
Upwork
Freelancer.com
Guru
PeoplePerHour
99designs
Elance
Hired
Hire the Top 3% of Freelance Talent®. Toptal is an exclusive network of the top freelance software developers, designers, finance experts, product managers, and project managers in the world.

replit
Open Science Framework
GitHub
figshare
Photo AI
Enchant
Lugg
Code Ocean is a research collaboration platform. Create, collaborate on, share, execute, and publish computational code and data from anywhere, with anyone.

Which is more popular?
Based on our record, Toptal should be more popular than CodeOcean. It has been mentioned 19 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | toptal.com | codeocean.com |
| Company | 2010 | — |
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What each product offers, as listed by its team.


No features have been listed yet.
An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Toptal is best suited for companies in need of software developers, designers, project managers, and finance experts who have been vetted to meet high standards. It's particularly beneficial for startups, SMEs, and larger enterprises looking for flexibility and top-tier talent without committing to long-term employment.
No analysis of CodeOcean yet.
Walkthroughs and reviews on video.
Upwork, Freelancer, Fiverr or TopTal? How to Pick a Freelancing Platform
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CodeOcean demo
How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Toptal and CodeOcean. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


Why It’s Great: Toptal’s pre-vetted freelancers guarantee a faster and more reliable hiring process. You won’t waste time filtering out unqualified applicants, making it the ideal platform for businesses needing...
Renowned for its rigorous selection process, Toptal claims to accept less than 3% of applicants. This exclusivity is backed by a comprehensive screening that spans skill assessments, live coding challenges, and...
Next up on our list of Upwork Alternatives is Toptal. This site is a large freelance platform that connects businesses with the top 3% of talent in various industries, including design, development, project...
We have no reviews of CodeOcean yet. Be the first one to post
Recommendations tracked on public social media and blogs since March 2021.


Toptal: For experienced developers, higher-paying jobs. - Source: dev.to / about 2 years ago
We noticed that the flexibility and diversity of work available to software developers is impressive. Platforms like https://a.team, https://moonlightwork.com, toptal.com and https://fraction.work are offering freelancing, part-time, and... Source: about 3 years ago
Even at the application level, most people get away with it because those DSA are implemented in the underlying libraries or framework which you just call from your code. But if you were ever asked to debug that library/framework some... Source: over 3 years ago
I was an early hire at a computational reproducibility startup for scientists [0]; The platform was basically a web-based frontend wrapped around a Docker container hosted on AWS, and the idea was that you'd put your code and data on... - Source: Hacker News / almost 3 years ago
It looks like Magniv is targeting Python in general. This is similar to ClearML. What are the differentiating points to Magniv compared to similar products? It seems like the product also integrates with SCM systems. Are you using gitea... - Source: Hacker News / over 4 years ago
Code ocean also exists for this purpose, though the number of compute hours is limited on free academic licenses. Source: about 5 years ago
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Originally founded as a project to simplify sharing code, GitHub has grown into an application used by over a million people to store over two million code repositories, making GitHub the largest code host in the world.
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