Software Alternatives & Startups

Bright Data VS WunderGraph

Compare Bright Data VS WunderGraph and see what are their differences

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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.

WunderGraph logo WunderGraph

Save 2-4 weeks / 90% of the code building web apps by automating API integrations and security.
  • Bright Data Landing page
    Landing page //
    2021-05-12
  • WunderGraph Landing page
    Landing page //
    2023-08-27

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.

WunderGraph features and specs

  • API Integration
    WunderGraph simplifies the integration of various APIs by automatically generating queries and mutations. This reduces the time and effort required to manually integrate and maintain multiple API connections.
  • GraphQL Support
    It provides first-class support for GraphQL, enabling developers to leverage GraphQL's powerful querying capabilities for better data retrieval and interaction.
  • Type Safety
    The tool offers strong type safety out of the box, which helps in catching errors at compile time and ensures a more robust application.
  • Real-time Capabilities
    WunderGraph supports subscriptions and live queries, providing real-time updates to applications, which is crucial for apps that require live data feeds.
  • Serverless Deployment
    The platform supports serverless deployment, which can simplify the scaling process and reduce the operational overhead for maintaining infrastructure.

Possible disadvantages of WunderGraph

  • Learning Curve
    For developers who are new to the tool, there is a learning curve involved in understanding and effectively utilizing all of WunderGraph's features.
  • GraphQL Overhead
    While GraphQL provides flexibility, it can introduce overhead compared to RESTful APIs, particularly in scenarios where simple CRUD operations are needed.
  • Limited Community Support
    As a relatively newer technology, WunderGraph might have less community support compared to more established tools, which can make troubleshooting and finding resources more challenging.
  • Complex Configurations
    Setting up and configuring advanced features could be complex and time-consuming, particularly for smaller projects or teams with limited experience in API management.
  • Potential Vendor Lock-In
    Relying on a specific solution like WunderGraph could lead to vendor lock-in, where migrating away from the service could be difficult if business needs change.

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

Bright Data videos

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

WunderGraph videos

#WunderGraph Show & Tell #3 - Secrets, Multi-Region Deployments, Create WunderGraph App, and more...

Category Popularity

0-100% (relative to Bright Data and WunderGraph)
Proxy
100 100%
0% 0
API
0 0%
100% 100
Residential Proxies
100 100%
0% 0
Developer Tools
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 Bright Data and WunderGraph

Bright Data Reviews

  1. Sam Mitchell
    · Owner at KittenProperties ·
    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.

    Competitors: Decodo, NetNut.io
    Pros:    Cheap dc proxies
    Cons:    Quite expensive|Residential proxies are worse than competitiors

Proxy Service Awards 2024
And if there’s one thing that defines Bright Data in an industry where all gaps are closing, it’s the platform. We’ve criticized it for complexity and opaqueness; but after all these years, we have to admit that Bright Data’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 – they have even had a case to settle in the court in the past. If you wouldn’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 24×7 global support and dedicated account managers.

WunderGraph Reviews

We have no reviews of WunderGraph yet.
Be the first one to post

Social recommendations and mentions

WunderGraph might be a bit more popular than Bright Data. We know about 58 links to it since March 2021 and only 45 links to Bright Data. 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.

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 / about 2 months 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 / 4 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 / 5 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 / 5 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 / 6 months ago
View more

WunderGraph mentions (58)

  • GraphQL vs REST: 18 Claims Fact-Checked with Primary Sources (2026)
    I run WunderGraph . We build GraphQL Federation infrastructure. I have a horse in this race, and you should know that upfront. - Source: dev.to / 5 months ago
  • Cap'n Web: a new RPC system for browsers and web servers
    I'm with WunderGraph, a vendor providing enterprise tooling for GraphQL. First, I absolutely love Capn Proto and the ideas of chaining calls on objects. It's amazing to see what's possible with CapNweb. However, one of the examples compares it to GraphQL, which I think falls a bit short of how enterprises use the Query language in real life. First, like others mentioned, you'll have N+1 problems for nested lists.... - Source: Hacker News / 12 months ago
  • What Happens When AI Becomes the Client?
    At WunderGraph, we’ve been building toward that future with Cosmo, our GraphQL federation platform. - Source: dev.to / over 1 year ago
  • An Introduction to Cosmo Router — Blazingly Fast Open-Source Federation V1/V2 Gateway
    Today, we’ll look at WunderGraph Cosmo ’s high-performance, open-source, Federation V1/V2 compatible Router. We’ll cover what it does, why it’s so important to the Cosmo stack, how you can host it yourself, and even customize and extend it with Go code of your own. - Source: dev.to / over 1 year ago
  • GraphQL Federation Field-level Metrics 101
    To demonstrate field usage metrics in Federation, I’ll be using WunderGraph Cosmo — a fully open source, fully self-hostable platform for Federation V1/V2 that is a drop in replacement for Apollo GraphOS. - Source: dev.to / over 2 years ago
View more

What are some alternatives?

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

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

Hasura - Hasura is an open platform to build scalable app backends, offering a built-in database, search, user-management and more.

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.

GraphQL - GraphQL is a data query language and runtime to request and deliver data to mobile and web apps.

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

Supabase - An open source Firebase alternative