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.
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.
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: Alternative data use cases for investment Social media data 1.
Federated Learning: 7 Use Cases & Examples
Federated learning (FL) enables models to learn from decentralized data while keeping sensitive information private and ensuring compliance with data localization and privacy laws. Explore what federated learning is, how it works, common use cases with real-life examples, potential challenges, and its alternatives.
VPN Benchmark of Top 5 VPN Providers
We tested six leading consumer VPN services, measuring throughput against a clean baseline, packet drops over 15 minutes per provider, CPU and RAM use on macOS, and VPN connection behavior under load. Our test on VPN providers show that best VPN services change based on different needs.
Best Airbnb Scrapers: Bright Data, Apify & Oxylabs
We tested six web scraping providers on Airbnb, sending a total of 1,500 scrape requests across all providers. Each provider was given the same set of vacation rental listing URLs and measured on completion time, success rate, and available metadata fields per listing.
Best Twitter (X) Scrapers in 2026: Benchmarked
We benchmarked the top Twitter (X) scrapers across 200 URLs (profile pages and posts), for a total of 400 requests. To help you choose the right tool for your specific Twitter scraping projects, we have categorized the top performers below.
Top 6 LLM Scrapers in 2026
We ran a benchmark to compare how top LLM scraper providers like Bright Data, Oxylabs, and Apify perform with models such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider with each prompt repeated 10 times for consistency. The top-performing provider is detailed below.
+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.
Best LinkedIn Scrapers: Bright Data, Apify & PhantomBuster
We benchmarked the best LinkedIn scraper tools using 9,000 requests across posts, profiles, and job listings.
Best Proxy Providers for 2026: Tested & Ranked
We tested over 500,000 requests across major servers to rank the providers below on speed, success rate, and price.