Financial uncertainties, mixed with the quickly evolving tech enterprise panorama, have pressured many organizations to optimize their assets, typically by way of painful layoffs. But, enterprise calls for proceed to develop, necessitating an environment friendly resolution to fill the expertise hole created by such layoffs.
One such resolution that has gained vital recognition is the usage of crowdsourcing platforms. Research estimate that on-line expertise platforms not solely can assist fill the expertise hole but additionally enhance enterprise productiveness and effectivity, and result in international financial progress (Determine 1).
One such crowdsourcing platform is Prolific. On this article, we consider Prolific and current some alternate options for companies exploring different choices. The article additionally offers a brief abstract desk in the beginning of the article for a fast repair.
Determine 1. On-line expertise platforms present a constructive future
A comparability desk of Prolific with the three alternate options
Desk 1. Person scores comparability
CompanyG2TrustpilotCapterraAIMultiple
Prolific4.32.7N/AN/A
Clickworker3.94.44.4N/A
Amazon Mechanical Turk4.12.1N/AN/A
Appen4.1N/A4.14.3
Desk 2. Pricing and crowd measurement comparability
CompanyPlansFree-trialCrowd measurement
Prolific– Pay-as-you-go– ScaleFALSE130k+
Clickworker– Customized pricingTRUE4.5M+
Amazon Mechanical Turk– Customized pricingFALSE500k+
AppenN/AFALSE1M+
Prolific overview
Prolific, a UK-based crowdsourcing platform, has positioned itself at an evolving enterprise development. The corporate leverages a big community of contributors worldwide to help companies in numerous duties, from conducting analysis to gathering AI coaching information and even coaching and testing AI/ML fashions.
Providers supplied by Prolific
Prolific’s key providers are constructed round AI and analysis. The platform permits companies to:
Collect and put together human-generated AI/ML coaching information units.
Practice and consider AI/ML fashions utilizing its community of contributors in real-world situations.
Conduct RLHF (Reinforcement studying from human suggestions) for AI or generative AI fashions.Â
Conduct tutorial & AI analysis & surveys
Crowd measurement 130k+
Person scores
The evaluations focus primarily on analysis and information assortment duties.
Pricing
At present, the corporate solely affords a Pay-as-you-go plan for which costs weren’t offered.
Why ought to one want alternate options for Prolific?
Our analysis recognized some weak factors of Prolific, which can lead customers to hunt alternate options. This part highlights a few of these weaknesses recognized from publically out there and verifiable information equivalent to buyer evaluations.
Knowledge assortment service1:
Costs are too excessive
Lack of audits for contributors.
Analysis-related tasks2:
Lack of monitoring of individuals (Prospects can’t report individuals in case they supply abusive responses).
The platform creates room for human error amongst analysis individuals.
High 3 Prolific alternate options
Prolific, it’s not the one participant on this subject. Let’s discover 3 alternate options to Prolific.
1. Clickworker
Clickworker is a well-liked various to Prolific because it additionally affords a crowdsourcing platform with a big community of contributors. Clickworker’s buyer base contains 4 out of 5 tech giants within the U.S. Clickworker’s providers embrace:
Assortment and preparation of large-scale AI/ML coaching datasets.
RLHF providers for growing AI/ML
Knowledge providers by a community of 4.5+ million contributors
Textual content and audio datasets in 45+ languages
Knowledge categorization and tagging
Conducting related surveys and net analysis
Offering buyer insights from the purpose of sale
Providing product information upkeep
Person scores
Clickworker pricing
The shopper determines staff’ pay for every project (Free suggestions on setting the charges are offered by the Clickworker).
A free trial is obtainable.
2. Amazon Mechanical Turk (MTurk)
MTurk is one other well-liked various to Prolific. An integral a part of Amazon’s ecosystem, MTurk affords a market for work the place companies (Requesters) can rent folks (Turkers) to finish duties or micro-tasks in opposition to compensation. These duties typically contain:Â
Knowledge assortment, annotation, and validation,Â
Analysis & survey participation
Content material moderation
Person scores
MTurk pricing
The employees’ pay is decided by the purchasers for every project.
MTurk prices 20% on the employee’s pay and 20% additional on duties with 10 or extra assignments.
MTurk prices an additional 5% off the pay for staff with a Grasp’s qualification. Nonetheless, some purchasers complained3 that the standard of those staff’ output isn’t totally different from different staff, and despite the fact that they take much less time, they supply information of decrease high quality.
A free trial isn’t supplied.
You can even learn our separate article on MTurk alternate options.
3. Appen
One other related various on the checklist is Appen which additionally affords information assortment and administration providers through a crowdsourcing mannequin. You can even learn our separate article on Appen alternate options.
Appen’s providers embrace:
Assortment and preparation of AI coaching datasets (Audio, picture, video, textual content, sensory)
Knowledge annotation and mannequin analysis providers.
RLHF providers for growing AI/ML
Person scores:
Appen pricing
Pricing data was not offered by Appen.
Transparency assertion
Quite a few rising tech firms, together with Clickworker, are sponsors of AIMultiple.
AIMultiple analyzed the Prolific alternate options utilizing related, public, and verifiable information.
Additional studying
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References
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