS International. It specializes in providing high-quality, human-annotated data for training and validating AI and machine learning models. Leveraging a global community of over one million contributors, Playment offers services like data collection, annotation, and validation for computer vision, NLP, and generative AI, ensuring speed, scale, and precision for ambitious AI projects.
Playment and Prolific share tags such as machine learning、data collection、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Playment apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Annotation.
Discover Playment (now TELUS Data & AI Solutions), the leading platform for high-quality data annotation, collection, and validation. Fuel your AI models with ground-truth data. PlaymentApplicable toModel Training.Enterprise Solutions.Annotationand other fields.
Labelbox is a comprehensive data-centric AI platform, or "Data Factory," designed for AI teams. It provides integrated software, expert services, and a talent marketplace to create, manage, and evaluate high-quality training data for advanced AI models, including LLMs and multimodal systems.
Labelbox and Prolific share tags such as machine learning、data annotation、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets Labelbox apart from Prolific: Primary scenario leans toward Labeling.
Labelbox provides a comprehensive data-centric AI platform with software, services, and expert talent for high-quality data labeling, model evaluation, and reinforcement learning (RLHF). LabelboxApplicable toLabeling.Machine Learning.Workflow Managementand other fields.
Oda Studio provides bespoke AI solutions to transform complex, unstructured data into actionable insights. Specializing in Vision-Language Models (VLMs) and custom data pipelines, they serve industries like construction, finance, and media. Their expert team delivers end-to-end services from data annotation to model deployment, enabling businesses to make smarter, faster decisions.
Oda Studio and Prolific both cover Data Annotation and jointly match data annotation and similar needs, for users who want to prioritize comparing similar use cases.
What sets Oda Studio apart from Prolific: Pricing model is Is Paid.
Oda Studio builds custom AI pipelines using Vision-Language Models (VLMs) and knowledge graphs to turn unstructured data from construction, finance, and media into actionable insights. Oda StudioApplicable toData Analysis.Data Annotation.Ai Model Development.Financial Analysisand other fields.
Prodigy is a scriptable annotation tool for AI, Machine Learning, and NLP, designed for developers. It enables rapid creation of high-quality training and evaluation data through model-assisted, human-in-the-loop workflows. It runs on your own infrastructure, ensuring complete data privacy and control.
Prodigy and Prolific share tags such as machine learning、data annotation、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets Prodigy apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Machine Learning.
Prodigyis an AI tool designed forSoftware Developer.Data Analyst.Data Scientist.Machine Learning Engineer.AI Researcher.NLP EngineerAI tool designed Discover Prodigy, the scriptable annotation tool for developers. Build high-quality training data for NLP, computer vision, and more with model-assisted workflows. Full privacy and control. ProdigyApplicable toAnnotation.Machine Learning.Automationand other fields.
Sapien is a decentralized data foundry that provides enterprise-grade AI training data. It leverages a global network of human contributors to deliver high-quality, specialized data for complex AI systems, including 3D/4D annotation, expert reasoning, and large-scale data collection.
Sapien and Prolific share tags such as machine learning、data collection、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Sapien apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Data Labeling.
Sapien provides enterprise-grade AI training data through a decentralized network of human experts. Specializing in 3D/4D data annotation, data collection, and expert reasoning. SapienApplicable toTraining Data.Data Labeling.Data Servicesand other fields.
BasicAI offers a comprehensive data annotation platform and managed services to create high-quality training data for AI models. It specializes in 3D LiDAR, image, video, and NLP data, providing AI-assisted tools, scalable workflows, and enterprise-grade security to accelerate AI development.
BasicAI and Prolific share tags such as machine learning、data annotation、RLHF, so they are better compared from specific feature needs than from broad categories alone.
What sets BasicAI apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Annotation.
Enhance your AI models with BasicAI's high-quality data annotation platform and services. We specialize in 3D LiDAR, image, video, and NLP data labeling with 99%+ accuracy. BasicAIApplicable toData Labeling.Annotation.Machine Learningand other fields.
Quick, Draw! is an interactive AI experiment and game from Google where you draw an object, and a neural network tries to guess what it is. It's a fun way to interact with machine learning while contributing to the world's largest open-source doodling dataset for research.
Quick, Draw! and Prolific share tags such as machine learning、data collection, so they are better compared from specific feature needs than from broad categories alone.
What sets Quick, Draw! apart from Prolific: Pricing model is Free；Primary scenario leans toward Gaming.
Quick, Draw!is an AI tool designed forSoftware Developer.Student.Educator.Data Scientist.UI/UX Designer.AI Researcher.ArtistAI tool designed Play Quick, Draw!, a fun game built with machine learning. Draw an object, and a neural network tries to guess what you’re drawing. Help contribute to the world's largest open-source doodling dataset for AI research. Quick, Draw!Applicable toDataset.Learning.Gamingand other fields.
Voiceform is an AI-powered survey platform that captures deeper qualitative insights through voice, video, and text responses. It leverages AI for transcription, translation, sentiment analysis, and dynamic follow-up questions, helping businesses understand their customers more authentically and at scale.
Voiceform and Prolific share tags such as data collection、survey, so they are better compared from specific feature needs than from broad categories alone.
What sets Voiceform apart from Prolific: Primary scenario leans toward Surveys & Forms.
Voiceformis an AI tool designed forMarketing Manager.Product Manager.Sales Representative.HR Manager.Data Analyst.Founder.Market Researcher.UX Researcher.Customer Experience Manager.Program ManagerAI tool designed Revolutionize your research with Voiceform, the AI platform for voice, video, and text surveys. Get richer qualitative data, automated transcription, sentiment analysis, and deeper insights in minutes. Try for free. VoiceformApplicable toTranscription.Feedback Management.Surveys & Forms.Data Analysisand other fields.
Innovatiana is a specialized service providing high-quality, ethically-sourced training data for AI models. They offer custom dataset creation and data labeling for computer vision, NLP, generative AI, and document processing. By employing dedicated, trained teams instead of crowdsourcing, Innovatiana ensures superior data accuracy, security, and responsible AI development, helping companies build more robust and unbiased models.
Innovatiana and Prolific share tags such as machine learning、data annotation、RLHF, so they are better compared from specific feature needs than from broad categories alone.
What sets Innovatiana apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Data Labeling.
Partner with Innovatiana for custom, high-quality AI training datasets. We provide ethical data labeling for computer vision, NLP, and GenAI, ensuring robust and unbiased models. InnovatianaApplicable toDataset Creation.Data Labeling.Machine Learningand other fields.
A curated directory of high-quality, open-source datasets for AI and machine learning. Discover the gold standard of data for training your models in computer vision, NLP, and more.
dataset.gold and Prolific share tags such as machine learning、data collection、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets dataset.gold apart from Prolific: Pricing model is Free；Primary scenario leans toward Datasets.
Discover the gold standard of open-source datasets with dataset.gold. A curated directory of high-quality data for machine learning, data science, and AI research. dataset.goldApplicable toDatasets.Machine Learning.Researchand other fields.
Unitlab is a streamlined data annotation platform designed for computer vision projects. It provides a comprehensive suite of tools for data annotation, dataset management, and model management. The platform supports various annotation types and offers AI-assisted labeling to accelerate workflows, making it ideal for industries like healthcare, agriculture, robotics, and autonomous driving.
Unitlab and Prolific share tags such as machine learning、data annotation、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets Unitlab apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Data Annotation.
Accelerate your computer vision projects with Unitlab. A comprehensive platform for data annotation, dataset management, and model training. Supports image, video, and sensor data. UnitlabApplicable toDataset Management.Machine Learning.Data Annotationand other fields.
Supervised.co is an end-to-end platform for building, training, and deploying supervised machine learning models. It simplifies the MLOps lifecycle with integrated data annotation, automated model training, and one-click API deployment, empowering teams to create high-performance AI solutions efficiently.
Supervised.co and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Supervised.co apart from Prolific: Primary scenario leans toward Machine Learning.
Streamline your AI workflow with Supervised.co. An all-in-one platform for data annotation, automated model training, and easy deployment of supervised learning models. Supervised.coApplicable toData Annotation.Machine Learning.No Code & Low Codeand other fields.
Labellerr is an AI-powered data labeling and annotation platform designed to accelerate the development of Vision, NLP, and LLM models. It offers automated annotation, smart quality assurance, and seamless MLOps integration to deliver 99% accurate labels up to 99x faster, significantly reducing data preparation time and development costs for AI teams.
Labellerr and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Labellerr apart from Prolific: Primary scenario leans toward Data Labeling.
Accelerate your AI development with Labellerr, the leading data labeling platform for images, video, text, and more. Achieve 99% accuracy with automated annotation, smart QA, and seamless MLOps integration. Try it free. LabellerrApplicable toMachine Learning Operations.Data Annotation.Data Labelingand other fields.
Browser Cash is a decentralized AI browser network that allows users to earn rewards by contributing their browser's idle capacity. It powers AI agents to perform real web tasks, research, and data collection in a secure, private, and anonymized environment, fostering a new AI browser economy.
Browser Cash and Prolific share tags such as machine learning、data collection, so they are better compared from specific feature needs than from broad categories alone.
What sets Browser Cash apart from Prolific: Primary format is Browser Extension；Primary scenario leans toward Web3 Infrastructure.
Browser Cashis an AI tool designed forData Scientist.Market Researcher.AI Developer.Digital Nomad.Automation Engineer.Web3 Enthusiast.Passive Income SeekerAI tool designed Join Browser Cash to earn points and tokens by contributing your browser's idle capacity to a decentralized AI network. Power AI agents for web tasks, research, and automation securely and privately. Browser CashApplicable toWeb Scraping.Web3 Infrastructure.Automation.Passive Incomeand other fields.
Alchemer is a powerful online survey and feedback management platform that helps businesses collect and analyze customer, market, and employee data. Leveraging AI-powered text analytics, it transforms open-ended feedback into actionable insights. Ideal for customer experience, market research, and employee engagement, Alchemer offers a flexible, scalable, and secure solution for organizations of all sizes to make data-driven decisions.
Alchemer and Prolific share tags such as data collection、survey, so they are better compared from specific feature needs than from broad categories alone.
What sets Alchemer apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Surveys.
Discover Alchemer, the leading online survey software for customer experience, market research, and employee feedback. Use AI analytics to get deeper insights. Start making data-driven decisions today. AlchemerApplicable toFeedback Management.Customer Experience.Surveys.Data Analysisand other fields.
Lobe is a free, user-friendly desktop application for Mac and Windows that allows you to build, train, and deploy custom machine learning models without writing any code. It simplifies the process of creating AI, focusing primarily on image classification.
Lobe and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets Lobe apart from Prolific: Pricing model is Free；Primary format is App；Primary scenario leans toward Machine Learning.
Lobe is a free, easy-to-use desktop app that lets you build, train, and ship custom machine learning models for image classification without writing any code. Export to iOS, Android, Web, and more. LobeApplicable toMachine Learning.Stem.No Codeand other fields.
Voxel51 provides FiftyOne, an enterprise-grade computer vision and multimodal AI platform. It empowers developers and data scientists to curate, visualize, and evaluate complex datasets, leading to higher-performing models. By focusing on data-centric AI, FiftyOne streamlines workflows for data annotation, quality improvement, and model analysis, accelerating the entire development lifecycle.
Voxel51 and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Voxel51 apart from Prolific: Primary scenario leans toward Data Management.
Maximize AI performance with Voxel51's FiftyOne platform. The leading tool for data curation, annotation, and model evaluation in computer vision and multimodal AI. Build better models, faster. Voxel51Applicable toMlops.Data Labeling.Data Managementand other fields.
GitHub Copilot is an AI pair programmer that offers intelligent code completions and suggestions directly in your editor. It helps you write code faster, learn new languages, and stay in the flow by turning natural language prompts into coding suggestions across dozens of languages.
GitHub Copilot and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets GitHub Copilot apart from Prolific: Primary format is Browser Extension；Primary scenario leans toward Code Assistant.
GitHub Copilotis an AI tool designed forProduct Manager.Software Developer.Student.Sales Representative.Researcher.Data Analyst.DevOps EngineerAI tool designed Boost your development productivity with GitHub Copilot. Get AI-powered code suggestions, chat assistance, and task automation directly in your editor and on GitHub.com. Supports dozens of languages. GitHub CopilotApplicable toCode Generation.Code Assistant.Automationand other fields.
Ocular AI is an end-to-end platform for the multimodal AI era, enabling teams to ingest, curate, search, and annotate zettabytes of unstructured data. It provides a unified multimodal lakehouse, advanced search, and tools for training and evaluating custom AI models, accelerating the entire AI development lifecycle.
Ocular AI and Prolific share tags such as machine learning、data annotation、RLHF, so they are better compared from specific feature needs than from broad categories alone.
What sets Ocular AI apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Data Annotation.
Discover Ocular AI, the end-to-end platform to manage, annotate, and search multimodal data. Build high-quality datasets and train custom AI models at scale. Supports enterprise needs with a unified data lakehouse. Ocular AIApplicable toImage Recognition.Data Annotation.Model Training.Data Managementand other fields.
Geekbench is a leading cross-platform benchmarking tool that measures the performance of CPUs, GPUs, and AI/ML workloads. It uses real-world tests to provide accurate single-core and multi-core scores, allowing users to compare performance across a wide range of devices, operating systems (Windows, macOS, Linux, iOS, Android), and processor architectures.
Geekbench and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets Geekbench apart from Prolific: Primary format is App；Primary scenario leans toward Benchmarking.
Measure and compare the performance of your CPU, GPU, and AI workloads with Geekbench. The industry-standard cross-platform benchmark for Windows, macOS, Linux, iOS, and Android. Download for free. GeekbenchApplicable toPerformance Testing.System Analysis.Benchmarkingand other fields.
syntheticAIdata is an advanced platform for generating high-quality, perfectly annotated synthetic data at scale for computer vision AI models. It offers a no-code solution that helps businesses reduce data acquisition costs, eliminate privacy concerns, mitigate biases, and significantly accelerate the development and deployment of AI products across industries like manufacturing, robotics, and retail.
syntheticAIdata and Prolific share tags such as machine learning、data annotation、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets syntheticAIdata apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Data Generation.
Generate unlimited, perfectly annotated synthetic data for computer vision with syntheticAIdata. A no-code platform to accelerate AI model training, reduce costs, and ensure privacy. syntheticAIdataApplicable toComputer Vision.Data Generation.Automationand other fields.
Grably is a decentralized data ownership network (DeDON) providing high-quality, ethically sourced AI training data. It offers a vast collection of off-the-shelf datasets, custom data collection, curation, and annotation services to accelerate AI development while allowing users to monetize their data securely and transparently.
Grably and Prolific share tags such as machine learning、data collection、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Grably apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Datasets.
Grablyis an AI tool designed forProduct Manager.Software Developer.Data Analyst.Data Scientist.Machine Learning Engineer.AI Researcher.CTOAI tool designed Access high-quality, ethically sourced, and compliant AI training data with Grably. Explore off-the-shelf datasets, request custom data collection, and utilize expert annotation services for your machine learning models. GrablyApplicable toData Labeling.Datasets.Machine Learningand other fields.
Twine is a global freelance platform connecting businesses with a network of over 500,000 vetted experts. It specializes in scaling teams for marketing, development, and particularly AI/ML projects, offering services from creative production to building high-quality training datasets. Twine helps companies efficiently outsource tasks and build diverse, skilled workforces for projects of any scale.
Twine and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Twine apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Freelance Platforms.
Connect with over 500,000 expert freelancers on Twine. Find and hire top talent for development, marketing, and specialized AI data services like data labeling and collection. Scale your team efficiently. TwineApplicable toTalent Sourcing.Freelance Platforms.Talent Marketplaceand other fields.
SuperAnnotate is a leading AI data platform that streamlines the entire data pipeline for machine learning. It enables teams to annotate, manage, and curate high-quality multimodal datasets (image, video, text, audio) to accelerate model development, including for complex workflows like RLHF, RAG, and SFT. It's designed to improve model accuracy and efficiency.
SuperAnnotate and Prolific share tags such as data annotation、RLHF, so they are better compared from specific feature needs than from broad categories alone.
What sets SuperAnnotate apart from Prolific: Primary scenario leans toward Labeling.
SuperAnnotate is the leading AI data platform for labeling, managing, and improving multimodal datasets. Streamline your workflows for computer vision and LLMs with support for RLHF, RAG, and SFT to build better models, faster. SuperAnnotateApplicable toLabeling.Mlops.Workflow Managementand other fields.
Clore.ai is a decentralized GPU marketplace providing on-demand access to a global network of high-performance computing resources. It connects users needing GPU power for tasks like AI training, 3D rendering, and scientific simulations with hardware owners looking to monetize their idle servers. The platform features a flexible rental market, its own cryptocurrency (CLORE) for transactions, and a unique Proof-of-Holding system for enhanced rewards and discounts, creating a comprehensive ecosystem for high-performance computing.
Clore.ai and Prolific share tags such as machine learning、AI training, so they are better compared from specific feature needs than from broad categories alone.
What sets Clore.ai apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Cloud Computing.
Access affordable, on-demand GPU power with Clore.ai. Rent high-performance servers for AI training, 3D rendering, and scientific computing in a decentralized marketplace. Monetize your hardware and earn crypto. Clore.aiApplicable toModel Training.3D Rendering.Big Data.Cloud Computingand other fields.
Ollama is a powerful open-source framework for running large language models (LLMs) like Llama 3, Mistral, and Gemma locally on your own hardware. Available for macOS, Windows, and Linux, it simplifies the setup and management of open-source models, enabling private, offline, and cost-effective AI development and usage.
Ollama and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets Ollama apart from Prolific: Primary format is App；Primary scenario leans toward Machine Learning.
Ollamais an AI tool designed forProduct Manager.Software Developer.Student.Data Scientist.IT Manager.Machine Learning Engineer.AI Researcher.Technical WriterAI tool designed Ollama makes it easy to run powerful open-source large language models like Llama 3, Mistral, and Gemma locally on your Mac, Windows, or Linux machine. Get started in minutes for private, offline AI development. OllamaApplicable toMachine Learning.Local Development.Assistantand other fields.
MD.ai is a comprehensive AI platform for radiology, offering DICOM-native data annotation tools to build and validate medical imaging AI models, and an LLM-powered reporting system to supercharge clinical workflows for radiologists, ensuring efficiency, accuracy, and compliance.
MD.ai and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets MD.ai apart from Prolific: Pricing model is Unknown；Primary scenario leans toward Medical Imaging.
MD.aiis an AI tool designed forData Scientist.Healthcare Administrator.AI Developer.Medical Researcher.Radiologist.Clinical Informaticist.Pharmaceutical ResearcherAI tool designed Discover MD.ai, the leading platform for medical imaging AI. Accelerate model development with our DICOM annotation tools and supercharge clinical workflows with our LLM-powered reporting system for radiologists. MD.aiApplicable toData Annotation.Medical Imaging.Automationand other fields.
Appen is a global leader in providing high-quality, human-annotated data for AI and machine learning models. It offers data collection and annotation services at scale, leveraging a global crowd to power AI applications in computer vision, NLP, and more for the world's leading brands.
Appen and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Appen apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward Annotation.
Appen provides reliable, high-quality data annotation and labeling services at scale. Power your AI and machine learning models with expertly curated datasets for computer vision, NLP, and more. AppenApplicable toEnterprise Solutions.Annotation.Machine Learningand other fields.
signs_ai is a community-driven AI project by NVIDIA to create a comprehensive American Sign Language (ASL) dataset. By contributing short video recordings of signs, you can help train AI models to better understand ASL, fostering greater communication accessibility for the Deaf and Hard of Hearing community. This initiative focuses on building a diverse and unbiased dataset to power the next generation of assistive technologies.
signs_ai and Prolific share tags such as machine learning、data collection, so they are better compared from specific feature needs than from broad categories alone.
What sets signs_ai apart from Prolific: Pricing model is Free；Primary scenario leans toward Data Collection.
Join signs_ai, a community-driven project to build a massive American Sign Language (ASL) dataset. Help train AI to understand ASL and improve communication accessibility for all. signs_aiApplicable toCommunication.Data Collection.Language Learning.Crowdsourcingand other fields.
Polling.com is an AI-powered survey and poll creation platform designed to gather instant, actionable feedback. It enables users to refine products, marketing, and strategy through intuitive, enterprise-grade research tools. The platform offers seamless integrations, advanced targeting, and powerful analytics, positioning itself as a superior alternative to tools like SurveyMonkey and Typeform.
Polling.com and Prolific share tags such as data collection、survey, so they are better compared from specific feature needs than from broad categories alone.
What sets Polling.com apart from Prolific: Primary scenario leans toward Survey.
Create intelligent surveys and polls with Polling.com's AI-powered platform. Gather actionable feedback, integrate seamlessly, and refine your strategy. Free plan available. Polling.comApplicable toMarket Research.Customer Feedback.Survey.Feedback Collectionand other fields.
Formless by Typeform is an AI-powered form builder that replaces traditional static forms with engaging, conversational interfaces. It allows you to create forms that can both ask and answer questions, trained on your own data. Supporting over 120 languages and extensive integrations, it aims to boost user engagement and conversion rates for lead generation, feedback collection, and more.
Formless and Prolific share tags such as data collection、survey, so they are better compared from specific feature needs than from broad categories alone.
What sets Formless apart from Prolific: Primary scenario leans toward Lead Generation.
Discover Formless, the AI form builder that creates conversational experiences. Boost engagement, generate leads, and collect feedback with forms that ask and answer questions. Integrates with your favorite tools. FormlessApplicable toFeedback Collection.Lead Generation.Forms & Surveysand other fields.
Robovision is an end-to-end, no-code Computer Vision AI platform designed for industrial applications. It empowers businesses in agriculture, manufacturing, and healthcare to build, deploy, and continuously optimize AI models, turning complex automation challenges into operational advantages without requiring deep coding expertise.
Robovision and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets Robovision apart from Prolific: Pricing model is Is Paid；Primary scenario leans toward No Code Platform.
Discover Robovision, the end-to-end AI platform for building and deploying computer vision models. Empower your teams in manufacturing, agriculture, and healthcare with our user-friendly, no-code solution for smart automation. RobovisionApplicable toNo Code Platform.Computer Vision.Automationand other fields.
LanceQ is a collaborative freelancer marketplace specializing in AI and software projects. It connects businesses with a global network of top-tier AI experts and developers, offering pre-scoped service packages, ready-to-deploy teams, and AI-driven talent matching for high-quality, efficient project delivery.
LanceQ and Prolific share tags such as machine learning、data annotation, so they are better compared from specific feature needs than from broad categories alone.
What sets LanceQ apart from Prolific: Pricing model is Unknown；Primary scenario leans toward Marketplace.
LanceQis an AI tool designed forContent Creator.Project Manager.Business Analyst.Data Scientist.UI/UX Designer.Machine Learning Engineer.Software Engineer.AI Developer.Product Owner.AI ConsultantAI tool designed Connect with top 2% AI & software freelancers on LanceQ. Get expertly managed projects, AI development, data analytics, and generative AI content solutions with secure payments. LanceQApplicable toDevelopment.Technology Strategy.Generative Models.Analytics.Marketplaceand other fields.
TripleTen offers online, part-time coding bootcamps designed to equip individuals with in-demand tech skills for career transformation. Specializing in fields like Software Engineering, AI & Machine Learning, QA Engineering, BI Analytics, Cyber Security, and UX/UI Design, TripleTen provides structured curricula aimed at preparing students for successful roles in the technology industry.
TripleTen and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets TripleTen apart from Prolific: Pricing model is Unknown；Primary scenario leans toward Coding Bootcamps.
TripleTenis an AI tool designed forSoftware Developer.Student.Data Analyst.Machine Learning Engineer.QA Engineer.Career Changer.Cybersecurity Analyst.UX/UI Designer.Business Intelligence Analyst.Tech ProfessionalAI tool designed Transform your career with TripleTen's online, part-time coding bootcamps. Learn Software Engineering, AI & Machine Learning, Cybersecurity, UX/UI Design, and more. TripleTenApplicable toTech Training.Coding Bootcamps.Cybersecurity.Data Science.Software Development.User Experienceand other fields.
HEROZ is a leading Japanese AI technology company that provides advanced B2B solutions across various industries. Leveraging core technologies developed from its world-champion Shogi (Japanese chess) AI, HEROZ offers custom AI development, data analysis, and generative AI platforms to drive business transformation in finance, construction, entertainment, and more.
HEROZ and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets HEROZ apart from Prolific: Pricing model is Unknown；Primary scenario leans toward Ai Solutions.
HEROZis an AI tool designed forProject Manager.Data Scientist.Game Developer.Financial Analyst.AI Engineer.CTO.Business Development Manager.CEO.Construction ManagerAI tool designed Discover HEROZ, a leader in AI technology providing custom solutions for finance, construction, and entertainment. Leverage our deep learning expertise, born from world-champion Shogi AI, to drive your business forward. HEROZApplicable toAi Solutions.Machine Learning.Fintech.Data Analysisand other fields.
Google Research is a premier hub for exploring groundbreaking advancements in science and AI. It provides open access to a vast repository of research papers, project showcases, and open-source resources across diverse fields like machine learning, quantum computing, and healthcare. It's an essential platform for researchers, developers, and enthusiasts to stay at the forefront of technological innovation and understand its real-world impact.
Google Research and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets Google Research apart from Prolific: Pricing model is Free；Primary scenario leans toward Science.
Explore Google Research's latest publications, projects, and open-source tools in AI, machine learning, and science. Stay ahead of the curve with insights from world-class researchers. Google ResearchApplicable toLearning Platform.Science.Artificial Intelligenceand other fields.
LMArena is an open, crowdsourced platform from UC Berkeley researchers for evaluating and comparing leading AI models. Users anonymously test two models side-by-side, vote for the best response, and contribute to a dynamic, public leaderboard. It aims to make AI progress transparent and grounded in real-world human feedback.
LMArena and Prolific share tags such as crowdsourcing, so they are better compared from specific feature needs than from broad categories alone.
What sets LMArena apart from Prolific: Pricing model is Free；Primary scenario leans toward Benchmarking.
Compare the world's leading AI models side-by-side on LMArena. Vote for the best response, explore our dynamic leaderboard, and help shape the future of AI. Free and open platform by UC Berkeley. LMArenaApplicable toArtificial Intelligence.Model Comparison.Benchmarkingand other fields.
A comprehensive directory and resource hub for discovering, learning about, and implementing the latest AI tools. Futurepedia offers a curated database of thousands of AI applications, detailed tutorials, expert insights, and a weekly newsletter to help professionals and businesses master AI and boost productivity.
Futurepedia.io and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets Futurepedia.io apart from Prolific: Pricing model is Free；Primary scenario leans toward Directory.
Explore thousands of the best AI tools on Futurepedia.io. The largest and most up-to-date directory for AI software, tutorials, and news to boost your productivity and business growth. Futurepedia.ioApplicable toLearning Platform.Research.Automation.Directoryand other fields.
A curated online gallery showcasing thousands of creative and innovative experiments built with Google technologies since 2009. It serves as an inspiration hub for developers, designers, and creators, exploring the intersection of technology, art, and culture through AI, AR, WebXR, and more.
Experiments with Google and Prolific share tags such as machine learning, so they are better compared from specific feature needs than from broad categories alone.
What sets Experiments with Google apart from Prolific: Pricing model is Free；Primary scenario leans toward Technology.
Experiments with Googleis an AI tool designed forContent Creator.Product Manager.Software Developer.Student.Graphic Designer.Researcher.Educator.UI/UX Designer.Artist.Technology EnthusiastAI tool designed Explore a vast collection of creative experiments in AI, AR, WebXR, and more with Experiments with Google. A free platform for inspiration, learning, and discovering the future of technology. Experiments with GoogleApplicable toGenerative Art.Showcase.Technology.Inspirationand other fields.
