Qdrant Vector Database Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-09-11.
Qdrant Vector Database has a Nerq Trust Score of 40 (E). Provides a vector database for storing and retrieving code snippets through semantic search using Docker containers and sentence-transformers embeddings
| # | Name | Trust | Grade | Stars | Key Difference |
|---|---|---|---|---|---|
| 1 | LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF | 89 | A | 604 | Higher trust (89 vs 40); Much larger community; Category: image-text-to-text |
| 2 | IBM/mcp-context-forge | 86 | A | 3.5k | Higher trust (86 vs 40); Much larger community; Category: infrastructure |
| 3 | promptfoo/promptfoo | 86 | A | 18.4k | Higher trust (86 vs 40); Much larger community; Category: security |
| 4 | mikeyobrien/ralph-orchestrator | 85 | A | 2.4k | Higher trust (85 vs 40); Much larger community; Category: infrastructure |
| 5 | unsloth/Qwen3.8-Flash-Next-GGUF | 84 | A- | 680 | Higher trust (84 vs 40); Much larger community; Category: image-text-to-text |
| 6 | Qwen/Qwen3.8-Flash-Next-FP8 | 84 | A- | 180 | Higher trust (84 vs 40); Much larger community; Category: image-text-to-text |
| 7 | hiyouga/LlamaFactory | 84 | A | 67.8k | Higher trust (84 vs 40); Much larger community; Category: research |
| 8 | tech-leads-club/agent-skills | 84 | A | 1.6k | Higher trust (84 vs 40); Much larger community; Category: coding |
| 9 | snyk/agent-scan | 84 | A | 2.0k | Higher trust (84 vs 40); Much larger community; Category: infrastructure |
| 10 | livekit/agents-js | 83 | A | 790 | Higher trust (83 vs 40); Much larger community; Category: coding |
| 11 | deepset-ai/haystack | 82 | A | 24.5k | Higher trust (82 vs 40); Much larger community; Category: coding |
| 12 | OpenHands/software-agent-sdk | 82 | A | 595 | Higher trust (82 vs 40); Much larger community; Category: agent framework |
| 13 | strands-agents/docs | 82 | A | 175 | Higher trust (82 vs 40); Much larger community; Category: infrastructure |
| 14 | vstorm-co/full-stack-fastapi-nextjs-llm-template | 82 | A | 585 | Higher trust (82 vs 40); Much larger community; Category: infrastructure |
| 15 | TencentCloudBase/CloudBase-MCP | 82 | A | 980 | Higher trust (82 vs 40); Much larger community; Category: infrastructure |
Compare
- Qdrant Vector Database vs LuffyTheFox/Qwen3.6-35B-A3B-Uncensored-Genesis-Hermes-V13-GGUF
- Qdrant Vector Database vs IBM/mcp-context-forge
- Qdrant Vector Database vs promptfoo/promptfoo
- Qdrant Vector Database vs mikeyobrien/ralph-orchestrator
- Qdrant Vector Database vs unsloth/Qwen3.8-Flash-Next-GGUF
FAQ
What are the best alternatives to Qdrant Vector Database?
The top alternatives based on Nerq Trust Score are listed above, all independently evaluated for security and reliability.
Is it safe to switch from Qdrant Vector Database?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Qdrant Vector Database alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.