Comparisons
How Atlas compares
Honest comparisons against the tools researchers already use. Where Atlas wins, where the other tool wins, and how to choose.
Atlas vs Deepnote
An agent that builds, not a copilot that suggests
Deepnote is a collaborative data notebook with AI assistance. Atlas is an AI agent that does the building — writing and executing reactive notebooks cell-by-cell, with your papers, data, and LaTeX write-ups in the same workspace.
Read the comparisonAtlas vs Hex
Built for research, not for BI
Hex is a polished analytics workspace for teams shipping data apps from a warehouse. Atlas is an AI research workspace — an agent that builds reactive notebooks from your questions, sources, and data, and writes up the results.
Read the comparisonAtlas vs Overleaf
The paper and the analysis, in one workspace
Overleaf is the standard for collaborative LaTeX. Atlas puts the LaTeX editor next to the notebooks that produce your figures and tables — with an AI agent that drafts both, and live compilation as you type.
Read the comparisonAtlas vs Jupyter
Notebooks that can't lie about their state
Jupyter is free, local, and everywhere. Atlas is a hosted research workspace built on reactive marimo notebooks — an AI agent does the building, dependent cells re-run automatically, and your sources and papers live alongside the code.
Read the comparison