Jina AI vs Qdrant:Which is more popular?
In September 2026, Qdrant had more branded searches than Jina AI among embedding platforms worldwide. Qdrant had about 54,900 branded searches, while Jina AI had 6,920. Qdrant made up 42.5% of all embedding platform searches we track, and Jina AI accounted for 5.4%. When we asked ChatGPT and Google AI Overviews about embedding platforms, Qdrant appeared in three of the five answers and Jina AI in none.
Who do people search for more?
Qdrant, about 8 searches for every 1 for Jina AI
Who does AI mention more?
Qdrant, mentioned in 3 of 5 answers, Jina AI in 0
Who does AI recommend more?
Qdrant, the only one of the two named
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Top embedding platforms in ChatGPT and Google AI Overviews
In three ChatGPT questions and two Google AI Overviews, Qdrant was mentioned in three out of five: in two of the three ChatGPT answers and in one of the two Google AI Overviews. Jina AI did not appear in any of the five answers.
Most recommended by AI
Brands get a higher ranking if they are mentioned earlier in the answers.
Mentioned by AI
Each dot is one answer, filled in when that answer mentions the brand.
Cohere4 of 5Named in 3 of 3 ChatGPT answersNamed in 1 of 2 Google answers- Qdrant3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Pinecone3 of 5Named in 2 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Voyage AI3 of 5Named in 3 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Weaviate2 of 5Named in 2 of 3 ChatGPT answersNamed in 0 of 2 Google answers
Nomic1 of 5Named in 0 of 3 ChatGPT answersNamed in 1 of 2 Google answers
Jina AI0 of 5Named in 0 of 3 ChatGPT answersNamed in 0 of 2 Google answers
See every answer about embedding platforms
5 answers
Asked ChatGPT
“Which embedding platform should I use?”
Asked ChatGPT
“What are the best embedding platforms?”
Asked ChatGPT
“What's the best embedding platform for text search app?”
Searched Google, AI Overview
“best embedding model”
Searched Google, AI Overview
“semantic search api”
Not named in any answer:
Brands are shown in the order each answer named them. The survey took place in the United States on October 20, 2026.
Is Jina AI or Qdrant more popular in search?
This chart shows how often people search Google for Jina AI and Qdrant by name. Each line represents a brand's share of searches for all seven embedding platforms we track, month by month, from English-language searches worldwide.
Share of searches by month for Qdrant, Jina AI. The figures are in the table below the chart.
View monthly share of searches table
| Month | Qdrant | Pinecone | Voyage AI | Weaviate | Nomic | Jina AI | Cohere |
|---|---|---|---|---|---|---|---|
| Oct 2025 | 52.2% | 7.5% | 7.5% | 19.1% | 5.2% | 8.3% | 0.21% |
| Nov 2025 | 54% | 7.5% | 6.5% | 19.5% | 5.4% | 7% | 0.21% |
| Dec 2025 | 55.2% | 9.1% | 7.6% | 16.2% | 4.5% | 7.2% | 0.18% |
| Jan 2026 | 50.8% | 12.1% | 8.9% | 14.9% | 5.1% | 8.1% | 0.16% |
| Feb 2026 | 47.6% | 16.4% | 9.7% | 14% | 4.7% | 7.4% | 0.15% |
| Mar 2026 | 47.1% | 19.9% | 10.1% | 11.5% | 3.9% | 7.5% | 0.12% |
| Apr 2026 | 45% | 18.6% | 14.1% | 10.8% | 4.4% | 7% | 0.11% |
| May 2026 | 43.4% | 21.9% | 14% | 10.4% | 3.5% | 6.7% | 0.11% |
| Jun 2026 | 47.3% | 23.7% | 12.1% | 7.7% | 3.1% | 6% | 0.1% |
| Jul 2026 | 45.4% | 22.7% | 13.9% | 7.6% | 4.5% | 5.8% | 0.12% |
| Aug 2026 | 41.7% | 25.5% | 13.1% | 8.3% | 5% | 6.4% | 0.11% |
| Sep 2026 | 42.5% | 26.1% | 12.9% | 6.8% | 6.3% | 5.4% | 0.09% |
How has the Jina AI and Qdrant comparison changed over the last 12 months?
3 findings
- Qdrant was ahead of Jina AI in every measured month of the 12 months ending September 2026.
- Across the 12 months ending September 2026, Jina AI’s share of searches among embedding platforms worldwide moved from 8.3% to 5.4%, and its estimated monthly branded searches moved from 10.5K to 6.9K.
- Across the 12 months ending September 2026, Qdrant’s share of searches among embedding platforms worldwide moved from 52.2% to 42.5%, and its estimated monthly branded searches moved from 65.9K to 54.9K.
How did search popularity change for embedding platforms worldwide in September 2026?
3 changes
In September 2026, Nomic overtook Jina AI to rank 5th among embedding platforms worldwide, with 6.3% of the searches.
In September 2026, Qdrant gained share of searches among embedding platforms worldwide, from 41.7% to 42.5%.
In September 2026, Jina AI lost share of searches among embedding platforms worldwide, from 6.4% to 5.4%.
How are branded searches counted?
4 search terms
Brandwave collects information about searches that people make online using Jina AI’s and Qdrant’s names. When viewed over time, estimated search volumes for these branded terms can be used to understand whether interest in the brands is growing, holding steady, or fading.
Other head-to-heads among embedding platforms
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