Pinecone
company · pinecone.io
- Boards
- 7
- Facts
- 14
- Sources
- 1
- Mean confidence
- 100%
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 | #166.67 score | #358.33 score | Pinecone leads | Jul 27, 2026 |
| Vector Databases Brands in Anthropic Model API Answers | #187.5 score | #375 score | Pinecone leads | Jul 27, 2026 |
| Vector Databases Citation Share | #58.89 score | #213.33 score | Qdrant leads | Jul 27, 2026 |
| Vector Databases Engine Breadth | #13 score | #33 score | Pinecone leads | Jul 27, 2026 |
| Vector Databases Brands in Gemini Model API Answers | #137.5 score | #525 score | Pinecone leads | Jul 27, 2026 |
| Vector Databases Brands in OpenAI Model API Answers | #175 score | #375 score | Pinecone leads | Jul 27, 2026 |
| Vector Databases Brand Visibility | #150 score | #247.22 score | Pinecone leads | Jul 27, 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 ↗ | 7.69 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkAnthropic mention coverage | 66.67 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 58.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkAnthropic recommendation-prompt presence | 87.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 75 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkCitation share | 8.89 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 13.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkEngine breadth | 3 engines100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 3 engines100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkGemini citation share | 11.76 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 5.88 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkGemini mention coverage | 25 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 25 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkGemini recommendation-prompt presence | 37.5 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 25 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkMention coverage | 50 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 47.22 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkOpenAI citation share | 13.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 26.67 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkOpenAI mention coverage | 58.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 58.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkOpenAI recommendation-prompt presence | 75 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 75 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkRecommendation-prompt presence | 66.67 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 58.33 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |
| public_prompt_benchmarkReviewed-brand presence share | 17.82 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | 16.83 percent100% · Rank.ai Vector Databases Prompt Benchmark ↗ | Jul 27, 2026 |