Pinecone
company · pinecone.io
- Boards
- 7
- Facts
- 14
- Sources
- 1
- Mean confidence
- 100%
Published head-to-head · verified data
Pinecone vs Qdrant
A current comparison across 7 published leaderboards and 14 source-linked metrics.
Qdrant
company · qdrant.tech
- Boards
- 7
- Facts
- 14
- Sources
- 1
- Mean confidence
- 100%
Shared + unique leaderboards
Rank head-to-head
7 published boards across the pair
| Leaderboard | Pinecone | Qdrant | Same-board read | As of |
|---|---|---|---|---|
| Vector Database Platform Rank | #145.83 score | #337.5 score | Pinecone leads | Aug 4, 2026 |
| Vector Databases Brands in Anthropic Model API Answers | #112.5 score | #312.5 score | Pinecone leads | Aug 4, 2026 |
| Vector Databases Citation Share | #311.54 score | #126.92 score | Qdrant leads | Aug 4, 2026 |
| Vector Databases Engine Breadth | #13 score | #33 score | Pinecone leads | Aug 4, 2026 |
| Vector Databases Brands in Gemini Model API Answers | #237.5 score | #337.5 score | Pinecone leads | Aug 4, 2026 |
| Vector Databases Brands in OpenAI Model API Answers | #187.5 score | #362.5 score | Pinecone leads | Aug 4, 2026 |
| Vector Databases Brand Visibility | #133.33 score | #330.56 score | Pinecone leads | Aug 4, 2026 |
Latest verified by metric
Fact + evidence matrix
14 source-linked metrics
| Metric | Pinecone | Qdrant | Evidence date |
|---|---|---|---|
| public_prompt_benchmarkAnthropic citation share | 0 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 100 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkAnthropic mention coverage | 8.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 8.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 12.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 12.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkCitation share | 11.54 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 26.92 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkEngine breadth | 3 engines100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 3 engines100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkGemini citation share | 13.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 13.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkGemini mention coverage | 33.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 33.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkGemini recommendation-prompt presence | 37.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 37.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkMention coverage | 33.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 30.56 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkOpenAI citation share | 10 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 40 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkOpenAI mention coverage | 58.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 50 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 87.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 62.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkRecommendation-prompt presence | 45.83 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 37.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |
| public_prompt_benchmarkReviewed-brand presence share | 17.14 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 15.71 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Aug 4, 2026 |