ModelDeployer Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-11.
ModelDeployer has a Nerq Trust Score of 38 (E). An MLOps agent that securely packages and deploys trained machine learning models into live production environments.
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF | 89 | A | 604 | Higher trust (89 vs 38); Much larger community; Category: image-text-to-text |
| 2 | IBM/mcp-context-forge | 86 | A | 3.5k | Higher trust (86 vs 38); Much larger community; Category: infrastructure |
| 3 | promptfoo/promptfoo | 86 | A | 18.4k | Higher trust (86 vs 38); Much larger community; Category: security |
| 4 | mikeyobrien/ralph-orchestrator | 85 | A | 2.4k | Higher trust (85 vs 38); Much larger community; Category: infrastructure |
| 5 | unsloth/Qwen3.8-Flash-Next-GGUF | 84 | A- | 680 | Higher trust (84 vs 38); Much larger community; Category: image-text-to-text |
| 6 | Qwen/Qwen3.8-Flash-Next-FP8 | 84 | A- | 180 | Higher trust (84 vs 38); Much larger community; Category: image-text-to-text |
| 7 | hiyouga/LlamaFactory | 84 | A | 67.8k | Higher trust (84 vs 38); Much larger community; Category: research |
| 8 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 38); Much larger community; Category: coding |
| 9 | snyk/agent-scan | 84 | A | 2.0k | Higher trust (84 vs 38); Much larger community; Category: infrastructure |
| 10 | livekit/agents-js | 83 | A | 790 | Higher trust (83 vs 38); Much larger community; Category: coding |
| 11 | deepset-ai/haystack | 82 | A | 24.5k | Higher trust (82 vs 38); Much larger community; Category: coding |
| 12 | OpenHands/software-agent-sdk | 82 | A | 595 | Higher trust (82 vs 38); Much larger community; Category: agent framework |
| 13 | strands-agents/docs | 82 | A | 175 | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 14 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
| 15 | TencentCloudBase/CloudBase-MCP | 82 | A | 980 | Higher trust (82 vs 38); Much larger community; Category: infrastructure |
Compare
- ModelDeployer vs LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF
- ModelDeployer vs IBM/mcp-context-forge
- ModelDeployer vs promptfoo/promptfoo
- ModelDeployer vs mikeyobrien/ralph-orchestrator
- ModelDeployer vs unsloth/Qwen3.8-Flash-Next-GGUF
FAQ
What are the best alternatives to ModelDeployer?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from ModelDeployer?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank ModelDeployer alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.