Qdrant Retrieve Alternatives
Safer and better-maintained options, ranked by Nerq Trust Score. Updated 2026-10-31.
Qdrant Retrieve has a Nerq Trust Score of 39 (E). Enables semantic search across multiple document collections using Qdrant vector database integration, allowing natural language queries with configurable result counts and collection tracking.
| # | 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/Z-Image-Turbo | 95 | A | 1.0k | Higher trust (95 vs 39); Much larger community |
| 3 | Comfy-Org/Wan-2.2 | 89 | A | 977 | Higher trust (89 vs 39); Much larger community; Category: image-to-video |
| 4 | Comfy-Org/Flux-1-Dev | 89 | A | 705 | Higher trust (89 vs 39); Much larger community; Category: text-to-image |
| 5 | Comfy-Org/Qwen-Image | 89 | A | 538 | Higher trust (89 vs 39); Much larger community |
| 6 | Comfy-Org/Qwen-Image-Edit | 89 | A | 512 | Higher trust (89 vs 39); Much larger community |
| 7 | ISTA-DASLab/DeepSeek-V4.1-Flash-1017-GSQ-RCO-GGUF | 89 | A | 407 | Higher trust (89 vs 39); Much larger community; Category: text-generation |
| 8 | Comfy-Org/Flux-2-Dev | 89 | A | 370 | Higher trust (89 vs 39); Much larger community; Category: text-to-image |
| 9 | Comfy-Org/Flux-1-Schnell | 89 | A | 306 | Higher trust (89 vs 39); Much larger community; Category: text-to-image |
| 10 | Comfy-Org/stable-diffusion-3.5 | 89 | A | 247 | Higher trust (89 vs 39); Much larger community |
| 11 | Comfy-Org/Hunyuan-Video | 89 | A | 246 | Higher trust (89 vs 39); Much larger community |
| 12 | Comfy-Org/Flux-2-Klein-9B | 89 | A | 245 | Higher trust (89 vs 39); Much larger community; Category: text-to-image |
| 13 | Comfy-Org/HiDream | 89 | A | 217 | Higher trust (89 vs 39); Much larger community; Category: text-to-image |
| 14 | Comfy-Org/Flux-1-Kontext-Dev | 89 | A | 198 | Higher trust (89 vs 39); Much larger community; Category: text-to-image |
| 15 | Comfy-Org/stable-diffusion-1.5 | 89 | A | 194 | Higher trust (89 vs 39); Much larger community |
Compare
- Qdrant Retrieve vs Comfy-Org/Wan-2.1
- Qdrant Retrieve vs Comfy-Org/Z-Image-Turbo
- Qdrant Retrieve vs Comfy-Org/Wan-2.2
- Qdrant Retrieve vs Comfy-Org/Flux-1-Dev
- Qdrant Retrieve vs Comfy-Org/Qwen-Image
FAQ
What are the best alternatives to Qdrant Retrieve?
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 Retrieve?
Check each alternative's safety report by clicking its name. Trust scores above 70 indicate strong reliability.
How does Nerq rank Qdrant Retrieve alternatives?
Alternatives are ranked by Trust Score v2, combining security, maintenance, documentation, and community signals.