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Qdrant is a high-performance, massive-scale Vector Database for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

Which is more popular?
Based on our record, Qdrant seems to be more popular. It has been mentioned 65 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | qdrant.tech | usetiful.com |
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| Company | 2021 | Startup from the Czech Republic |
| Listed in |
In their own words, as submitted to SaaSHub.


Qdrant is a leading open-source high-performance Vector Database written in Rust with extended metadata filtering support and advanced features. It deploys as an API service providing a search for the nearest high-dimensional vectors. With Qdrant, embeddings or neural network encoders can be...
Usetiful bridges the gap between users and digital systems. Guided tours and smart tips allow users to master any software system from day one. Usetiful provides interactive product tours and smart tips into your application, improving user adoption and conversions instantly.
What each product offers, as listed by its team.


An editorial look at what each product does well and who it suits.


Overall verdict
Why this product is good
Recommended for
Overall verdict
Why this product is good
Recommended for
Usetiful is recommended for product managers, customer success teams, and training departments in companies that deploy software applications and seek to improve user onboarding, reduce support requests, or boost user satisfaction and retention.
Walkthroughs and reviews on video.
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How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing Qdrant and Usetiful.
Qdrant's answer
Highest performance https://qdrant.tech/benchmarks/, scalability and ease of use.
Usetiful's answer:
Usetiful's answer:
-Audi -DHL -DPD -Konica Minolta -Foodora -e27 -Nanyang Technological University -iChef
Qdrant's answer
Advanced Features, Performance, Scalability, Developer Experience, and Resources Saving.
Qdrant's answer
Qdrant is written completely in Rust. SDKs available for all popular languages Python, Go, Rust, Java, .NET, etc.
Share your experience with using Qdrant and Usetiful. For example, how are they different and which one is better?
External articles and on-site reviews we used to compare the two products.


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Usetiful is one of the best-value onboarding tools we’ve found — it’s premium version is just $99/month for up to 20,000 users.
For non-technical people, Usetiful’s integration and setup can be extremely confusing. While it’s still possible for a person who doesn’t know how to code to integrate the tool into their website, figuring out how to...
Its customizable onboarding solutions make it a strong contender for organizations focused on data-driven decision-making. If you're looking for an easy-to-use platform with robust analytics capabilities, Usetiful is...
Recommendations tracked on public social media and blogs since March 2021.


Nice tool. Does it support local embedding providers such as qdrant https://qdrant.tech/ ? Why only support paid, cloud-based embeddings provider ? ChatGPT says it could work without updating the code, but since README doesn't advertise... - Source: Hacker News / 4 days ago
If you build on the JVM and want to use Qdrant, the official client is io.qdrant:client — and it's built for Java. Every call returns a ListenableFuture, requests are assembled with protobuf builders, and it drags a gRPC/Netty stack onto... - Source: dev.to / 3 months ago
The stack runs on Qdrant for vector storage, Ollama for local embeddings, and optional Neo4j for a knowledge graph that I added later. I also set it up to route different operations to the best LLM for each task. It provides eleven tools... - Source: dev.to / 8 months ago
Tracking Usetiful since Mar 2021.
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