Atlas Reports

Research reports

Published comparisons of AI tools for working with research papers. Each report describes its scope, compares product capabilities and explains how those capabilities support the reading workflow.

For testing criteria and the fixed paper corpus, read the Atlas 2026 PDF AI Benchmark.

1. Chat With a Paper

   A comparison of ChatGPT, NotebookLM, Anara, Jenni and Atlas across 10 paper-reading capabilities.