James Kowalski

James Kowalski

AI Benchmarks & Tools Analyst

James is a software engineer turned tech writer who spent six years building backend systems at a fintech startup in Chicago before pivoting to full-time analysis of AI tools and infrastructure. His engineering background means he doesn't just read the spec sheet - he runs the benchmarks, profiles the latency, and checks whether the marketing claims hold up under real workloads.

He studied Computer Science at the University of Illinois at Urbana-Champaign, where he first got hooked on natural language processing during a senior research project on sentiment analysis. He later completed a certificate in data journalism from Northwestern's Medill School.

At Awesome Agents, James owns the leaderboards and tool comparison coverage. He maintains the site's benchmark tracking methodology and is the person who actually runs the numbers before publishing any ranking. He is also an open-source advocate and contributes to several projects in the LLM inference space.

Based in Chicago, IL.

Articles by James Kowalski
Best AI Survey Analysis Tools 2026 - 5 Compared

Best AI Survey Analysis Tools 2026 - 5 Compared

A hands-on comparison of the top AI survey analysis platforms in 2026, covering SurveyMonkey, Qualtrics, Typeform, Qualaroo, and Zonka Feedback on pricing, NLP depth, and real-world usability.

Best AI Spreadsheet Tools 2026 - 5 Compared

Best AI Spreadsheet Tools 2026 - 5 Compared

A data-driven comparison of the top AI spreadsheet tools in 2026, covering pricing, features, and honest limitations of Copilot, Quadratic, Julius AI, Numerous, and GPT for Work.

Best AI Inventory Management Tools 2026

Best AI Inventory Management Tools 2026

A ranked comparison of the best AI inventory management tools in 2026, covering pricing, demand forecasting, automation, and which tool fits which business size.

Best AI Customer Success Tools 2026 - 6 Compared

Best AI Customer Success Tools 2026 - 6 Compared

A data-driven comparison of six AI customer success platforms including Gainsight, ChurnZero, Vitally, Planhat, Totango+Catalyst, and Custify, covering pricing, health scoring, churn prediction, and who each tool fits.

Best AI Link Building Tools 2026 - 5 Compared

Best AI Link Building Tools 2026 - 5 Compared

A hands-on comparison of the five best AI link building tools in 2026 - Pitchbox, Respona, BuzzStream, Postaga, and Hunter.io - with pricing, honest verdicts, and a full feature table.

Best AI Affiliate Marketing Tools 2026

Best AI Affiliate Marketing Tools 2026

A data-driven comparison of the best AI tools for affiliate marketers in 2026, covering content creation, SEO optimization, tracking, and partner management.