Is Beanmachine Safe?

Beanmachine — Nerq Trust Score 44.1/100 (D grade). Based on analysis of 2 trust dimensions, it is has notable safety concerns. Last updated: 2026-03-31.

Exercise caution with Beanmachine. Beanmachine is a Python package with a Nerq Trust Score of 44.1/100 (D), based on 3 independent data dimensions. It is below the recommended threshold of 70. Security: 80/100. Popularity: 22/100. Data sourced from PyPI registry, GitHub repository, NVD, OSV.dev, and OpenSSF Scorecard. Last updated: 2026-03-31. Machine-readable data (JSON).

Is Beanmachine safe?

NO — USE WITH CAUTION — Beanmachine has a Nerq Trust Score of 44.1/100 (D). It has below-average trust signals with significant gaps in security, maintenance, or documentation. Not recommended for production use without thorough manual review and additional security measures.

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What is Beanmachine's trust score?

Beanmachine has a Nerq Trust Score of 44.1/100, earning a D grade. This score is based on 2 independently measured dimensions including security, maintenance, and community adoption.

Security
80
Popularity
22

What are the key security findings for Beanmachine?

Beanmachine's strongest signal is security at 80/100. No known vulnerabilities have been detected. It has not yet reached the Nerq Verified threshold of 70+.

Security score: 80/100 (strong)
Popularity: 22/100 — community adoption

What is Beanmachine and who maintains it?

AuthorMeta Platforms, Inc.
Categorypypi
SourceN/A

Beanmachine Across Platforms

Same developer/company in other registries:

Facebook
53/100 · ios
Messenger
53/100 · ios
Messenger Kids – The Messaging
51/100 · android
Facebook Lite
51/100 · android
Messenger
50/100 · android

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Safety Guide: Beanmachine

What is Beanmachine?

Beanmachine is a Python package — Probabilistic Programming Language for Bayesian Inference.

How to Verify Safety

Run pip audit or safety check. Review on PyPI for download stats.

You can also check the trust score via API: GET /v1/preflight?target=beanmachine

Key Safety Concerns for Python packages

When evaluating any Python package, watch for: dependency vulnerabilities, malicious uploads, maintenance status.

Trust Assessment

Beanmachine has a Nerq Trust Score of 44/100 (D) and has not yet reached Nerq trust threshold (70+). This score is based on automated analysis of security, maintenance, community, and quality signals.

Key Takeaways

Frequently Asked Questions

Is Beanmachine safe to use?
Exercise caution. beanmachine has a Nerq Trust Score of 44.1/100 (D). Strongest signal: security (80/100). Score based on security (80/100), popularity (22/100).
What is Beanmachine's trust score?
beanmachine: 44.1/100 (D). Score based on: security (80/100), popularity (22/100). Scores update as new data becomes available. API: GET nerq.ai/v1/preflight?target=beanmachine
What are safer alternatives to Beanmachine?
In the pypi category, more Python packages are being analyzed — check back soon. beanmachine scores 44.1/100.
Does Beanmachine have known vulnerabilities?
Nerq checks Beanmachine against NVD, OSV.dev, and registry-specific vulnerability databases. Current security score: 80/100. Run your package manager's audit command for the latest findings.
How actively maintained is Beanmachine?
Beanmachine has a trust score of 44.1/100 (D). Below Nerq Verified threshold — conduct additional review.
API: /v1/preflight Trust Badge API Docs

Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.

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