Data
Data is the fundamental resource that powers business operations and drives strategic decisions. We cover modern data practices, including data as a service (DaaS) for companies, data transformation challenges, and data management use cases. Our coverage also includes training data platforms, best practices for data commercialization and versioning, and the critical role of data curation.
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Graph Database Benchmark: Neo4j vs FalkorDB vs Memgraph
We benchmarked Neo4j, FalkorDB, and Memgraph on a synthetic graph derived from 120,000 Amazon product reviews (381K nodes, 804K edges). We ran 12 query templates with 1,000 measurements each, tested ingestion at 6 batch sizes, sustained concurrent load for 60 seconds at up to 32 threads, and measured memory, cold start, mixed workload, and index…
Best US Proxies in 2026: American Proxy Servers Tested & Ranked
Finding a reliable US residential proxy is critical for navigating high-traffic sites like Amazon, eBay, and Walmart. We tested and ranked the top US proxy services across 100+ unique URLs every 15 minutes to measure real-world success rates and speed. Based on our benchmark, here is which provider to choose for your specific objective: 2026…
Best CAPTCHA Solving Services in 2026: 10 Tools Compared
We compared 10 CAPTCHA-solving services based on which CAPTCHA types each one supports, whether it solves CAPTCHAs via AI or human workers, and how it prices. We also stress-tested the four integrated unblockers (Bright Data, Decodo, Oxylabs, Zyte) against the real-world target, Cloudflare’s Under Attack mode. Quick comparison of CAPTCHA solving services VendorTypeStarting price (per…
How Much Does a Proxy Cost? 2026 Proxy Pricing Comparison
On average, residential proxy prices range from $3 to $15 per GB, while datacenter proxies can start as low as $0.5 per IP. We analyzed the top providers’ prices for the 3 most common proxy sizes (10GB to 10TB & identified the lowest pricing for other volumes. Below is the calculator to estimate your exact…
GeoSurf Proxy Review: Capabilities & Current Competitors
GeoSurf has permanently ceased operations as of December 20, 2023, following a legal defeat against Bright Data in patent litigation. Subsequently, GeoSurf announced its shutdown and is directing its customers to Bright Data, exiting the proxy business by December 22, 2023. Because GeoSurf is no longer operating, readers should not use this page as a…
7 Best Facebook Proxies in 2026: Ranked for Account Management
Scraping Facebook at scale is tough due to strong anti-bot protections. We tested the top proxy providers like Bright Data, Zyte, and Decodo. We checked how well they worked with Facebook profile pages, video descriptions, and post content. Here are our picks for the best Facebook proxy servers. Pricing of the top Facebook proxies ProvidersMinimum…
Playwright vs Selenium: Differences & When to Use Each 2026
Playwright is a browser automation framework released by Microsoft in 2020. Selenium is an open-source project, active since 2004, that supports a wide range of browsers and languages. Playwright vs Selenium comparison table AspectPlaywrightSelenium Initial release20202004 MaintainerMicrosoftSeleniumHQ / open-source community Language supportJavaScript/TypeScript, Python, Java, .NET (C#)Java, Python, C#, JavaScript (Node.js), Ruby Browser supportChromium (Chrome/Edge), Firefox…
Is Web Scraping Legal? Laws & Best Practices
Legal regulations have changed in the web scraping market. While litigation once focused on unauthorized access, new lawsuits related to AI training and technical workarounds are shaping acceptable practices. Disclaimer: Our work is for informational purposes and not legal advice; please get professional legal advice for specific guidance. Is web scraping legal? Web scraping is…
Best Twitter Proxies in 2026: No Captchas, Bans or Access Limits
We evaluated the top proxy service providers using 30 million requests in our enterprise proxy benchmark. We also used proxies for X.com (formerly Twitter) to assess their performance across various use cases and scales. Best Twitter Proxy Providers of 2026 VendorsPrice / GBFree trial Bright Data$3.507 days Decodo$2.003 days Webshare$3.5010 free DC IPs DataImpulse$1.00❌ NetNut$3.537…
Top 5 Website Unblockers & Free Trials in 2026
Web unblockers can access pages that proxies fail to retrieve. We benchmarked the best web unblocker solutions with ~40,000 requests on real-world high-security websites (i.e., Amazon) and 6 lab tests: Price comparison of the website unblockers The following providers offer a limited volume of free credits for small-scale scraping projects, with no upfront payment required:…