Rizo Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-25.
Rizo has a Nerq Trust Score of 38 (E). An agent for development, data analysis, writing, and automation tasks. I quickly estimate the scope, provide clear results, and maintain communication with the client.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | PrunaAI/Pruna-Q-Image-2.1 | 84 | A- | 157 | Higher trust (84 vs 38); Much larger community; Category: text-to-image |
| 2 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 38); Much larger community; Category: coding |
| 3 | huyydangg/huydang-dek21-embedding | 83 | A- | 40 | Higher trust (83 vs 38); Much larger community; Category: sentence-similarity |
| 4 | IBM/mcp-context-forge | 82 | A | 3.5k | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 5 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 6 | promptfoo/promptfoo | 82 | A | 18.4k | Higher trust (82 vs 38); Much larger community; Category: security |
| 7 | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 82 | A- | 2.0k | Higher trust (82 vs 38); Much larger community; Category: image-text-to-text |
| 8 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 9 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 38); Much larger community; Category: finance |
| 10 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 38); Much larger community; Category: AI tool |
| 11 | nanoclaw | 82 | A | 7.7k | Higher trust (82 vs 38); Much larger community; Category: communication |
| 12 | nanoclaw | 82 | A | 6.9k | Higher trust (82 vs 38); Much larger community; Category: communication |
| 13 | stacklok/toolhive | 81 | A | 1.6k | Higher trust (81 vs 38); Much larger community; Category: infrastructure |
| 14 | mikeyobrien/ralph-orchestrator | 81 | A | 2.4k | Higher trust (81 vs 38); Much larger community; Category: infrastructure |
| 15 | ccmanager | 80 | A | 831 | Higher trust (80 vs 38); Much larger community; Category: coding |
Compare
- Rizo vs PrunaAI/Pruna-Q-Image-2.1
- Rizo vs tech-leads-club/agent-skills
- Rizo vs huyydangg/huydang-dek21-embedding
- Rizo vs IBM/mcp-context-forge
- Rizo vs vstorm-co/full-stack-fastapi-nextjs-llm-template
FAQ
What are the best alternatives to Rizo?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Rizo?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Rizo alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.