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Nazlı Şipi

Nazlı Şipi

AI Researcher
38 Articles
Stay up-to-date on B2B Tech
Nazlı is a data analyst at AIMultiple. She has prior experience in data analysis across various industries, where she worked on transforming complex datasets into actionable insights.

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

Data
Insight
Sep 10

Best AI Web Scraping Tools Benchmarked

Sites change their layout and the fields you need from a page shift over time. These changes break manually-coded scrapers. AI scrapers can be updated with simple prompts, and some can repair a saved scraper when the site changes. We benchmarked top AI web scraping tools across the top 10 e-commerce domains to see their…

Data
Benchmark
Sep 8

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…

Data
Open World Evaluation
Sep 7

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…

AI
Insight
Sep 2

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…

Data
Benchmark
Sep 2

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…

AI
Benchmark
Sep 1

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…

Agentic AI
Benchmark
Aug 27

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…

Data
Benchmark
Aug 27

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…

Data
Benchmark
Aug 27

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…

Data
Open World Evaluation
Aug 27

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…

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