Nazlı Şipi
She is also part of the benchmark team, focusing on large language models (LLMs), AI agents, and agentic frameworks.
Nazlı holds a Master’s degree in Business Analytics from the University of Denver.
Latest Articles from Nazlı
Top 6 Apple App Store Scrapers: Bright Data, SerpAPI & Zyte
We benchmarked 6 web scraping providers against 1,000 Apple App Store pages, for a total of 6,000 requests, and measured success rate, completion time, and the number of metadata fields each provider returned.
Top 6 Video Scrapers: Tested & Ranked
We tested the top 6 video scraping providers to see how they handle video metadata on the top video platform, totaling 6,000 requests, and measured their success rate, response time, and metadata fields. Video scraping benchmark results To see how we calculated these metrics, read video scraping benchmark methodology.
Best Expedia Scrapers: Bright Data, Oxylabs & Decodo
To compare how well web scraping tools handle Expedia’s CAPTCHA challenges, dynamic JavaScript rendering, and aggressive bot detection, we tested 5 leading web data scrapers across 2,500 requests and tracked each provider’s success rate and completion time. Expedia scraping benchmark For more details on our testing process, you can read our benchmark methodology.
Top 6 Food Delivery Scrapers: Benchmark & Use Cases
A food product’s descriptive qualities and components.
Best Google Trends Scraping Tools: Tested & Ranked
We tested 3 web data scrapers across 1,500 requests on Google Trends explore pages to see how they handle the page’s Angular-based widgets that only appear after JavaScript runs. For each provider we tracked the success rate and completion time. Google Trends scraping benchmark You can read our benchmark methodology for more details on our testing process.
5 Best Google Maps Scraper APIs in 2026: Tested & Ranked
To find the best Google Maps scraper, we benchmarked the top web scraping providers, Apify, Oxylabs, Octoparse, and SerpApi by running 100 searches for each. We tested 10 categories and analyzed 4,000 business listings.
Top 4 Google Play Scraping Providers Compared
We benchmarked four web scraping providers across Google Play product page URLs, sending 4,000 requests in total. For each request, we measured how reliably the provider returned data, how long it took from submission to final response, and how many metadata fields the response contained.
Top 9 AI Providers Compared
The AI infrastructure ecosystem is growing rapidly, with providers offering diverse approaches to building, hosting, and accelerating models. While they all aim to power AI applications, each focuses on a different layer of the stack.
Top 5 Open-Source Agentic AI Frameworks in 2026
We benchmarked 4 popular open-source agentic frameworks across 2,000 runs (5 tasks, 100 runs each per framework), measuring end-to-end latency, token consumption, and architectural differences. Agentic AI frameworks benchmark We examined how the frameworks themselves influence agent behavior and the resulting impact on latency and token consumption.
Top 5 Indeed Web Scrapers Compared
We benchmarked 5 web scraping providers on Indeed job postings with 2,500 requests, measuring success rate, completion time, and metadata output. Indeed job postings benchmark You can read our benchmark methodology for more details on our testing process.
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