Nazlı Şipi

Mobile AI Agents Tested Across 65 Real-World Tasks

We spent 3 days benchmarking four mobile AI agents (DroidRun, Mobile-Agent, AutoDroid, and AppAgent) across 65 real-world tasks using an Android emulator with applications such as calendar management, contact creation, photo capture, audio recording, and file operations. See benchmark results including real-world performance comparison, costs and execution times: Highest success rate (43%) with high cost…

Feature Comparison

Top LLMOps Tools & Compare them to MLOPs

LLMOps platforms handle the operational side of running large language models: deployment, monitoring, evaluation, and cost management. We examined top LLMOps tools, their core features, pricing models, and how they differ from each other to help identify the best fit for various use cases. A breakdown of each metric is provided below: LLMOps platforms support…

Review Scraping Benchmark: Bright Data, Oxylabs & Decodo

We tested 5 web scraping providers across 5 major review platforms for a total of 12,500 requests, and measured success rate, completion time, and metadata fields. You can read benchmark methodology section for more details on the testing process. Bright Data achieved the highest average success rate at 78% across all five review platforms and…

Top 6 LLM Scrapers: ChatGPT, Perplexity & Gemini

We benchmarked how the top LLM scraper providers, including Bright Data, Oxylabs, and Apify, perform at extracting outputs from LLM platforms such as ChatGPT, Gemini, Perplexity, and Google AI Mode. To ensure reliable results, we ran 1,000 tests per provider, repeating each prompt 10 times for consistency. The top-performing provider is detailed below. Providers missing…

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…

Best Twitter (X) Scrapers: Benchmarked

We benchmarked the top Twitter (X) scrapers across 1000 URLs, for a total of 5000 requests. To help you choose the right tool for your Twitter scraping projects, we have categorized the top performers below. Since all providers reached 100% success rate, we compared their completion time. See our benchmark methodology for more details. When…

Agentic AI

Top 5 Open-Source Agentic AI Frameworks

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. We examined how the frameworks themselves influence agent behavior and the resulting impact on latency and token consumption. LangGraph is the fastest framework with the lowest latency values across all…

Open World Evaluation

Top 12 AI Governance Tools Compared

To map the AI governance landscape, we checked 12 leading platforms for their coverage of 11 core capabilities, and highlighted what each tool does best. End-to-end: Cover both sides of governance, regulatory compliance on one side and technical model testing on the other. Compliance: Handle policy, risk, and audit, but leave the technical model testing…

Aug 14

Best TikTok Scrapers: Scrape Video & Profile Data

A TikTok scraper collects public data from TikTok, including video metadata, profile details, engagement metrics, and comments, without using TikTok’s official API. We tested Bright Data, Apify, and Decodo by running 500 unique TikTok video URLs per provider. We measured two dimensions: validation success rate and the breadth of available metadata fields. See our methodology…