Nazlı Şipi
She is also part of the benchmark team, focusing on web data scraping, 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
We Tested the Best SERP Scraper APIs
We benchmarked 5 SERP providers using 7,000 live requests across Google, Bing, and Yandex. See which providers came out ahead on success rate and speed: Read the full methodology. We also run live requests every 15 min, with caching disabled, a 60s timeout, and 250+ queries across Google, Bing, and Yandex in the United States.…
Top 13 Open-Source Agentic AI Frameworks
smolagents is not in the chart. At 20.55 s and $4.52 per 1,000 runs on average, it had by far the highest time and cost, and including it made the differences between the other frameworks unreadable. We explain why below. We first ran this benchmark in February 2026 with four frameworks on GPT-5.2: LangChain, LangGraph,…
Best Apify Alternatives: Pricing, Features Compared
Apify runs web scrapers called Actors and offers a marketplace with thousands of prebuilt Actors for sites like Amazon, Google Maps, and Instagram. We tested its alternatives in our scraping benchmarks and compared their features and pricing. We calculated each scraper’s effective cost, the price per successful request, from the success rates in our e-commerce…
Top 10+ Agentic Orchestration Frameworks & Tools
The activity agent had one rule: pick an indoor activity if the day’s rain chance is 50% or higher or rain is forecast; otherwise pick an outdoor activity. All three days were sunny or overcast with a 5 to 10% rain chance, so the correct answer was an outdoor activity for every day. When the…
Top 7 AI Providers Benchmarked
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. We benchmarked the most widely used providers on OpenRouter: CoreWeave Forge, formerly Weights & Biases (W&B), Cerebras, DeepInfra, Fireworks AI,…
Top 10+ Managed File Transfer Software Tested: See the Best One
We tested Files.com, Thru, Cerberus FTP Server, Serv-U MFT Server, Diplomat MFT, and bTrade TDXchange hands-on, working through setup, file transfer workflows, security configuration, automation, and administration. See the MFT benchmark methodology for our scoring criteria and how each score was calculated. * Providers with “-” have not provided us access yet. Feature coverage data…
Top 5 Website Unblockers Benchmarked & Compared
We benchmarked 4 leading web data providers across the top 10,000 domains, running a total of 260,000 requests. Each provider was tested at multiple concurrency levels to measure how they behave under increasing load. We also ran a separate markdown extraction test on 10,000 URLs, with Exa added, to measure how often each provider returns…
Top Firecrawl Alternatives: Features & Pricing
Firecrawl is an AI-native web scraping and crawling API that converts dynamic web pages into LLM-ready Markdown and structured data. We compared its alternatives across benchmarks and features. We left out JavaScript rendering, search endpoints, structured JSON output and MCP server support. Nearly every product here offers all four, so they no longer separate one…
Top 5 Job Posting Scraper APIs Compared
We benchmarked 5 leading web scraping providers across 5 major job platforms by running 12,500 requests in total, then measured each provider’s success rate, completion time, and metadata output. You can read benchmark methodology section for more details on the testing process = supported, returns HTML = supported, returns structured data = no data returned…
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. Vendors are ranked by the number of structured metadata fields…
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