Statlint reads the statistics in any research paper and mathematically proves which results are impossible — unifying seven peer-reviewed forensic methods into a single, editor-ready report.
No signup. Nothing stored. Works on PDF, text, or data files — across every field.
Papers report means no dataset could produce, standard deviations that break algebra, and p-values that don't match their own tests. Most are never checked — reviewers and editors don't have the time or the tools. Statlint gives them both.
Paste a results paragraph, or upload a PDF, JSON, or CSV. Nothing is stored.
Seven forensic checks recompute and cross-examine every number you reported.
Proven impossibilities first, heuristic flags clearly separated, each in plain English.
Five return mathematical proofs. Two return heuristic flags. Statlint never confuses the two.
If a paper reports means, SDs, p-values, or test statistics, Statlint can check it. The methods are field-agnostic by construction.
Statlint draws a hard line between a mathematical impossibility — proven, the numbers cannot all be right — and a statistical suspicion, a flag worth a second look that proves nothing on its own. The engine is validated against thousands of real datasets to guarantee it never flags genuine data. Every finding is a question to put to the authors, not a verdict on them.
Paste a results paragraph or upload a file. Your report opens in a new tab — nothing is saved.
Statlint analyzes your input in memory and returns a report. It does not store documents.