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
LLM Observability Tools: Weights & Biases, Langsmith
LLM applications have expanded from single-turn chats into multi-step agents that use tools, query databases, and coordinate with other models, making their behavior harder to interpret. LLM observability provides continuous visibility into these complex workflows, helping organizations monitor quality, detect failures, troubleshoot issues, and manage performance and costs. W&B Weave is Weights & Biases‘ LLM…
The Best LinkedIn Scrapers
We benchmarked four LinkedIn scraping APIs with 4,000 requests, sending each provider the same 1,000 LinkedIn post URLs. For every request we measured success rate, completion time, and the number of parsed metadata fields returned. Read our methodology for details about the LinkedIn benchmark. This chart compares the daily success rates of LinkedIn scraper APIs…
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. We benchmarked the most widely used providers on OpenRouter: Cerebras, DeepInfra, Fireworks AI, Groq, Nebius, and SambaNova, using the GPT-OSS-120B…
AI Hallucination Detection Tools: W&B Weave & Comet
We benchmarked three hallucination detection tools: Weights & Biases (W&B) Weave HallucinationFree Scorer, Arize Phoenix HallucinationEvaluator, and Comet Opik Hallucination Metric, across 100 test cases. Each tool was evaluated on accuracy, precision, recall, and latency. We tested 100 responses (50 correct, 50 hallucinated) from factual Q&A scenarios against their source context. See the benchmark methodology.…
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 10+ Agentic Orchestration Frameworks & Tools
We benchmarked four major agentic frameworks using an identical five-agent travel-planning workflow and consistent LLM settings. Each framework was executed 100 times, and we measured pipeline latency, token usage, agent-to-agent transitions, and the agent-to-tool execution gap to isolate true orchestration overhead. All frameworks successfully completed the task across 100 run each. However, LangGraph finished 2.2x…
Best AliExpress Scrapers: Decodo, Nimble & Zyte
We benchmarked 4 web scraping providers on aliexpress.com and sent a total of 200 requests at concurrency 5. The results were filtered from e-commerce scraping benchmark, which ran across 100 domains at three concurrency levels (5, 100, and 5000). Read AliExpress scraping benchmark methodology for more details about our testing process. Decodo reached 78% success…
Etsy Scrapers: Benchmarked Top 4 APIs
We benchmarked 4 web scraping providers on etsy.com. The results were filtered from our e-commerce scraping benchmark covering 100 e-commerce domains. A total of 200 requests were sent to Etsy at concurrency 5. You can read more about our Etsy scraping benchmark methodology. You can scrape either product or search pages and get full product…
Web Archive APIs: 4 Top Providers Tested & Compared
A web archive holds pages that were collected before you asked for them, so you can pull them without crawling the sites yourself. What each provider stores, and how much of it they will hand over, varies a lot. We tested 4 of them with sample queries to see how they work and what they…
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. In addition, we ran a dedicated markdown extraction test on 10,000 URLs to evaluate how each provider handles clean content delivery…
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