Jan-v1-4B-GGUF vs LongAlpaca-12k — Trust Score Comparison

Name: Jan-v1-4B-GGUF vs LongAlpaca-12k Trust Comparison
Creator: Nerq

Side-by-side trust comparison of Jan-v1-4B-GGUF and LongAlpaca-12k. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

Jan-v1-4B-GGUF scores 59.7/100 (D) while LongAlpaca-12k scores 56.2/100 (D) on the Nerq Trust Score. Jan-v1-4B-GGUF leads by 3.5 points. Jan-v1-4B-GGUF is a communication tool with 138 stars. LongAlpaca-12k is a AI assistant tool with 86 stars.

Jan-v1-4B-GGUF

59.7

Categorycommunication

Stars138

Sourcehuggingface_author2

Compliance87

Maintenance0

Documentation0

LongAlpaca-12k

56.2

CategoryAI assistant

Stars86

Sourcehuggingface_dataset_full

Compliance100

Maintenance0

Documentation0

Detailed Metric Comparison

Metric	Jan-v1-4B-GGUF	LongAlpaca-12k
Trust Score	59.7/100	56.2/100
Grade	D	D
Stars	138	86
Category	communication	AI assistant
Security	N/A	N/A
Compliance	87	100
Maintenance	0	0
Documentation	0	0
EU AI Act Risk	N/A	N/A
Verified	No	No

Verdict

Jan-v1-4B-GGUF leads with a trust score of 59.7/100 compared to LongAlpaca-12k's 56.2/100 (a 3.5-point difference). Both agents should be evaluated based on your specific requirements.

Detailed Analysis

Maintenance & Activity

Jan-v1-4B-GGUF demonstrates stronger maintenance activity (0/100 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

Jan-v1-4B-GGUF 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

Jan-v1-4B-GGUF has 138 GitHub stars while LongAlpaca-12k has 86. Both tools have comparable community sizes, suggesting similar levels of ecosystem support and third-party resources.

When to Choose Each Tool

Choose Jan-v1-4B-GGUF if you need:

Higher overall trust score — more reliable for production use
Larger community (138 vs 86 stars)

Choose LongAlpaca-12k if you need:

Consider if it better fits your specific use case

Switching from Jan-v1-4B-GGUF to LongAlpaca-12k (or vice versa)

When migrating between Jan-v1-4B-GGUF and LongAlpaca-12k, consider these factors:

API Compatibility: Jan-v1-4B-GGUF (communication) and LongAlpaca-12k (AI assistant) serve different categories, so migration may require significant refactoring.
Security Review: Run a security audit after migration. Check the Jan-v1-4B-GGUF safety report and LongAlpaca-12k safety report for known issues.
Testing: Ensure your test suite covers all integration points before switching in production.
Community Support: Jan-v1-4B-GGUF has 138 stars and LongAlpaca-12k has 86. Larger communities typically mean better Stack Overflow answers and migration guides.

Jan-v1-4B-GGUF Safety Report LongAlpaca-12k Safety Report Jan-v1-4B-GGUF Alternatives LongAlpaca-12k Alternatives

Frequently Asked Questions

Which is safer, Jan-v1-4B-GGUF or LongAlpaca-12k?

Based on Nerq's independent trust assessment, Jan-v1-4B-GGUF has a trust score of 59.7/100 (D) while LongAlpaca-12k scores 56.2/100 (D). The 3.5-point difference suggests Jan-v1-4B-GGUF has a stronger trust profile. Trust scores are based on security, compliance, maintenance, documentation, and community adoption.

How do Jan-v1-4B-GGUF and LongAlpaca-12k compare on security?

Jan-v1-4B-GGUF has a security score of N/A/100 and LongAlpaca-12k scores N/A/100. There is a notable difference in their security assessments. Jan-v1-4B-GGUF's compliance score is 87/100 (EU risk: N/A), while LongAlpaca-12k's is 100/100 (EU risk: N/A).

Should I use Jan-v1-4B-GGUF or LongAlpaca-12k?

The choice depends on your requirements. Jan-v1-4B-GGUF (communication, 138 stars) and LongAlpaca-12k (AI assistant, 86 stars) serve different use cases. On trust, Jan-v1-4B-GGUF scores 59.7/100 and LongAlpaca-12k scores 56.2/100. 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 (0 vs 0).

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Last updated: 2026-05-03 | 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.