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
- Anti-BlockingInsightOct 14
How to Bypass CAPTCHA (reCAPTCHA & hCaptcha)
Modern CAPTCHA and human-verification systems use a mix of challenge-response tests, browser signals, server-side token validation, and adaptive challenges. Attempting to bypass CAPTCHA on third-party websites can violate the terms of service or trigger account or IP blocks. The better approach is to use official APIs, reduce request rates, or implement a modern bot-management solution…
- MLOpsOpen World EvaluationOct 14
Compare 45+ MLOps Tools
Machine Learning Operations (MLOps) brings DevOps principles into machine learning from model deployment to maintenance to automate transitions between training and deployment pipelines Explore 45+ MLOps tools for different components of the ML lifecycle, such as: 63% of organizations from different sectors and 72% in the tech sector reported using open-source AI tools, while over…
- Scraping ToolsBenchmarkOct 14
Remote Browsers: Web Infra for AI Agents Compared
AI agents rely on remote browsers to automate web tasks without being blocked by anti-scraping measures. The performance of this browser infrastructure is critical to an agent’s success. We benchmarked 8 providers on success rate, speed, and features. To do this, we executed 160 automated tasks, running 4 distinct scenarios 5 times for each service…
- Geo ProxiesBenchmarkOct 12
We Benchmarked the Best UK Proxies
We benchmarked the top UK proxy services against high-security British domains, including social media and e-commerce sites, to identify the best UK-based residential proxies. Tested at 15-minute intervals, here are our top picks based on success rates and speed: *Ranges show the minimum and maximum of the daily average success rates and response times measured…
- Proxy TypesOpen World EvaluationOct 12
Best Search Engine Proxies: 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. We benchmarked top providers through residential IPs to all…
- Proxy Use CasesBenchmarkOct 12
Top Google Proxies: Benchmark
Google proxies have become essential infrastructure for extracting data from Google at scale. Whether you are tracking rankings across hundreds of locations, verifying ads, or feeding SERP data into an SEO platform. To find out which providers hold up under real load, we sent 5,000 requests to Google search results through residential IPs. See the…
- Proxy ComparisonsFeature ComparisonOct 9
Proxy Cost Calculator: Discounts & Prices
Residential proxies typically range from $1 to $15 per GB, while shared datacenter proxies can start below $0.05 per IP. We evaluated providers with volumes from 10GB to 10TB. Below is the average proxy pricing by type: Lines higher up represent cheaper prices (more data per $1). Among Bright Data, Oxylabs, and Decodo, Decodo has…
- Proxy pricingFeature ComparisonOct 9
Proxy Free Trial: How to Test Premium Proxies
Large proxy providers with residential pools require company verification for free trials. Providers with instant trials usually offer datacenter IPs. These are inexpensive for them. Many offers are labeled as free trials but are not. Some providers use the term for money-back guarantees, paid starter packages, or permanent free tiers. The next section lists what…