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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.

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Proxy Cost Calculator: Discounts & Prices

Proxy Comparisons
Feature Comparison
Sep 22

Residential proxies typically range from $3 to $15 per GB, while datacenter proxies start at approximately $0.50 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). Decodo offers the lowest cost across all residential volume…

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Proxy Comparisons
Benchmark
Sep 22

Top Proxy Sites & Providers: Benchmark Results

We test the best proxy providers on major search, e-commerce, and social platforms. Every 20 minutes, we send a new batch of requests from servers in Europe, the US, Singapore, and Brazil. The results below compare providers on success rate and response time, followed by prices and details for each provider. We expanded our benchmark…

Data Collection
Feature Comparison
Sep 22

The Best Managed Data Services

Managed data collection services provide a fast alternative to building and maintaining a data infrastructure, and allow businesses to focus on their core activities. Which functions would you like to outsource? All services claim to be compatible with GDPR and CCPA and offer self-service options. Learn more about these providers. Bright Data’s Managed Data Acquisition…

Scraping Tools
Benchmark
Sep 21

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…

Web Proxies
Insight
Sep 21

How to Hide Your IP Address: 6 Methods Compared

Your IP address reveals your approximate proxy location and ISP and can be used to track you across sites. Six methods hide it, with different trade-offs in coverage, encryption, speed, and cost. A proxy server sits between one app (usually a browser) and the internet, forwarding requests under its own IP. Unlike a VPN, it…

Scraping Tools
Benchmark
Sep 21

5 Best Scraping Browsers

Scraping browsers handle the unblocking infrastructure, enabling users to interact with websites programmatically and extract data easily. We benchmarked the top scraping browsers on sites with login walls, infinite scroll, and strict anti-bot rules. We updated this guide to include the latest anti-bot evasion techniques (TLS 1.3 fingerprinting) and updated pricing models for Bright Data…

Web Data Scraping
Benchmark
Sep 21

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…

Scraping Tools
Benchmark
Sep 21

We Benchmarked the Best Web Scraping APIs

We benchmarked the best web scraping APIs using 12,500 requests across 3,000+ real-world URLs in e-commerce, search engines (SERP), and social media. The table below ranks leading web scraping APIs by site coverage, request success rate, metadata richness, and average latency. Select a vendor to view detailed domain-level performance: The two charts below plot median…

E-commerce Scraping
Benchmark
Sep 21

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…

Scraping Tools
Benchmark
Sep 21

We Tested the Best SERP Scraper APIs

We benchmarked the leading SERP providers using 18,000 live requests across Google, Bing, and Yandex. See the top 6 providers outperforming in our speed and data richness tests: Compare providers’ median response time and the average number of fields that they returned in our benchmark: 1,200 queries were used in this benchmark, including a total…

E-commerce Scraping
Benchmark
Sep 21

7 Best Amazon Scrapers Ranked by Performance

Amazon’s anti-scraping technology keeps getting harder to bypass. To find out which tools actually hold up, we benchmarked the leading 5 Amazon scraper APIs over 2,750 requests across 11 Amazon domains, scoring every provider on success rate and end-to-end completion time. Read Amazon scraping benchmark methodology for more details about our testing process. You can…