Adoption Check
Intended use: Example: schema validation in the Python risk-scoring service
Last checked 19 Oct 2026, 05:17 UTC · method 2026-10-12.2
100% of weight had data
pydantic/pydantic receives a Healthy verdict, supported by massive adoption of 241,971,751 downloads last week on PyPI and active maintenance with 18 releases in the last 365 days. None of the 4 known vulnerabilities affect the latest version (2.14.1). However, checks on the default branch are failing, and maintainers responded to 16 percent of sampled items.
None of the 4 known vulnerabilities for pydantic (PyPI) affect the latest version (2.14.1).
Source: None of the 4 known vulnerabilities for pydantic (PyPI) affect the latest version (2.14.1).
18 releases in the last 365 days.
Source: 18 releases in the last 365 days.
241,971,751 downloads last week on PyPI.
Source: 241,971,751 downloads last week on PyPI.
Maintainers responded to 16 percent of sampled items.
Source: Maintainers responded to 16 percent of sampled items.
Checks on the default branch are failing.
Source: Checks on the default branch are failing.
Uncertainty: Response time and maintainer engagement metrics were evaluated using a sample of 43 issues and 50 pull requests from the last 90 days.
Written by Gemini Flash from the metrics and reasons below; every number was checked against the data, and the verdict and score come from fixed rules, not the model.
Explained
2 concerns8 neutral9 positive
Score 82 from 100% of the weight; no hard gates applied.Breakdown
Weight 20
65Watch
Weight 15
90Healthy
Weight 15
100Healthy
Weight 10
100Healthy
Weight 10
58Watch
sampled (93 items)
Weight 10
85Healthy
Weight 10
100Healthy
Weight 5
20Risky
Weight 5
100Healthy
Over time
History
No decision recorded yet. Status: Evaluating.