photoprism vs ultralytics — Trust Score Comparison

Name: photoprism vs ultralytics Trust Comparison
Creator: Nerq

Side-by-side trust comparison of photoprism and ultralytics. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

photoprism scores 59.3/100 (C) while ultralytics scores 71.8/100 (B) on the Nerq Trust Score. ultralytics leads by 12.5 points. photoprism is a other agent with 39,352 stars. ultralytics is a other agent with 53,451 stars, Nerq Verified.

photoprism

59.3

Categoryother

Stars39,352

Sourcegithub

Security0

Compliance92

Maintenance1

Documentation0

ultralytics

71.8

B verified

Categoryother

Stars53,451

Sourcegithub

Security0

Compliance92

Maintenance0

Documentation0

Detailed Metric Comparison

Metric	photoprism	ultralytics
Trust Score	59.3/100	71.8/100
Grade	C	B
Stars	39,352	53,451
Category	other	other
Security	0	0
Compliance	92	92
Maintenance	1	0
Documentation	0	0
EU AI Act Risk	minimal	N/A
Verified	No	Yes

Verdict

ultralytics leads with a trust score of 71.8/100 compared to photoprism's 59.3/100 (a 12.5-point difference). Both agents should be evaluated based on your specific requirements.

Detailed Analysis

Security

photoprism leads on security with a score of 0/100 compared to ultralytics's 0/100. This score reflects dependency vulnerability analysis, known CVE exposure, and security best practices. A higher security score means fewer known vulnerabilities and better security hygiene in the codebase.

Maintenance & Activity

photoprism demonstrates stronger maintenance activity (1/100 vs 0/100). This metric captures commit frequency, issue response times, and release cadence. Actively maintained tools receive faster security patches and are less likely to accumulate technical debt.

Documentation

photoprism has better documentation (0/100 vs 0/100). Good documentation reduces onboarding time and helps teams adopt the tool safely. This score evaluates README completeness, API documentation, code examples, and tutorial availability.

Community & Adoption

photoprism has 39,352 GitHub stars while ultralytics has 53,451. Both tools have comparable community sizes, suggesting similar levels of ecosystem support and third-party resources.

When to Choose Each Tool

Choose photoprism if you need:

More actively maintained with faster release cadence

Choose ultralytics if you need:

Higher overall trust score — more reliable for production use
Larger community (53,451 vs 39,352 stars)

Switching from photoprism to ultralytics (or vice versa)

When migrating between photoprism and ultralytics, consider these factors:

API Compatibility: photoprism (other) and ultralytics (other) share similar interfaces since they are in the same category.
Security Review: Run a security audit after migration. Check the photoprism safety report and ultralytics safety report for known issues.
Testing: Ensure your test suite covers all integration points before switching in production.
Community Support: photoprism has 39,352 stars and ultralytics has 53,451. Larger communities typically mean better Stack Overflow answers and migration guides.

photoprism Safety Report ultralytics Safety Report photoprism Alternatives ultralytics Alternatives

Frequently Asked Questions

Which is safer, photoprism or ultralytics?

Based on Nerq's independent trust assessment, photoprism has a trust score of 59.3/100 (C) while ultralytics scores 71.8/100 (B). The 12.5-point difference suggests ultralytics has a stronger trust profile. Trust scores are based on security, compliance, maintenance, documentation, and community adoption.

How do photoprism and ultralytics compare on security?

photoprism has a security score of 0/100 and ultralytics scores 0/100. Both have comparable security profiles. photoprism's compliance score is 92/100 (EU risk: minimal), while ultralytics's is 92/100 (EU risk: N/A).

Should I use photoprism or ultralytics?

The choice depends on your requirements. photoprism (other, 39,352 stars) and ultralytics (other, 53,451 stars) serve similar use cases. On trust, photoprism scores 59.3/100 and ultralytics scores 71.8/100. Review the full KYA reports for each agent before making a decision. Consider factors like integration requirements, documentation quality (0 vs 0), and maintenance activity (1 vs 0).

Related Comparisons

Last updated: 2026-05-21 | Data refreshed weekly
Disclaimer: Nerq trust scores are automated assessments based on publicly available signals. They are not endorsements or guarantees. Always conduct your own due diligence.