Research Library
Explore our research, benchmarks, and practical guides on enterprise AI and software.
- Agentic AI FrameworksOpen World EvaluationNov 2
20+ AI Agent Builders: Microsoft, CrewAI, LangGraph and More
After reviewing the documentation and spending several hours testing these AI agent builders, we compiled a list of the best open-source frameworks and low-code/no-code platforms. To demonstrate AI agent builder use cases, we provided a tutorial on building a product-expert agent with CrewAI. Low-code/no-code platforms with prebuilt tools are best for enterprise workflow automation tasks…
- Workload AutomationOpen World EvaluationNov 2
Compare Top 12 Open Source Job Schedulers
Businesses leverage open source job schedulers and workload automation tools to automate IT tasks without paying licensing costs or getting locked in to a specific vendor. Explore top open-source job schedulers, from workflow orchestrators to embedded libraries, with their GitHub star history, license, environment, and production-grade capabilities: The following is a sortable list of the…
- Scraping ToolsBenchmarkNov 2
5 Best Google Maps Scraper APIs: Tested & Ranked
To find the best Google Maps scraper, we benchmarked five web scraping providers, Apify, SerpApi, Oxylabs, Zyte and Nimble, by requesting the same 1,000 businesses from each. The businesses span 10 categories across 10 US cities, for 5,000 requests in total. Since all providers exceeded 90% success, we compared completion time: Only SerpApi and Apify…
- Agentic AIInsightNov 2
10+ Agentic AI Trends and Examples
We reviewed and compared Agentic AI trends from several major industry reports, benchmarks, and vendor disclosures. The sources point out that the future of agentic AI is about integrating AI deeply and transforming business approaches by restructuring current frameworks. Key takeaways: As organizations scale their AI and analytics initiatives, maintaining high data quality across pipelines…
- Scraping ToolsBenchmarkNov 2
We Tested the Best SERP Scraper APIs
We benchmarked 5 SERP providers using 7,000 live requests across Google, Bing, and Yandex. See which providers came out ahead on success rate and speed: Read the full methodology. We also run live requests every 15 min, with caching disabled, a 60s timeout, and 250+ queries across Google, Bing, and Yandex in the United States.…
- Network SecurityBenchmarkNov 1
Bot Detection: 9 Anti-Bot Vendors Benchmarked
We measured content retrieval across more than 3,800 labelled domains using three commercial scraping services. We grouped the results by the anti-bot companies identified on those domains. Cloudflare was identified on 73.3% of the 3,859 labelled domains. The block rate for this group was 6.7%. Imperva was identified on 3.7% of domains, with a block…