| High-Performance Vector Search at Scale |
Maximize vector search efficiency by trying the leading open-source vector search database. |
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| High-Performance Vector Search at Scale |
The leading open-source vector database designed to handle high-dimensional vectors for performance and massive-scale AI applications. Qdrant is purpose-built in Rust for unmatched speed and reliability even when processing billions of vectors. |
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| See Benchmarks |
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| Qdrant Powers Thousands of Top AI Solutions. |
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| Qdrant is designed to deliver the <span class="text-brand-p">fastest and most accurate results at the lowest cost</span>. |
Learn more about it in our <a href="/benchmarks/" target="_blank">performance benchmarks</a>. |
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| Highest RPS |
Qdrant leads with top requests-per-seconds, outperforming alternative vector databases in various datasets by up to 4x. |
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| Minimal Latency |
Qdrant consistently achieves the lowest latency, ensuring quicker response times in data retrieval: 3ms response for 1M Open AI embeddings, outpacing alternatives by 50x-100x. |
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| Fast Indexing |
Qdrant’s indexing time for large-scale, high-dimensional datasets is notably faster than alternative options. |
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| High Control with Accuracy |
Pre-filtering gives high accuracy with exceptional latencies in nested filtering search scenarios. |
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| Easy-to-use |
Qdrant provides user-friendly SDKs in multiple programming languages, facilitating easy integration into existing systems. |
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| Qdrant is also available on leading marketplaces. |
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| <span class="text-brand-p">Scale your AI</span> with Qdrant |
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