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.
Explore Data
Decodo Review 2026: Pricing, Speed & Success Rates
Decodo is a proxy and web-scraping provider covering residential, ISP, mobile, and datacenter proxies plus scraping APIs. We benchmarked its per-GB pricing against competing providers from 10 GB to 10 TB and reviewed its published performance and feature set. Decodo pros and cons Pros Cost-efficiency leader in our proxy pricing benchmark across every tier from…
Best Amazon Mechanical Turk Alternatives
Our analysis explores some downsides of using Amazon Mechanical Turk (MTurk), a popular platform for AI data collection and market research. It also compares the top alternatives to Amazon Mechanical Turk. Readers fall into three categories. Select yours to see the most relevant alternatives: Alternatives for MTurk workers. Alternatives for MTurk requestors or customers. Survey…
Best Search Engine Proxies: 2026 Benchmark
Search engines are among the toughest targets our team scrapes at AIMultiple. Google, Bing, and Yandex flag and throttle automated queries within a handful of requests from the same address, so a proxy that sails through an ordinary website can still stall on a results page. To see which providers actually hold up, we benchmarked…
Unlimited Proxies: Unmetered Residential & Datacenter Bandwidth
Most providers advertise unlimited proxies, but almost none are truly unlimited. In practice, unlimited means governed by a fair-use policy (FUP): you can send as much traffic as you want until you hit a hidden GB or concurrency threshold. Quick take by policy type: Unmetered (no GB counting): ProxyScrape, IPRoyal (ISP/datacenter) Unlimited under fair use:…
Best Social Media Scrapers 2026: 75K Requests Tested
We executed 75,000+ test requests across X, Instagram, LinkedIn, and Facebook to find the most reliable social media scraping API. Whether you need social media data scraping for business information extraction or a high-scale social media scraping solution, our benchmark reveals the top performers. Social media performance benchmark Estimating your scraping costs Social media scraping…
Top No-Code ML Platforms: ChatGPT Alternatives
We benchmarked 3 no-code machine learning platforms across key metrics: data processing (handling missing values, outliers), model setup and ease of use, accuracy metrics output, availability of visualizations, and any major limitations or notes observed during testing. No-code machine learning tools benchmark Note: Scores represent average performance across kNN and Logistic Regression where applicable. Results…
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. Our top picks based on speed and pricing, full results and per-provider detail follow: Quick comparison of the best proxy services Proxy providersPrice per GBFree trialPAYG Bright Data$4.007 daysAll proxy types Oxylabs$3.97 daysResidential, Mobile Decodo$3.753 daysResidential,…
Amazon Dataset Comparison 2026: Bright Data, Oxylabs, Grepsr & Exellius
Amazon datasets can support pricing intelligence, seller analysis, market research, and lead generation. However, buyers should compare providers not only by price and format, but also by data freshness, historical coverage, and delivery method. For example, Bright Data is best suited for buyers seeking ready-made or customizable Amazon datasets, offering multiple delivery options, while Exellius…
Best Glassdoor Datasets in 2026
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.…
How to Setup & Turn Off iPhone Proxy
Configuring iPhone proxy settings lets you manage network traffic and enhance privacy at the system level for any Wi-Fi connection. Whether you need to setup an HTTP proxy for professional use or you are looking for a way to turn off proxy settings iPhone is stuck on to fix connectivity issues, this guide provides the…