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
- Proxy Use CasesOpen World EvaluationOct 2
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…
- Proxy TypesOpen World EvaluationOct 2
Best Static Residential Proxies
We benchmarked the leading ISP proxy services against 1,800 URLs from major e-commerce domains, resulting in 28,800 requests. See the top ISP proxies based on our benchmark results: Compare the top ISP proxy providers’ response times in our benchmark: The graph below shows the pricing shift for different ISP proxies. For further details, see our…
- Synthetic DataBenchmarkSep 29
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…
- Scraping Use CasesSep 28
No-Code Financial Data Scraping: Tools & Compliance Tips
While official financial data providers do offer APIs, these are often limited in scope, access, or flexibility for real-time or niche data needs. Financial data scraping has become a common approach to collecting such information, typically using technologies such as web scrapers, headless browsers, and open-source crawlers, which can be paired with proxy/unblocking services when…
- Data ScienceOpen World EvaluationSep 28
+100 Datasets for ML & AI Models
Data is required to leverage or build generative AI or conversational AI solutions. You can use existing datasets available on the market or hire a data collection service. We identified over 100 datasets to train and evaluate machine learning and AI models. Older benchmarks like HumanEval and SWE-bench Verified are now widely considered contaminated or…
- Web Data ScrapingBenchmarkSep 28
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…
- E-commerce ScrapingBenchmarkSep 28
E-Commerce Scraper: 4 Providers Benchmarked
We benchmarked four web data providers across 100 e-commerce domains, fetching 65,000 product and search pages each at 5 to 5,000 concurrent requests. Averaged across concurrency levels, Bright Data reached the highest success rate (76%) at a 16-second median. Apify recorded the highest median response time at 46 seconds. Response time is reported as the…
- Web DatasetsOpen World EvaluationSep 28
Best Glassdoor Datasets
Glassdoor datasets offer useful insights into job listings, employer reviews, and salaries, but they are not the exclusive source of labor-market or employer-brand data. We review the four top providers of Glassdoor datasets: Bright Data, Coresignal, Oxylabs, and Actowiz. Our evaluation covers each provider’s dataset structure, extraction techniques, update schedules, delivery options, and pricing models.…