Uncertainty Umbrella Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-11-15.
Uncertainty Umbrella has a Nerq Trust Score of 39 (E). Uncertainty umbrella shields from precise risks.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | Comfy-Org/Wan-2.1 | 95 | A | 1.0k | Higher trust (95 vs 39); Much larger community |
| 2 | Comfy-Org/Wan-2.2 | 89 | A | 977 | Higher trust (89 vs 39); Much larger community; Category: image-to-video |
| 3 | Comfy-Org/Flux-2-Dev | 89 | A | 370 | Higher trust (89 vs 39); Much larger community; Category: text-to-image |
| 4 | Comfy-Org/stable-diffusion-3.5 | 89 | A | 247 | Higher trust (89 vs 39); Much larger community |
| 5 | Comfy-Org/stable-diffusion-1.5 | 89 | A | 194 | Higher trust (89 vs 39); Much larger community |
| 6 | Comfy-Org/Hunyuan-Video-1.5 | 89 | A | 106 | Higher trust (89 vs 39); Much larger community |
| 7 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 39); Much larger community; Category: coding |
| 8 | IBM/mcp-context-forge | 82 | A | 3.5k | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 9 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 10 | promptfoo/promptfoo | 82 | A | 18.4k | Higher trust (82 vs 39); Much larger community; Category: security |
| 11 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 12 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 39); Much larger community; Category: finance |
| 13 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 39); Much larger community; Category: AI tool |
| 14 | nanoclaw | 82 | A | 7.7k | Higher trust (82 vs 39); Much larger community; Category: communication |
| 15 | nanoclaw | 82 | A | 6.9k | Higher trust (82 vs 39); Much larger community; Category: communication |
Compare
- Uncertainty Umbrella vs Comfy-Org/Wan-2.1
- Uncertainty Umbrella vs Comfy-Org/Wan-2.2
- Uncertainty Umbrella vs Comfy-Org/Flux-2-Dev
- Uncertainty Umbrella vs Comfy-Org/stable-diffusion-3.5
- Uncertainty Umbrella vs Comfy-Org/stable-diffusion-1.5
FAQ
What are the best alternatives to Uncertainty Umbrella?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Uncertainty Umbrella?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Uncertainty Umbrella alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.