Top 3 Prolific Alternatives & Evaluation in 2023

Financial uncertainties, mixed with the quickly evolving tech enterprise panorama, have pressured many organizations to optimize their sources, 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 reputation is using crowdsourcing platforms. Research estimate that on-line expertise platforms not solely might help fill the expertise hole but in addition 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 gives a brief abstract desk initially 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. Consumer scores comparability

Desk 2. Pricing and crowd dimension comparability

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 varied duties, from conducting analysis to gathering AI coaching knowledge and even coaching and testing AI/ML fashions.

Providers supplied by Prolific

Prolific’s key companies are constructed round AI and analysis. The platform permits companies to:

• Collect and put together human-generated AI/ML training data units.
• Practice and consider AI/ML fashions utilizing its community of contributors in real-world eventualities.
• Conduct RLHF (Reinforcement studying from human suggestions) for AI or generative AI fashions. 
• Conduct tutorial & AI analysis & surveys
• Crowd dimension 130k+

Consumer scores

The opinions focus primarily on analysis and knowledge assortment duties.

Pricing

At present, the corporate solely provides 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 obtainable and verifiable knowledge resembling buyer opinions.

• Information assortment service¹:
  • Costs are too excessive
  • Lack of audits for contributors.
• Analysis-related duties²:
  • Lack of monitoring of contributors (Prospects cannot report contributors in case they supply abusive responses).
  • The platform creates room for human error amongst analysis contributors.

Prime 3 Prolific alternate options

Prolific, it isn’t the one participant on this area. Let’s discover 3 alternate options to Prolific.

1. Clickworker

Clickworker is a well-liked various to Prolific because it additionally provides a crowdsourcing platform with a big community of contributors. Clickworker’s customer base includes 4 out of 5 tech giants in the U.S. Clickworker’s companies embody:

• Assortment and preparation of large-scale AI/ML coaching datasets.
• RLHF companies for creating AI/ML
• Information companies by a community of 4.5+ million contributors
• Textual content and audio datasets in 45+ languages
• Information categorization and tagging
• Conducting related surveys and internet analysis
• Offering buyer insights from the purpose of sale
• Providing product knowledge upkeep

Consumer scores

Clickworker pricing

• The consumer determines employees’ 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 standard various to Prolific. An integral a part of Amazon’s ecosystem, MTurk provides a market for work the place companies (Requesters) can rent individuals (Turkers) to finish duties or micro-tasks towards compensation. These duties typically contain: 

• Information assortment, annotation, and validation, 
• Analysis & survey participation
• Content material moderation

Consumer scores

MTurk pricing

• The employees’ pay is set by the shoppers for every project.
• MTurk costs 20% on the employee’s pay and 20% further on duties with 10 or extra assignments.
• MTurk costs an additional 5% off the pay for employees with a Grasp’s qualification. Nevertheless, some shoppers complained³ that the standard of those employees’ output just isn’t totally different from different employees, and although they take much less time, they supply knowledge of decrease high quality.
• A free trial just isn’t supplied.

You may as well read our separate article on MTurk alternatives.

3. Appen

One other related various on the checklist is Appen which additionally provides knowledge assortment and administration companies through a crowdsourcing mannequin. You may as well read our separate article on Appen alternatives.

Appen’s companies embody:

• Assortment and preparation of AI coaching datasets (Audio, picture, video, textual content, sensory)
• Information annotation and mannequin analysis companies.
• RLHF companies for creating AI/ML

Consumer scores:

Appen pricing

Pricing info was not offered by Appen.

Transparency assertion

Quite a few rising tech corporations, together with Clickworker, are sponsors of AIMultiple.

AIMultiple analyzed the Prolific alternate options utilizing related, public, and verifiable knowledge.

Additional studying

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Shehmir Javaid is an trade analyst at AIMultiple. He has a background in logistics and provide chain administration analysis and loves studying about progressive expertise and sustainability. He accomplished his MSc in logistics and operations administration from Cardiff College UK and Bachelor’s in worldwide enterprise administration From Cardiff Metropolitan College UK.