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 Tools for Restaurants 2026

Best AI Tools for Restaurants 2026

A hands-on comparison of six AI tools for restaurants - covering reservations, inventory, marketing, and food waste reduction, with verified pricing.

Best AI Tools for Nonprofits 2026

Best AI Tools for Nonprofits 2026

Verified comparison of the six best AI tools for nonprofits in 2026, covering grant writing, donor management, and volunteer coordination - with actual pricing.

Best AI Tools for Startups 2026 - 6 Compared

Best AI Tools for Startups 2026 - 6 Compared

Six AI tools every startup should know in 2026, compared on pricing, features, and honest trade-offs across productivity, pitching, CRM, writing, analytics, and meeting intelligence.

Best AI Tools for Journalists 2026

Best AI Tools for Journalists 2026

A data-driven comparison of six AI tools journalists are actually using in 2026, covering transcription, research, fact-checking, and writing.

Best AI Corporate Training Tools 2026

Best AI Corporate Training Tools 2026

A hands-on comparison of the top AI-powered corporate training and L&D platforms in 2026, with verified pricing, feature breakdowns, and honest assessments.

Best AI Flashcard and Study Tools 2026

Best AI Flashcard and Study Tools 2026

A ranked comparison of the best AI-powered flashcard and study tools in 2026 - Anki, Quizlet, RemNote, Knowt, and Brainscape - with real pricing, feature breakdowns, and honest picks.

Best AI ETL and Data Pipeline Tools 2026

Best AI ETL and Data Pipeline Tools 2026

A hands-on comparison of the top AI-powered ETL and data pipeline tools in 2026, covering Airbyte, Fivetran, Estuary, dbt, and Mage with real pricing and honest trade-offs.

Best AI Tutoring Tools in 2026

Best AI Tutoring Tools in 2026

Five AI tutoring platforms tested and compared by price, subject coverage, pedagogy quality, and who each one actually suits in 2026.