ASTRA-32B-Thinking-v1-i1-GGUF vs gemma-3-4b-it-GGUF — Trust Score Comparison

Name: ASTRA-32B-Thinking-v1-i1-GGUF vs gemma-3-4b-it-GGUF Trust Comparison
Creator: Nerq

Side-by-side trust comparison of ASTRA-32B-Thinking-v1-i1-GGUF and gemma-3-4b-it-GGUF. Scores based on security, compliance, maintenance, popularity, and ecosystem signals.

ASTRA-32B-Thinking-v1-i1-GGUF scores 54.4/100 (D) while gemma-3-4b-it-GGUF scores 62.6/100 (C) on the Nerq Trust Score. gemma-3-4b-it-GGUF leads by 8.2 points. ASTRA-32B-Thinking-v1-i1-GGUF is a uncategorized tool with 0 stars. gemma-3-4b-it-GGUF is a other tool with 174 stars.

ASTRA-32B-Thinking-v1-i1-GGUF

54.4

Categoryuncategorized

Stars0

Sourcehuggingface_full

Compliance87

gemma-3-4b-it-GGUF

62.6

Categoryother

Stars174

Sourcehuggingface_search

Compliance100

Maintenance0

Documentation0

Detailed Metric Comparison

Metric	ASTRA-32B-Thinking-v1-i1-GGUF	gemma-3-4b-it-GGUF
Trust Score	54.4/100	62.6/100
Grade	D	C
Stars	0	174
Category	uncategorized	other
Security	N/A	N/A
Compliance	87	100
Maintenance	N/A	0
Documentation	N/A	0
EU AI Act Risk	N/A	minimal
Verified	No	No

Verdict

gemma-3-4b-it-GGUF leads with a trust score of 62.6/100 compared to ASTRA-32B-Thinking-v1-i1-GGUF's 54.4/100 (a 8.2-point difference). gemma-3-4b-it-GGUF scores higher on compliance (100 vs 87). Both agents should be evaluated based on your specific requirements.

Detailed Analysis

Maintenance & Activity

Activity scores reflect how actively each project is maintained. ASTRA-32B-Thinking-v1-i1-GGUF: N/A, gemma-3-4b-it-GGUF: 0.

Documentation

Documentation quality is evaluated based on README, API docs, and example coverage. ASTRA-32B-Thinking-v1-i1-GGUF: N/A, gemma-3-4b-it-GGUF: 0.

Community & Adoption

ASTRA-32B-Thinking-v1-i1-GGUF has 0 GitHub stars while gemma-3-4b-it-GGUF has 174. gemma-3-4b-it-GGUF has significantly broader community adoption, which typically means more Stack Overflow answers, more third-party tutorials, and faster ecosystem development.

When to Choose Each Tool

Choose ASTRA-32B-Thinking-v1-i1-GGUF if you need:

Consider if it better fits your specific use case

Choose gemma-3-4b-it-GGUF if you need:

Higher overall trust score — more reliable for production use
Larger community (174 vs 0 stars)

Switching from ASTRA-32B-Thinking-v1-i1-GGUF to gemma-3-4b-it-GGUF (or vice versa)

When migrating between ASTRA-32B-Thinking-v1-i1-GGUF and gemma-3-4b-it-GGUF, consider these factors:

API Compatibility: ASTRA-32B-Thinking-v1-i1-GGUF (uncategorized) and gemma-3-4b-it-GGUF (other) serve different categories, so migration may require significant refactoring.
Security Review: Run a security audit after migration. Check the ASTRA-32B-Thinking-v1-i1-GGUF safety report and gemma-3-4b-it-GGUF safety report for known issues.
Testing: Ensure your test suite covers all integration points before switching in production.
Community Support: ASTRA-32B-Thinking-v1-i1-GGUF has 0 stars and gemma-3-4b-it-GGUF has 174. Larger communities typically mean better Stack Overflow answers and migration guides.

ASTRA-32B-Thinking-v1-i1-GGUF Safety Report gemma-3-4b-it-GGUF Safety Report ASTRA-32B-Thinking-v1-i1-GGUF Alternatives gemma-3-4b-it-GGUF Alternatives

Frequently Asked Questions

Which is safer, ASTRA-32B-Thinking-v1-i1-GGUF or gemma-3-4b-it-GGUF?

Based on Nerq's independent trust assessment, ASTRA-32B-Thinking-v1-i1-GGUF has a trust score of 54.4/100 (D) while gemma-3-4b-it-GGUF scores 62.6/100 (C). The 8.2-point difference suggests gemma-3-4b-it-GGUF has a stronger trust profile. Trust scores are based on security, compliance, maintenance, documentation, and community adoption.

How do ASTRA-32B-Thinking-v1-i1-GGUF and gemma-3-4b-it-GGUF compare on security?

ASTRA-32B-Thinking-v1-i1-GGUF has a security score of N/A/100 and gemma-3-4b-it-GGUF scores N/A/100. There is a notable difference in their security assessments. ASTRA-32B-Thinking-v1-i1-GGUF's compliance score is 87/100 (EU risk: N/A), while gemma-3-4b-it-GGUF's is 100/100 (EU risk: minimal).

Should I use ASTRA-32B-Thinking-v1-i1-GGUF or gemma-3-4b-it-GGUF?

The choice depends on your requirements. ASTRA-32B-Thinking-v1-i1-GGUF (uncategorized, 0 stars) and gemma-3-4b-it-GGUF (other, 174 stars) serve different use cases. On trust, ASTRA-32B-Thinking-v1-i1-GGUF scores 54.4/100 and gemma-3-4b-it-GGUF scores 62.6/100. Review the full KYA reports for each agent before making a decision. Consider factors like integration requirements, documentation quality (N/A vs 0), and maintenance activity (N/A vs 0).

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Last updated: 2026-05-13 | 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.