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Toptal VS Papers with Code

Compare Toptal VS Papers with Code and see what are their differences

JackHamr
AI agents that spec, build, test, and ship code โ€” with voice chat, deep GitHub integration, and zero LLM markup. featured
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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Toptal logo Toptal

Hire the Top 3% of Freelance Talentยฎ. Toptal is an exclusive network of the top freelance software developers, designers, finance experts, product managers, and project managers in the world.

Papers with Code logo Papers with Code

The latest in machine learning at your fingerprints
  • Toptal Landing page
    Landing page //
    2021-09-11
  • Papers with Code Landing page
    Landing page //
    2022-07-17

Toptal features and specs

  • Headquarters
    San Francisco, CA

Papers with Code features and specs

  • Open Access
    Papers with Code provides free access to a vast repository of research papers and code implementations, making cutting-edge research available to a wider audience.
  • Reproducibility
    By linking research papers with their corresponding code, it promotes reproducibility, allowing researchers to verify results and build upon previous work more effectively.
  • Benchmarking
    The platform offers benchmarking tools and leaderboards, facilitating the comparison of different models and approaches on standard datasets and fostering competition in the research community.
  • Community Engagement
    Researchers and developers can contribute their own code and evaluations, which encourages community collaboration and the sharing of knowledge.
  • Resource Saving
    By providing implementations and datasets, it saves researchers time and resources, enabling them to focus on innovation rather than recreating existing work.

Possible disadvantages of Papers with Code

  • Quality Control
    Not all code implementations are thoroughly vetted or peer-reviewed, which can lead to issues with code quality and reliability.
  • Misalignment of Benchmarks
    Benchmarks and evaluations might not perfectly align with certain niche or novel research tasks, potentially skewing perceptions about model performance.
  • Dependence on Contributor Participation
    The platform relies heavily on community contributions; if participation wanes, the updates and breadth of resources could stagnate.
  • Integration Challenges
    Integrating and adapting third-party code into different environments or existing projects can sometimes be challenging due to dependencies or compatibility issues.
  • Information Overload
    With a vast amount of available papers and code, navigating and finding the most relevant and high-quality resources can be overwhelming for users.

Analysis of Toptal

Overall verdict

  • Toptal is recommended for businesses and individuals seeking highly skilled freelancers and who value quality and reliability over cost. The platform is especially advantageous for those who require experts for complex projects where specialized knowledge and experience are paramount.

Why this product is good

  • Toptal is considered good because it maintains a rigorous screening process to ensure that it only connects clients with top-tier freelancers. This ensures a high level of quality and expertise, whether you need developers, designers, or finance experts. The platform also offers a variety of freelance talent spanning multiple industries, which can be appealing for businesses looking for specific skills. Additionally, their customer service and flexible engagement models are appreciated by many users.

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.

Toptal videos

+ Add

Upwork, Freelancer, Fiverr or TopTal? How to Pick a Freelancing Platform

More videos:

  • Review - Toptal Review by CNBC's Squawk Box
  • Review - Toptal Review - Remote Consulting Freelance Technology

Papers with Code videos

+ Add

The best site for research papers with codes on Machine/Deep Learning | Research paper search

More videos:

  • Review - Papers With Code Machine Learning Papers and Code Free Resource

Category Popularity

0-100% (relative to Toptal and Papers with Code)

Toptal

Papers with Code

Freelance Marketplace
100 100%
Freelance Marketplace
0% 0
AI
0 0%
AI
100% 100
Work Marketplace
100 100%
Work Marketplace
0% 0
Developer Tools
0 0%
Developer Tools
100% 100

User comments

Share your experience with using Toptal and Papers with Code. For example, how are they different and which one is better?
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Reviews

These are some of the external sources and on-site user reviews we've used to compare Toptal and Papers with Code

Toptal Reviews

Top 16 Remote Job Boards to Help You Hire Faster
Why Itโ€™s Great: Toptalโ€™s pre-vetted freelancers guarantee a faster and more reliable hiring process. You wonโ€™t waste time filtering out unqualified applicants, making it the ideal platform for businesses needing top-tier professionals on short notice.
Source: www.remotelytalents.com
Comparing Andela, Turing, Toptal, Micro1, Arc.dev, and Wajusoft
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 in-depth personality evaluations. The entire vetting process can take up to five weeks, a testament to Toptal's commitment to quality.
Source: www.wajusoft.com
The 10 Best Alternatives to Upwork
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 management, and finance.
Source: www.twine.net
UPWORK ALTERNATIVES: THE 10 BEST PLATFORMS FOR FINDING FREELANCERS
Toptal focuses on providing experts in software development, design, finance, and project management. It rigorously screens its talent pool to ensure only the best professionals are available for hire.
Source: medium.com
Top Sites Like Fiverr โ€“ The Best Alternatives For Freelancers in 2022
Toptal is a network for independent product managers, finance specialists, etc. Jobs across a wide range of industries, including finance, healthcare, and e-commerce, are simple to discover. Before applying for a job, Toptal site visitors undergo testing and vetting. For their tasks, several well-known firms use Toptal to find freelancers.
Source: digitalconqurer.com

Papers with Code Reviews

We have no reviews of Papers with Code yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Papers with Code should be more popular than Toptal. It has been mentiond 100 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Toptal mentions (19)

  • How to Make Money From Coding: A Beginner-Friendly Practical Guide
    Toptal: For experienced developers, higher-paying jobs. - Source: dev.to / almost 2 years ago
  • Finding Cybersecurity / vCISO or Quality Assurance Jobs
    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 even fractional opportunities serving software enegineers with a plethora of new, innovative ways of working. Source: about 3 years ago
  • I dont want to learn "เคกเคพเคŸเคพ เคธเค‚เคฐเคšเคจเคพเคเค เค”เคฐ เคเคฒเฅเค—เฅ‹เคฐเคฟเคฆเคฎ" but want a good job.
    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 day, then you'll definitely need to know DSA. Leading institutions like Toptal indeed ask you to do score well in DSA. Source: about 3 years ago
  • The Definitive Guide to Building and Managing a Successful Remote Development Team
    In today's digital age, more and more businesses are turning to remote developers to help build their products. However, finding and managing remote talent can be a daunting task for many employers. Letsremotify offers a solution by connecting businesses with over 50 million remote professionals worldwide through their platform. They also provide a detailed guide to help employers write effective job descriptions,... Source: over 3 years ago
  • Anyone working as freelance Designer in Toptal?
    Is there anyone who is working as Freelance designer in Toptal? Need help. I would be grateful if anyone can help. Source: over 3 years ago
View more

Papers with Code mentions (100)

  • What does HumaneBench AI benchmark reveal about chatbot safety?
    Benchmark Primary focus Evaluation metrics System coverage Usability Link HumaneBench AI benchmark Human well being, humane AI principles HumaneScore, flip tests under adversarial instruction, long term well being 15 popular chat models tested across 800 realistic scenarios Designed for chatbot safety research; requires ensemble judging for... - Source: dev.to / 8 months ago
  • Computer Vision Made Simple with ReductStore and Roboflow
    An helpful approach is to browse the state of the art models in paperswithcode. This will give you an idea of the performance of different models on various tasks. - Source: dev.to / almost 2 years ago
  • Show HN: Simple Science โ€“ The Newest Science Explained Simply
    I think a way around this would some sort of voting/ popularity system? Papers with code (https://paperswithcode.com/) does this via Github stars sorting. Sure it doesn't mean something is established. But it at least gives some way to filter through the firehose of papers. Love this project btw! I think it has potential (and the timing is right now that everyone is looking for the next "attention is all... - Source: Hacker News / almost 2 years ago
  • Essential Deep Learning Checklist: Best Practices Unveiled
    Adapting to Evolving Standards: With the rapid progress in deep learning research and applications, staying current with the latest developments is crucial. The checklist underscores the importance of considering established standard architectures and leveraging current state-of-the-art (SOTA) resources, like paperswithcode.com, to guide project decisions. This dynamic approach ensures that projects benefit from... - Source: dev.to / about 2 years ago
  • Understanding Technical Research Papers
    Papers With Code is one of the good resources to get you to get started. - Source: dev.to / over 2 years ago
View more

What are some alternatives?

When comparing Toptal and Papers with Code, you can also consider the following products

Upwork - Forget the old rules. You can have the best people. Right now. Right here.

ML5.js - Friendly machine learning for the web

Freelancer.com - Search for jobs related to Www freelancer com homepage or hire on the world's largest freelancing marketplace with 12m+ jobs. It's free to sign up and bid on jobs.

arXiv - arXiv is a free distribution service and an open-access archive for scholarly articles.

Guru - Guru makes it easy for employers and freelancers to connect, collaborate and get work done flexibly and securely. Browse 1. 5 million freelancers for hire and thousands of projects.

Spell - Deep Learning and AI accessible to everyone

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