Who each engine recommends
Position of every brand named in the latest run.
| Brand | ChatGPT | Perplexity | AI Mode | Mention rate |
|---|---|---|---|---|
| Pinecone | #6 | #5 | #2 | |
| Zilliz Cloud | #2 | #4 | #4 | |
| Qdrant | #7 | #3 | #3 | |
| AWS | #3 | — | #1 | |
| DataStax Astra DBTop pick | #1 | — | #5 | |
| Weaviate | #8 | #1 | — | |
| Redis | #5 | #2 | — | |
| Chroma | #9 | — | #6 | |
| MongoDB Atlas | #10 | #6 | — | |
| LanceDB | #11 | #7 | — | |
| Google Vertex AI Vector Search | #4 | — | — |
Responses
What each engine answered, and how the shortlist moved.
Based on current vendor pricing documentation, five vector database platforms offer annual commitment discounts or discounted long-term contracts. Some publish the discount structure, while others require contacting sales. Vector databases offering annual discounts DataStax Astra DB (Explicit annual discount) Volume discounts for prepaid service credits. Deeper discounts for annual commitments. Enterprise plans offer negotiated pricing. Discount percentage available through sales. Source:…
- DataStax Astra DB — DataStax Astra DB – explicit annual commitment and volume discounts.
- Zilliz Cloud — Zilliz Cloud – explicit annual enterprise subscription discounts.
- AWS — AWS, Azure and Google Cloud Marketplace procurement options.
- Google Vertex AI Vector Search — AWS, Azure and Google Cloud Marketplace procurement options.
- Redis — Redis Cloud Pro offers annual plans at significant savings.
- Pinecone — Pinecone – committed-use discount negotiations.
- Qdrant
- Weaviate
- Chroma
- MongoDB Atlas
- LanceDB
- Weaviate — Among the major vector database tools, Weaviate is the clearest option offering a published annual-commitment price: its Plus tier starts at $280/month when billed annually, compared with Flex at $45/month but with…
- Redis — Redis, Qdrant, and Zilliz may offer savings through annual contracts or commitments, but the discount generally requires confirmation from sales or at checkout.
- Qdrant — Redis, Qdrant, and Zilliz may offer savings through annual contracts or commitments, but the discount generally requires confirmation from sales or at checkout.
- Zilliz Cloud
- Pinecone
- MongoDB Atlas
- LanceDB
- AWS — Most managed vector database providers handle annual commitments and volume-based discounts via custom enterprise contracts or structured Annual Contracts/Commitments (often available directly or through cloud…
- Pinecone — Pinecone : Offers structured Pinecone Vector Database Annual Commitments on marketplaces like the AWS Marketplace.
- Qdrant — Qdrant Cloud / Private Cloud : Provides annual contract commitments (e.g., Qdrant Vector Database Annual Commitments on AWS Marketplace) where pricing scales based on pre-committed units for dedicated or private cloud…
- Zilliz Cloud — Zilliz Cloud (Managed Milvus) : Offers custom annual contracts and enterprise private-offer tiers for dedicated clusters that scale past standard usage-based serverless or monthly dedicated plans.
- DataStax Astra DB — DataStax Astra DB (which includes integrated vector search capabilities): Frequently supports annual commitments and enterprise commit drawdowns via major cloud marketplaces.
- Chroma — Note: For self-hosted/open-source variants (like open-source Milvus, Qdrant, or Chroma), the software itself is free, so annual discounts only apply if you purchase commercial enterprise support or managed cloud tiers.
Citations
Sources the engines cited for this prompt.
| Source | Type | Citations | Cited by |
|---|---|---|---|
| costbench.com | Web | 6 | Perplexity |
| datastax.com | Brand site · DataStax Astra DB | 3 | ChatGPT |
| pinecone.io | Brand site · Pinecone | 3 | ChatGPT |
| qdrant.tech | Brand site · Qdrant | 3 | ChatGPT |
| redis.io | Brand site · Redis | 3 | ChatGPT |
| zilliz.com | Brand site · Zilliz Cloud | 3 | ChatGPT |
| amazon.com | Web | 2 | Google AI Mode |
| airbyte.com | Web | 1 | Google AI Mode |
| comparedge.com | Web | 1 | Perplexity |
| developersdigest.tech | Web | 1 | Perplexity |
| marktechpost.com | Web | 1 | Perplexity |
| omidsaffari.com | Web | 1 | Perplexity |
| weaviate.io | Brand site · Weaviate | 1 | ChatGPT |