Caton Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-23.
Caton has a Nerq Trust Score of 38 (E). This is a project that will be very useful in the future because it is supported by a team of professionals with big goals and big plans for the future
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | AtomicChat/Qwen-Image-2.1-Turbo-Uncensored-GGUF | 84 | A- | 416 | Higher trust (84 vs 38); Much larger community; Category: text-to-image |
| 2 | PrunaAI/Pruna-Q-Image-2.1 | 84 | A- | 157 | Higher trust (84 vs 38); Much larger community; Category: text-to-image |
| 3 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 38); Much larger community; Category: coding |
| 4 | huyydangg/huydang-dek21-embedding | 83 | A- | 40 | Higher trust (83 vs 38); Much larger community; Category: sentence-similarity |
| 5 | IBM/mcp-context-forge | 82 | A | 3.5k | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 6 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 7 | promptfoo/promptfoo | 82 | A | 18.4k | Higher trust (82 vs 38); Much larger community; Category: security |
| 8 | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 82 | A- | 2.0k | Higher trust (82 vs 38); Much larger community; Category: image-text-to-text |
| 9 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 10 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 38); Much larger community; Category: finance |
| 11 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 38); Much larger community; Category: AI tool |
| 12 | nanoclaw | 82 | A | 7.7k | Higher trust (82 vs 38); Much larger community; Category: communication |
| 13 | nanoclaw | 82 | A | 6.9k | Higher trust (82 vs 38); Much larger community; Category: communication |
| 14 | stacklok/toolhive | 81 | A | 1.6k | Higher trust (81 vs 38); Much larger community; Category: infrastructure |
| 15 | mikeyobrien/ralph-orchestrator | 81 | A | 2.4k | Higher trust (81 vs 38); Much larger community; Category: infrastructure |
Compare
- Caton vs AtomicChat/Qwen-Image-2.1-Turbo-Uncensored-GGUF
- Caton vs PrunaAI/Pruna-Q-Image-2.1
- Caton vs tech-leads-club/agent-skills
- Caton vs huyydangg/huydang-dek21-embedding
- Caton vs IBM/mcp-context-forge
FAQ
What are the best alternatives to Caton?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Caton?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Caton alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.