Cortex
Let your AI search all your workspace apps, at once
Qdrant Cloud Inference
Unify embeddings and vector search across modalities
Updated February 2026
| Cortex | Qdrant Cloud Inference | |
|---|---|---|
| Rating | 5.0★ | 5.0★ |
| Reviews | 41 | 22 |
| Pros | 10 | 15 |
| FactScore™ | 81.2 | 68.1 |
FactScore™ Comparison
FactScore™ weighs both quality (rating) and popularity (reviews) for a fairer ranking than stars alone.
Pros & Cons
Only in Cortex — Pros
Productivity boost Cross-app search AI integration Universal search Reliable search Good UI Context aware Easy setup Meeting integrationsBoth tools — Pros
Fast performanceOnly in Qdrant Cloud Inference — Pros
Semantic search Excellent documentation Efficient similarity search Scalable Self-hosting AI insights Batch queries Boolean search Cloud subscription plans Developer community Easy integration Intuitive interface Price performance ratio Written in RustOnly in Cortex — Cons
Interface improvements needed Limited app supportBoth tools — Cons
—Only in Qdrant Cloud Inference — Cons
—Details
| Cortex | Qdrant Cloud Inference | |
|---|---|---|
| Categories | Search, AI Infrastructure Tools | AI Infrastructure Tools, AI Databases |
| Platforms | Web | Web |
| Became Popular | January 24, 2024 | July 16, 2025 |
| Website | www.usecortex.ai | qdrant.tech |
Who Should Pick Which?
Choose Cortex if...
- Productivity boost
- Cross-app search
- AI integration
Choose Qdrant Cloud Inference if...
- Semantic search
- Excellent documentation
- Efficient similarity search
With a FactScore™ of 81.2 vs 68.1, Cortex leads in community reception. Cortex uniquely offers Productivity boost and Cross-app search, while Qdrant Cloud Inference stands out for Semantic search and Excellent documentation.
What Users Say
Cortex
We are all victims of modern technology where we have so many different tools available to us, and while we think we're pretty good at storing information and filing it appropriately, we struggle t...
This is an amazing search tool that has enhanced my productivity since minute 1. This tool has fundamentally changed the way I interact with the multitude of apps and data that my daily work involv...
Looks amazing! Will definitely look deeper into it. If it holds up to what it promises, it can really be a game-changer: upping my productivity while preventing me from going crazy over missing files!
Qdrant Cloud Inference
We use Qdrant to store and search high-dimensional vector embeddings of malicious patterns, phishing URLs, and threat indicators. This empowers Truelink to compare new threats against known vectors...
We evaluated a bunch of vector DBs—and Qdrant stood out for its blazing speed, filtering, and hybrid search. It's the unsung hero that lets our AI agents recall and reason across docs, CRMs, and co...
After evaluating a bunch of Vector DBs to be our internal vector DB, we finally closed on QDrant because it was the one that scaled the best and had the best price performance ratio
Related Comparisons
Frequently Asked Questions
Which is better, Cortex or Qdrant Cloud Inference?
Based on FactScore™, Cortex leads with a score of 81.2 vs 68.1. Cortex has a higher rating of 5.0★ compared to 5.0★.
What are the pros of Cortex compared to Qdrant Cloud Inference?
Cortex uniquely offers: Productivity boost, Cross-app search, AI integration, Universal search, Reliable search.
What are the pros of Qdrant Cloud Inference compared to Cortex?
Qdrant Cloud Inference uniquely offers: Semantic search, Excellent documentation, Efficient similarity search, Scalable, Self-hosting.
Is Cortex better rated than Qdrant Cloud Inference?
Cortex is rated 5.0★ from 41 reviews. Qdrant Cloud Inference is rated 5.0★ from 22 reviews.
What is the FactScore™ of Cortex and Qdrant Cloud Inference?
FactScore™ weighs rating and review volume together. Cortex scores 81.2 and Qdrant Cloud Inference scores 68.1.
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