ModelMux Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-25.
ModelMux has a Nerq Trust Score of 39 (E). Cross-platform multi-model AI collaboration with smart routing, cost tracking, and A2A agents.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | PrunaAI/Pruna-Q-Image-2.1 | 84 | A- | 157 | Higher trust (84 vs 39); Much larger community; Category: text-to-image |
| 2 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 39); Much larger community; Category: coding |
| 3 | huyydangg/huydang-dek21-embedding | 83 | A- | 40 | Higher trust (83 vs 39); Much larger community; Category: sentence-similarity |
| 4 | IBM/mcp-context-forge | 82 | A | 3.5k | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 5 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 6 | promptfoo/promptfoo | 82 | A | 18.4k | Higher trust (82 vs 39); Much larger community; Category: security |
| 7 | deepseek-ai/DeepSeek-V4.1-Flash-1017 | 82 | A- | 2.0k | Higher trust (82 vs 39); Much larger community; Category: image-text-to-text |
| 8 | SmythOS/sre | 82 | A | 1.2k | Higher trust (82 vs 39); Much larger community; Category: infrastructure |
| 9 | microsoft/qlib | 82 | A | 37.6k | Higher trust (82 vs 39); Much larger community; Category: finance |
| 10 | Giskard-AI/giskard-oss | 82 | A | 5.1k | Higher trust (82 vs 39); Much larger community; Category: AI tool |
| 11 | nanoclaw | 82 | A | 7.7k | Higher trust (82 vs 39); Much larger community; Category: communication |
| 12 | nanoclaw | 82 | A | 6.9k | Higher trust (82 vs 39); Much larger community; Category: communication |
| 13 | stacklok/toolhive | 81 | A | 1.6k | Higher trust (81 vs 39); Much larger community; Category: infrastructure |
| 14 | mikeyobrien/ralph-orchestrator | 81 | A | 2.4k | Higher trust (81 vs 39); Much larger community; Category: infrastructure |
| 15 | ccmanager | 80 | A | 831 | Higher trust (80 vs 39); Much larger community; Category: coding |
Compare
- ModelMux vs PrunaAI/Pruna-Q-Image-2.1
- ModelMux vs tech-leads-club/agent-skills
- ModelMux vs huyydangg/huydang-dek21-embedding
- ModelMux vs IBM/mcp-context-forge
- ModelMux vs vstorm-co/full-stack-fastapi-nextjs-llm-template
FAQ
What are the best alternatives to ModelMux?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from ModelMux?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank ModelMux alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.