Data Solutions & Practices
Data is the fundamental resource that powers business operations and drives strategic decisions. We cover modern data practices and the tools, platforms, and approaches organizations use to manage, transform, and get value from their data.
Explore Data Solutions & Practices
Benchmarked the 10 Best Datacenter Proxy Providers
We evaluated the top 5 datacenter proxy providers using 15,000 requests to assess speed, reliability, and cost across search, e-commerce, and social media sites. The top performers are listed below: Whether you’re looking to buy datacenter proxies for web scraping or automation tools, or need a shared datacenter proxy plan for smaller projects, our benchmarks…
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…
12 Best & Cheapest Residential Proxies in 2026 (Tested & Ranked)
As AIMultiple’s CTO, I lead data collection from thousands of websites. To identify reliable residential proxy providers, we benchmark across 10 vendors and process 2,880 requests per day, or 86,400 over a 30-day period. While we analyze the main providers (both rotating residential proxies and static residential proxies) in detail further down, the table below…
Top 7 Video Scrapers: Tested & Ranked
We tested the top 7 video scraping providers to see how they handle video metadata on the top video platform, totaling 6,000 requests, and measured their success rate, response time, and metadata fields. To see how we calculated these metrics, read video scraping benchmark methodology. Different providers return different amounts of metadata for the same…
Top 10 Alternative Data Use Cases for Investment
Investors are always seeking new sources of data to gain an edge in their investment strategies. Alternative data can provide unique, non-public insights into companies, industries, and markets. Explore why alternative data is important for investment, the top 10 alternative data use cases, and more: Perceptions of social media have been shown to influence stock…
Top 3 Synthetic Document Generators Benchmarked
Synthetic document generators create annotated, realistic document images that help train and evaluate machine learning models without relying on large, manually labeled datasets. We benchmark 3 synthetic document generators, Genalog, DocCreator, and Tonic Textual, by creating more than 2,500 synthetic documents, comparing their effectiveness in realistic layouts, accurate numerical data, and training datasets for document…
Best Discord Proxies: Free Plans, Features & Setup
Discord proxy compatibility depends on which part of Discord needs to be routed. Loading Discord Web requires HTTPS support. Receiving messages and server events depends on a Gateway WebSocket connection. Joining voice channels introduces a separate UDP requirement. The Discord desktop application creates an additional setup problem because it does not provide a documented field…
Best Twitter (X) Scrapers in 2026: Benchmarked
We benchmarked the top Twitter (X) scrapers across 1000 URLs, for a total of 5000 requests. To help you choose the right tool for your Twitter scraping projects, we have categorized the top performers below. Since all providers reached 100% success rate, we compared their completion time. See our benchmark methodology for more details. When…
Large-Scale Web Scraping: 7 Providers Benchmarked
We ran two benchmarks against live websites, from 5 to 5,000 concurrent requests. The first sent 260,000 requests through four web unblockers across the Tranco top 10,000 domains, plus a markdown extraction test on 10,000 URLs. The second fetched 65,000 product and search pages from each of five scraping providers across 100 e-commerce domains. Metrics…
AI Data Quality: Challenges & Best Practices
Poor data quality delays the successful deployment of AI and ML projects. 32 Even the most advanced AI algorithms can yield flawed results if the underlying data is of low quality. Explore the importance of data quality in AI, the challenges organizations encounter, and the best practices for ensuring high-quality data: Data quality is essential…