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
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 12 providers (both rotating residential proxies and static residential proxies) in detail further down, the table below highlights…
Ranked the Top 12 Antidetect Browsers in 2026
Antidetect browsers protect your online identity and simplify managing multiple online accounts. Professionals in advertising, eCommerce, and SEO can use these tools to appear as new users with each login. We evaluated the best antidetect browsers for performance and usability. Below is our review of the best free and paid options. Best anti-detect browser comparison:…
Best Gaming Proxies for Live Games, Launchers & Stores
The right gaming proxy server depends on the traffic you need to route. Live game-client traffic may require SOCKS5 with UDP support and open target ports, while launchers, storefronts, marketplaces, account pages, and regional availability checks often work over HTTP(S) or TCP-based SOCKS5. SOCKS5 can support UDP through the UDP ASSOCIATE command, but provider support…
Best Indian Proxies: Benchmark-Based Ranking
We benchmarked leading India proxy server providers using the same target schedule and URL pool. Each provider sent one request to the same URL every 10 minutes across major Indian platforms, including Flipkart, Amazon India, and IndiaMART. The ranking below is based on the benchmark charts. Success rate was weighted more heavily than average response…
Ethical & Compliant Web Data Benchmark
As enterprises scale their web data operations, compliance, data, and risk executives increasingly evaluate the associated ethical, reputational, and legal risks. We benchmarked 5 leading web data collection services across 3 dimensions and tested each service with more than 20 potentially unethical scenarios. Our work helps you assess the ethical standing of your data collection…
IPv6 Proxy Providers Compared by Pricing & Performance
The term IPv6 proxy does not describe a single product type. Vendors may provide IPv6 support for residential, datacenter, ISP proxies, or combinations. For example, some proxy vendors support IPv6-only residential routing but do not offer IPv6 for datacenter or ISP proxies. We measured providers’ performance across residential and datacenter proxies to evaluate the network…
Top 5 Social Media Datasets in 2026
We compared five leading social media data providers, focusing on the types of social data they offer and the platforms they include. For clarity, these providers fall into two groups: Content-level social media data (posts, comments, engagement) Profile- or identity-level data (social handles, professional profiles, company info). Platform coverage of social media dataset providers ProviderInstagramTikTokYouTubeFacebookTwitter/XRedditLinkedInPinterestQuoraGitHub…
Best YouTube Datasets: Bright Data, Oxylabs & Grepsr
YouTube has become a primary source for training advanced multimodal AI and large language models (LLMs). However, obtaining YouTube data at scale remains difficult due to anti-bot measures and significant bandwidth requirements. This review examines key companies in the YouTube data sector: Bright Data, Oxylabs, Decodo, and Grepsr. Each targets a specific market segment, ranging…
Best Instagram Proxies for 2026: Residential & Mobile IPs
Instagram restricts and flags accounts that automate access to or scrape Instagram data at scale. 29 Managing multiple Instagram accounts or running Instagram automation safely often requires a reliable proxy provider. We evaluated the top Instagram proxy providers for reliability and geographic coverage: Pricing of the best Instagram proxy services The table below summarizes the…
Best Japan Proxies: Success Rate & Response Time
We evaluated top Japan residential proxies across 1,000 URLs per domain every 10 minutes. Vendors were measured against the same target domains, from the same benchmark location, using the same request frequency and URL rotation strategy. Overall, the top providers performed closely enough that most buyers should not choose based on success rate alone. Instead,…