Week 45, updated 2 Nov 2026

Compare Research & web data

MarkItDown vs Crawl4AI

Updated : the last week a score, rank or safety result on this page changed.

MarkItDown

54

#22 overall, #3 in Research & web data

No dependencies scanned

  • Maintenance 30%1637
  • Adoption 30%8356
  • Docs 20%6969
  • Community 20%, not measured yet––

Crawl4AI

52

#26 overall, #4 in Research & web data

Caution

MarkItDown scores 2 points higher. MarkItDown leads on adoption; Crawl4AI leads on maintenance.

What this does not tell you

Scores are percentiles of public GitHub signals. Nobody here tested these tools hands-on, so the higher score is not a verdict on which suits your project. Yellow marks the higher value.

Which one fits you

From measured data and licences, not from testing.

Pick MarkItDown if

  • You want the more widely adopted option (adoption 83).

Pick Crawl4AI if

  • Recent activity and releases matter most to you (maintenance 37).

Safety side by side

Automated scan, 2 Nov 2026. Not a manual audit.

  • No dependencies scannedMarkItDownCode checks clean, no lockfile to check
  • CautionCrawl4AI29 critical-severity known vulnerabilities in runtime dependencies (OSV)
Why different labels?

A label partly reflects how much of each tool is visible and scannable, not only how risky it is. A tool without a lockfile cannot get a dependency check.

  • MarkItDown: code and instruction-file checks found nothing, but there is no runtime lockfile or manifest, so dependencies were not checked
  • Crawl4AI: 29 critical-severity known vulnerabilities in runtime dependencies (OSV)

Repo facts

Yellow = the higher value, where higher is better.

FactMarkItDownCrawl4AI
Score5452
Stars193,45486,744
Last push28 Oct1 Nov
Releases, 90 days46
LicenceMITApache-2.0
Open sourceOpen sourceOpen source
LanguagePythonPython
TypeAI toolAI tool
Runs locallyyesyes
Hosted optionunknownmentioned

“Runs locally” and “Hosted option” are read from each README automatically (or from the official docs where noted); “unknown” means no evidence was found, not that it is absent.

Questions about MarkItDown vs Crawl4AI

Answers use this week's StackGrade data.

MarkItDown or Crawl4AI: which scores higher on StackGrade?

MarkItDown scores 2 points higher in Week 45: MarkItDown 54, Crawl4AI 52 out of 100. The score combines maintenance, adoption and docs (percentiles of public GitHub signals): MarkItDown 16, 83 and 69; Crawl4AI 37, 56 and 69. Community (20% weight) is not measured yet. It is not a hands-on test, so a higher score does not say which tool suits your project.

Is MarkItDown or Crawl4AI safer to use?

Safety labels from the automated scan of 2 Nov 2026: MarkItDown: No dependencies scanned, code checks clean, no lockfile to check; Crawl4AI: Caution, 29 critical-severity known vulnerabilities in runtime dependencies (OSV). “No dependencies scanned” means the code checks were clean but there is no lockfile, so dependencies could not be checked; it is not a clean bill. It is an automated scan, not a manual audit.

Which is more widely used, MarkItDown or Crawl4AI?

By GitHub stars: MarkItDown 193,454, Crawl4AI 86,744. Adoption score (percentile among all 52 tracked tools): MarkItDown 83, Crawl4AI 56. Stars are one public signal and do not measure real-world use.

Which licences do MarkItDown and Crawl4AI use?

MarkItDown: MIT; Crawl4AI: Apache-2.0. Read each licence text before commercial use.

Should I pick MarkItDown or Crawl4AI?

Pick MarkItDown if you want the more widely adopted option (adoption 83). Pick Crawl4AI if recent activity and releases matter most to you (maintenance 37). This comes from measured public data and licences only, not from hands-on testing.

Full comparison table, every criterion
MarkItDown vs Crawl4AI, data from 2 Nov 2026
 MarkItDownmicrosoft/markitdownCrawl4AIunclecode/crawl4ai
Score54 52
Rank#22 overall · #3 in use case#26 overall · #4 in use case
Maintenance (30%)1637
Adoption (30%)8356
Docs (20%)6969
Community (20%)not measurednot measured
Safety No dependencies scanned Caution
  • 29 critical-severity known vulnerabilities in runtime dependencies (OSV)
LicenseMITApache-2.0
Open sourceOpen sourceOpen source
LanguagePythonPython
Stars193,45486,744
Last push
TypeAI toolAI tool
Runs locallyyes (README: "pip install")yes (README: "pip install")
Hosted optionunknownmentioned (README: "Crawl4AI Cloud")

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