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Compare the job, operating effort and licensing limits of reviewed projects. No automatic winner.
Higher scores indicate easier setup, fewer commercial restrictions or broader scope. Editorial judgments, not benchmarks.
| Dimension | MarkItDown | Docling |
|---|---|---|
| The job | Convert supported files to Markdown before text processing. Optional format extras and services change the installation and data path. | Parse documents into a structured representation for downstream workflows; inspect structure as well as exported text. |
| When to evaluate | Start here when readable Markdown is the acceptance target. Check table cells, links and missing text on your own files. | Evaluate when reading order, table structure and source references matter. Test the same corpus and configuration as competing converters. |
| Deployment ease | 7/10 | 6/10 |
| Commercial usability | 9/10 | 9/10 |
| Capability ceiling | 7/10 | 8/10 |
| License conditions | MIT code; retain notices. Plugins, documents and external services have their own conditions. | MIT code; model licenses are separate. Check the exact model artifacts and document rights. |
| Limits | Not a layout-faithful reproduction tool. OCR and optional external processing need separate setup and permission checks. | Model artifacts and chosen OCR pipelines add operating requirements. Feature coverage does not prove accuracy on your documents. |
| Sources and analysis | Official repository and license ↗ Read analysis →Checked 2026-10-16 · Version unspecified | Official repository and licensing notes ↗ Read analysis →Checked 2026-10-16 · Version unspecified |
Start with the job you need done, not the highest score. Choose two to four reviewed projects. The three 0–10 scores are editorial judgments retained from our October 15, 2026 analyses: higher means easier deployment, fewer commercial restrictions, or broader capability within the project's own task. They are not benchmarks and are not comparable performance measurements across tasks. Official-source checks dated below cover descriptions and license pointers, not a fresh matched test. Read each full analysis for the score basis.
For a document-ingestion shortlist, select MarkItDown and Docling. Use the same authorized sample with a table and a scanned counterpart. Decide whether plain Markdown is enough or whether you need structured layout output. Record missing cells, reading order and source references in the trial worksheet; do not infer a winner from the 7 versus 8 capability scores.
This curated snapshot is not a live inventory. An unspecified source version means the linked repository documentation was checked, not that all releases were tested. Unknown is not zero. Scores omit your staffing, sensitive-data policy and exact configuration. No combined score, performance promise or commercial authorization is produced.
Git-Stars Editorial · Independent tools; not affiliated with the projects mentioned. Editorial policy