Research Library
Explore our research, benchmarks, and practical guides on enterprise AI and software.
- Agentic AI FrameworksInsightNov 3
5 Agentic AI Design Patterns & Real-World Examples
Agentic AI design patterns enhance the autonomy of large language smodels (LLMs) like Llama, Claude, or GPT by leveraging tool-use, decision-making, and problem-solving. This brings a structured approach for creating and managing autonomous agents in several use cases. An agent is considered more intelligent if it consistently chooses actions that lead to outcomes more closely…
- LLMBenchmarkNov 3
AIM-Text-to-SQL Benchmark: SQL Accuracy Across 70+ LLMs
SQL accuracy is the percentage of scored queries that return the reference result. Incorrect routes and references flagged as broken are excluded. A reference query is the SQL supplied as the expected answer. Each model reaches a different set of SQL questions because scoring depends on its database choices. Differences in these subsets and execution…
- Social Media ScrapingBenchmarkNov 3
Best TikTok Scrapers: Scrape Video 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 benchmarked six web scraping APIs with 6,000 TikTok requests, sending each provider the same 1,000 URLs: 500 profiles and 500 posts. For every request we measured success rate, completion time, and the…
- Network SecurityOpen World EvaluationNov 3
Top 40+ Network Security Audit Tools
Network security audit tools scan a network and report on its security. They flag threats, vulnerabilities, and missing patches, then alert administrators. These tools vary widely in function. Some handle patch management. Others fall into the categories below: These tools scan these assets for vulnerabilities that attackers could exploit. They create a detailed inventory of…
- Social Media ScrapingBenchmarkNov 3
The Best LinkedIn Scrapers
We benchmarked four scraping APIs with 6,000 LinkedIn requests, sending each provider the same 1,500 URLs: 500 profiles, 500 company pages and 500 posts. 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. Bright Data was the only…
- SustainabilityInsightNov 3
AI Energy Consumption Statistics
A recent forecast predicts AI will use over half of data center electricity by 2028.As compute-intensive workloads such as generative AI expand, total electricity demand is also expected to rise. We covered data from the IEA, MIT, and major cloud providers to identify AI energy consumption efficiency trends and policy responses and best practices. We…