Grey Swan Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-25.
Grey Swan has a Nerq Trust Score of 40 (E). Provides a MongoDB-integrated platform for systematically documenting and analyzing AI safety challenges, tracking LLM vulnerabilities through detailed thread, message, and model metadata across testi...
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | PrunaAI/Pruna-Q-Image-2.1 | 84 | A- | 157 | Higher trust (84 vs 40); Much larger community; Category: text-to-image |
| 2 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 40); Much larger community; Category: coding |
| 3 | huyydangg/huydang-dek21-embedding | 83 | A- | 40 | Higher trust (83 vs 40); Much larger community; Category: sentence-similarity |
| 4 | IBM/mcp-context-forge | 82 | A | 3.5k | Higher trust (82 vs 40); Much larger community; Category: infrastructure |
| 5 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 40); Much larger community; Category: infrastructure |
| 6 | promptfoo/promptfoo | 82 | A | 18.4k | Higher trust (82 vs 40); Much larger community; Category: security |
| 7 | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 82 | A- | 2.0k | Higher trust (82 vs 40); Much larger community; Category: image-text-to-text |
| 8 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 40); Much larger community; Category: infrastructure |
| 9 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 40); Much larger community; Category: finance |
| 10 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 40); Much larger community; Category: AI tool |
| 11 | nanoclaw | 82 | A | 7.7k | Higher trust (82 vs 40); Much larger community; Category: communication |
| 12 | nanoclaw | 82 | A | 6.9k | Higher trust (82 vs 40); Much larger community; Category: communication |
| 13 | stacklok/toolhive | 81 | A | 1.6k | Higher trust (81 vs 40); Much larger community; Category: infrastructure |
| 14 | mikeyobrien/ralph-orchestrator | 81 | A | 2.4k | Higher trust (81 vs 40); Much larger community; Category: infrastructure |
| 15 | ccmanager | 80 | A | 831 | Higher trust (80 vs 40); Much larger community; Category: coding |
Compare
- Grey Swan vs PrunaAI/Pruna-Q-Image-2.1
- Grey Swan vs tech-leads-club/agent-skills
- Grey Swan vs huyydangg/huydang-dek21-embedding
- Grey Swan vs IBM/mcp-context-forge
- Grey Swan vs vstorm-co/full-stack-fastapi-nextjs-llm-template
FAQ
What are the best alternatives to Grey Swan?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Grey Swan?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Grey Swan alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.