Qdrant vs Weaviate: what AI actually recommends
The same buying questions, run after run, to ChatGPT, Claude, Gemini, and Perplexity: the record of which of these two they name first. No opinions, no scores we invented: what the models said.
AI currently favors Qdrant. Ahead in 1 of 1 shared category on consensus rank.
That is the latest close, not a verdict for all time. The model-by-model board below shows where they agree, where they split, and how both brands moved.
At the latest close, Qdrant leads 1 and Weaviate leads 0 across the 1 category they both appear in.
Beyond this pairing, Qdrant is ranked in 1 category; Weaviate is ranked in 2 categories. The board below is the shared slice, where the four models place these two side by side.
The record, category by category.
Consensus rank · latest close- #4QdrantNew entry at the last closespread 3Gemini#4
- #5WeaviateNew entry at the last closespread 4Gemini#5
On consensus rank, Qdrant leads here, #4 to Weaviate's #5. 15 to 13 on the 0-100 score. Every model that separates the two ranks Qdrant ahead. Qdrant is new to the board at this close.
What the models actually said.
The ranking is the answer; these are the words behind it. Every quote is from a recorded model answer — follow the category to read it whole.
Qdrant
Qdrant — My default dedicated vector database: it is open source, deployable from managed cloud to self-hosted, and especially strong for metadata filtering plus dense/sparse hybrid and multi-stage retrieval.
ChatGPT
Weaviate
Weaviate — A strong open-source/managed choice when hybrid keyword-plus-vector retrieval is central to the product and you value its broad AI-search-oriented feature set.
ChatGPT
Where the models split.
Across the 1 category Qdrant and Weaviate both appear in, the models never break ranks: in each one, the same brand leads on ChatGPT, Claude, Gemini, and Perplexity alike.
No model runs against the grain here: each of the four ranks Qdrant ahead at least as often as not, with Gemini the most lopsided.
- ChatGPTsplit 0-0
- Claudesplit 0-0
- Geminifavors Qdrant 1-0
- Perplexitysplit 0-0