Research Library
Explore our research, benchmarks, and practical guides on enterprise AI and software.
- Social Media ScrapingBenchmarkNov 3
Best Social Media Scrapers: 37K Requests Tested
We sent 37,000 test requests to 7 scraping APIs across 6,500 Facebook, Instagram, LinkedIn, TikTok and X pages to find the most reliable social media scraper. Average metadata fields shows how many structured data fields a provider returns per successful page, such as follower count, post date or caption. JSON providers deliver these fields ready…
- Quantum ComputingInsightNov 3
Quantum Annealing: Practical Quantum Computing
Quantum annealing is a promising quantum technology for companies with urgent optimization problems that traditional computers cannot solve quickly. It can be used to solve optimization problems more effectively than traditional computers. However, it is still mostly used in academia, and more R&D is required to build commercial quantum annealers. There are different approaches to…
- AI AgentsInsightNov 3
Best 50+ Open Source AI Agents Listed
Everyone has been building AI agents so after hands-on testing with popular AI coding agents, AI agent builders and tools use benchmarks to evaluate their real-world capabilities, we put together a curated list of the best 50+ open source AI agents. Click the category headers to jump straight to our top picks: Agent development &…
- AI CodingOpen World EvaluationNov 3
Top 22 Version Control Tools
At AIMultiple, we use version control tools every day to manage the code for over 1,000 web pages across multiple projects. Based on our experience, we picked the top version control tools, including open-source and proprietary software: Git is a free and open-source distributed version control system originally created by Linus Torvalds in 2005 for…
- Social Media ScrapingInsightNov 3
Best Facebook Scrapers: Apify, Oxylabs & Decodo
We benchmarked seven web scraping APIs with 9,000 Facebook requests on 1,500 URLs: 500 profiles, 500 posts and 500 reels. For every request we measured success rate, completion time, and the number of parsed metadata fields returned. Bright Data returned JSON for every Facebook page type. Apify returned JSON for profiles and posts, SerpApi and…
- LLMBenchmarkNov 3
Benchmark of 90+ LLMs in Finance: Claude Opus 5.5 & Gemini 4 Argon
The test set is the hard subset of the FinanceReasoning benchmark (Tang et al.), with 238 questions. Accuracy is the percentage of questions answered correctly. Numerical answers receive a 0.2% relative tolerance. Output tokens are the tokens generated across the 238 answers. Input tokens are counted separately in the cost calculation. Cost is the calculated…