Software Alternatives, Accelerators & Startups

Paperspace VS Bright Data

Compare Paperspace VS Bright Data and see what are their differences

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Paperspace logo Paperspace

GPU cloud computing made easy. Effortless infrastructure for Machine Learning and Data Science

Bright Data logo Bright Data

World's largest proxy service with a residential proxy network of 72M IPs worldwide and proxy management interface for zero coding.
  • Paperspace Landing page
    Landing page //
    2023-07-15
  • Bright Data Landing page
    Landing page //
    2021-05-12

Paperspace features and specs

  • Ease of Use
    Paperspace provides a user-friendly interface and seamless setup process, making it accessible even to those with limited technical expertise.
  • Scalability
    The platform offers scalable solutions for computing needs, from individual GPU use to enterprise-level deployments.
  • Collaboration
    Integrated tools support team collaboration, allowing multiple users to work on the same projects efficiently.
  • Pre-configured Environments
    Paperspace provides pre-installed machine learning and deep learning environments, saving significant setup time.
  • Performance
    High-performance virtual machines, especially for GPU-intensive tasks, ensure quick and efficient processing.
  • Cost-Effective
    Pricing plans are flexible, offering pay-as-you-go options that can be more economical compared to buying and maintaining hardware.

Possible disadvantages of Paperspace

  • Dependency on Internet Connection
    As a cloud-based service, it requires a stable internet connection, which could be a limitation for users with unreliable connectivity.
  • Data Security
    While Paperspace takes measures for data security, some users might have concerns about storing sensitive data on a third-party cloud service.
  • Learning Curve for Advanced Features
    Though basic usage is straightforward, taking full advantage of advanced features can require a learning curve.
  • Performance Variability
    Depending on the cloud resources' demand and availability, there might be performance variability.
  • Limited Customization
    Compared to dedicated physical hardware, there might be fewer options for customizing the virtual machines' specifications.

Bright Data features and specs

  • Extensive Proxy Network
    Bright Data offers a vast and diverse network of over 72 million IPs, ensuring high availability and reliability for users.
  • Wide Range of Services
    Provides various proxy solutions including data center, residential, mobile, and ISP proxies, catering to different user needs.
  • Geographical Targeting
    Allows users to target proxies based on specific countries, cities, and even ASN, which is beneficial for localized data scraping.
  • Advanced Tools and APIs
    Offers sophisticated tools and APIs for automation, data extraction, and optimized proxy management.
  • Customer Support
    Provides round-the-clock customer support and numerous resources such as detailed documentation and integration guides.

Possible disadvantages of Bright Data

  • Cost
    Bright Data's services are priced at a premium, which might be expensive for small businesses or individual users.
  • Complexity
    The extensive range of options and settings can be overwhelming and may require a steep learning curve for new users.
  • Ethical Concerns
    The use of residential and mobile proxies can raise ethical questions regarding user consent and data privacy.
  • Account Approval
    New accounts are subject to approval which can delay immediate access to the service.
  • Occasional IP Blocks
    Despite the large IP pool, users may still experience occasional blocks and captchas when accessing certain websites.

Analysis of Bright Data

Overall verdict

  • Bright Data is generally considered a good choice for businesses and professionals who require reliable and scalable proxy services. It excels in offering a comprehensive set of features and a vast IP pool, although it might be considered expensive for individual or small-scale users.

Why this product is good

  • Bright Data, formerly known as Luminati Networks, is a well-regarded proxy service provider known for its vast network of IP addresses and wide range of proxy types. It offers residential, data center, and mobile proxies with a focus on reliability and scalability. The service is often praised for its high uptime, excellent customer support, and robust infrastructure, making it a popular choice for businesses needing large-scale data collection and web scraping solutions.

Recommended for

  • Large enterprises needing mass data collection
  • Businesses engaged in web scraping and analysis
  • Companies requiring high uptime and reliability
  • Professionals interested in diverse proxy options, including residential and mobile

Paperspace videos

How is Paperspace for Cloud Gaming in 2019?

More videos:

  • Review - Which One ? Paperspace OR Shadow ?

Bright Data videos

Rotating Residential Network | Proxy Network Types | Bright Data (Formerly Luminati Networks)

Category Popularity

0-100% (relative to Paperspace and Bright Data)
Cloud Computing
100 100%
0% 0
Proxy
0 0%
100% 100
Games
100 100%
0% 0
Residential Proxies
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Paperspace and Bright Data

Paperspace Reviews

We have no reviews of Paperspace yet.
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Bright Data Reviews

  1. Sam Mitchell
    ยท Owner at KittenProperties ยท
    Mixed feelings

    We used their DC proxies and Residential proxies. Resi proxies were having quite low success rate. We had to use resi solution from other proxy providers. Unblocker didn't work well either also it was way too expensive.

    ๐Ÿ Competitors: Decodo, NetNut.io
    ๐Ÿ‘ Pros:    Cheap dc proxies
    ๐Ÿ‘Ž Cons:    Quite expensive|Residential proxies are worse than competitiors

Proxy Service Awards 2024
And if thereโ€™s one thing that defines Bright Data in an industry where all gaps are closing, itโ€™s the platform. Weโ€™ve criticized it for complexity and opaqueness; but after all these years, we have to admit that Bright Dataโ€™s tooling remains a north star for many providers aspiring to serve the most demanding clients.
Source: proxyway.com
Top 10 Alternatives to Bright Data (formerly Luminati Proxy Networks)
Oxylabs remains the number aggressive competitor of Bright Data โ€“ they have even had a case to settle in the court in the past. If you wouldnโ€™t want to use Bright Data proxies, then you might as well avoid Oxylabsas it is everything you hate in Bright Data and even worse. Aside from the pricing aspect, Oxylabs have been found to engage in some unethical practices and scam...
911.re Alternatives: 10 Best Proxies Smilar to 911 Proxy in 2023
The most exciting thing about Bright Data is that it comes with new daily feature releases so that you always have access to the latest features as soon as they are released. You also have access to 24/7 global support and dedicated account managers who will help you get started with Bright Data immediately!
17 BEST Residential Proxies to Buy in 2022 (Cheap & Premium)
Formerly known as Luminati Networks, Bright Data is the most popular premium residential proxy provider in the industry.
Source: earthweb.com
10 Best Free Online Proxy Server List of 2022 [VERIFIED]
Verdict: Bright Data Proxy Manager will help you with various use cases such as web data extraction, e-commerce, collecting stock market data, brand protection, etc. Bright Data has capabilities of data collection from eCommerce, Social Media, etc. It provides 24ร—7 global support and dedicated account managers.

Social recommendations and mentions

Based on our record, Bright Data should be more popular than Paperspace. It has been mentiond 45 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.

Paperspace mentions (7)

  • RIP Stadia - Where to play? ๐Ÿคท
    Before I built my rig. I used paperspace.com and parsec. you'll probably have to request that they unlock a better gpu server for you though. If you need any help just shoot me a message. Its like 50 cents an hour. Source: over 3 years ago
  • AWS doesn't make sense for scientific computing
    There are several tier-two clouds that offer GPUs but I think they generally fall prey to the many of the same issues you'll find with AWS. There is a new generation of accelerator native clouds e.g. Paperspace (https://paperspace.com) that cater specifically to HPC, AI, etc. workloads. The main differentiators are:. - Source: Hacker News / almost 4 years ago
  • Casual ESO cloud gaming in a post-Stadia world
    Guess you've never heard of paperspace.com :) Their systems (depending on the configuration ofc) work great with ESO and they run windows and it's parsec compatible. Source: almost 4 years ago
  • Mac vs. PC - which to buy?
    Something else to look into for a Windows machine would be Paperspace. It can be a little flaky at times, but you get a Windows machine in the cloud which works from a web browser. Even a pretty good one only costs $7 a month for storage 50ยข an hour to run. If you need a Windows machine in a hurry this is definitely your cheapest option. Source: about 4 years ago
  • Ask HN: Any piece of hardware that was more of game changer than you expected?
    Have you ever tried Paperspace (https://paperspace.com)? I've spent many hours gaming using their Windows offerings, although always strategy games so the latency hasn't been noticeable. I'm not sure how well it would work for FPS (probably reasonably, to be honest). They have a large number of general computing/graphics-specific machines you can spin up, and you can either pay per hour or per month. I've also... - Source: Hacker News / over 4 years ago
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Bright Data mentions (45)

  • Precursor
    Happy to offer a counter of some great products for anti-bot defeat: https://brightdata.com/ https://www.zenrows.com/ https://www.capsolver.com/ https://scrapfly.io/ hundreds of millions of residential ips, human browser fingerprints, custom browser binaries, auto solve of turnstyle, recaptcha v3, kasada, datadome, AWS WAF, etc if they come up. - Source: Hacker News / 27 days ago
  • Best Web Scraping Tools in 2026: A Hands-On Comparison of the Top 10
    The best web scraping tools 2026 leaderboard hasn't changed; the gap has narrowed. Bright Data remains the safest bet for any team that wants to spend time on the data, not on the scraping. The 660-scraper library, 400M-IP network, pay-per-success pricing and unlimited concurrency are still uncontested at the high end. - Source: dev.to / 3 months ago
  • The Economics of Web Scraping: How Consultancies Price Data Extraction and Manage Scope Creep
    Infrastructure Pass-Through (OpEx) Data extraction at scale is infrastructure-heavy. Bypassing modern Web Application Firewalls (WAFs) requires high-quality residential proxies, CAPTCHA solvers, and substantial browser-automation compute resources. Services like Bright Data charge significantly by the gigabyte for premium residential IPs. These variable infrastructure costs must be passed directly to the client,... - Source: dev.to / 4 months ago
  • LinkedIn Scraping Is Dead: 5 Legal, ToS-Safe Alternatives That Actually Work in 2026
    Bright Data has successfully defended web scraping in U.S. Courts and offers LinkedIn datasets pre-collected and ready to download. LinkedIn profile data on their dataset marketplace runs around $250 per 100,000 records. The freshness caveat is real: bulk datasets are snapshots, not real-time. If you need current job titles on a rolling basis, you're better with an enrichment API than a one-time dataset pull.... - Source: dev.to / 4 months ago
  • Building a Live AI Market Research Terminal: How Bright Data and Convex Replace Polling With Real-Time Everything
    Bright Data built an open-source demo that solves this. It's called the Signal Terminal, a financial research tool built around that problem. - Source: dev.to / 5 months ago
View more

What are some alternatives?

When comparing Paperspace and Bright Data, you can also consider the following products

Parsec - Streams games locally or over the internet

Oxylabs - A web intelligence collection platform and premium proxy provider, enabling companies of all sizes to utilize the power of big data.

Geforce Now - Underpowered PC can now pack the punch of high-performance GeForce GTX GPUs with GeForce NOW.

Decodo - Decodo is perhaps the most user-friendly way to access local data anywhere. It has global coverage with 195 locations, offers more than 55M residential proxies worldwide and a great deal of scraping solutions.

LiquidSky - LiquidSky gives you a high performance gaming PC in the cloud.

NetNut.io - Residential proxy network with 52M+ IPs worldwide. SERP API, Website Unblocker, Professional Datasets.