Qdrant vs Redis Vector Store
- ✦ Open Source (Apache 2.0)
- ✦ Written in Rust
- ✦ HNSW Index
- ✦ HNSW vector index
- ✦ FLAT (exact) vector index
- ✦ Hybrid search (vector + filter)
Qdrant and Redis Vector Store are both Vector Databases tools. Qdrant starts at $65/mo, Redis Vector Store at $200/mo. Compare features, pricing, and ratings below to find the best fit for your team.
When to Choose Qdrant vs Redis Vector Store
The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Qdrant's HNSW indexes integrate payload filtering natively, executing filtered nearest-neighbor search without a post-filter scan step, maintaining sub-50ms latency on complex metadata filters.
Add vector search to an existing Redis deployment for product recommendations with sub-millisecond response times
Qdrant supports sparse vectors natively alongside dense vectors, enabling BM25 and embedding search in the same collection for hybrid retrieval without maintaining two separate indexes.
Combine Redis caching and vector search in one database, reducing infrastructure complexity for recommendation APIs
Qdrant's on-disk HNSW stores vectors on SSD while keeping only graph navigation data in RAM, serving collections larger than server memory at acceptable latency for cost-sensitive deployments.
Store conversation embeddings in Redis and retrieve semantically similar past interactions for context-aware chatbot responses
Compare transaction embeddings against known fraud patterns in real-time at low latency to flag suspicious activity during checkout
Pricing Comparison & PlansHigh· Verified Jul 8, 2026
Qdrant Plans
Free tier available
Open Source (Self-Hosted)
Open SourceBest for: Ideal for users who prefer full control and self management of their vector database
- ✓Apache 2.0 licensed
- ✓Full data sovereignty
- ✓Runs on your own infrastructure
- ✓Zero licensing cost at any scale
Free Tier
FreeBest for: Testing and prototypes
- ✓Single Node Cluster
- ✓Free Cloud Inference with selected models
- ✓Ideal for testing and prototypes
Standard
$65/moBest for: Production workloads + scaling
- ✓Production workloads
- ✓Dedicated clusters
- ✓Higher availability
- ✓Automated daily backups
- ✓Built-in monitoring and alerting
Redis Vector Store Plans
Free tier available
Redis Cloud Free
FreeBest for: Ideal for testing, development, and small projects to explore Redis capabilities without cost.
- ✓Learning and building test projects
- ✓Enough space to learn Redis concepts
- ✓Develop application prototypes
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Pro
$200/moBest for: Starting at $200/mo, this plan offers advanced features, high availability, and scalability for production-grade workloads.
- ✓Dedicated VPC infrastructure
- ✓Multi-AZ high availability (optional)
- ✓99.999% uptime SLA
- ✓Active-Active replication (CRDT-based multi-region writes across up to 10 regions)
- ✓Auto-tiering (automatic hot/cold data separation to SSD storage)
Redis Cloud Essentials 250 MB
Contact SalesBest for: Suitable for small-scale applications requiring dedicated resources and predictable performance
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Essentials 1 GB
Contact SalesBest for: Good for growing applications needing more memory and dedicated resources
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Essentials 2.5 GB
Contact SalesBest for: Designed for medium-sized applications with moderate data storage and performance requirements
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Redis Cloud Essentials 5 GB
Contact SalesBest for: A robust option for larger applications demanding significant memory and consistent performance
- ✓High availability
- ✓Daily backups
- ✓Instant backups
- ✓Suitable for bigger projects or production environments
- ✓Cost-efficient for low-throughput scenarios
Capability Breakdown
3 differences found across 14 standardized features
- •Open Source (Apache 2.0)
- •Written in Rust
- •HNSW Index
- •Sparse Vectors (BM25-compatible)
- •Multi-vector Support
- •Payload Filtering
- •Full-Text Search
- •Named Vectors
- •Quantization (Scalar, Product, Binary)
- •Distributed Mode
- •Snapshot & Recovery
- •REST & gRPC APIs
- •Python/JS/Rust/Go SDKs
- •LangChain Integration
- •On-Premise + Cloud
- •Web UI Dashboard
- •HNSW vector index
- •FLAT (exact) vector index
- •Hybrid search (vector + filter)
- •In-memory storage
- •Sub-millisecond latency
- •Redis Cloud managed service
- •Python/Node.js/Java SDKs
- •LangChain/LlamaIndex integration
- •Horizontal scaling via Redis Cluster
- •RDB and AOF persistence
- •Multi-tenancy via keyspaces
- •REST API (Redis Cloud)
- •Vector distance metrics (L2, IP, Cosine)
- •Metadata filtering
Strengths & Limitations
Evaluative strengths and weaknesses: not feature lists
- +Top benchmark performance via Rust and quantization
- +Named vectors enable multimodal and complex search patterns
- +Binary quantization reduces memory 32x
- +Excellent documentation and developer experience
- −The area for improvement in Qdrant is its clustering capability.
- +Sub-millisecond vector search latency for applications already using Redis
- +No new database to manage if Redis is already in your stack
- +HNSW index delivers high recall with low query latency at moderate scale
- −There are some points where I feel Redis can be improved.
- −There are a few areas where Redis could improve.
- −Redis could improve its efficiency in handling locally stored data, not just Amazon Cloud or Google Cloud.
- −Redis presents a single point of failure and lacks fault tolerance.
- −The product's main purpose is caching, even though the vendor says we can also use it as a persistent database.
At a Glance
Recent Price History
Qdrant removed the "Cloud Standard" plan
Plan removed · May 30, 2026
Qdrant removed the "Open Source" plan
Plan removed · May 30, 2026
Qdrant added a new "Free Tier" plan at $0/mo (Free)
Plan added · May 30, 2026
Qdrant added a new "Standard" plan at $65/mo
Plan added · May 30, 2026
Qdrant removed the "Enterprise" plan
Plan removed · May 30, 2026
Redis Vector Store removed the "Redis Cloud Flexible / Enterprise" plan
Plan removed · May 30, 2026
Redis Vector Store added a new "Redis Cloud Essentials 250 MB" plan (Custom pricing)
Plan added · May 30, 2026
Redis Vector Store removed the "Redis Cloud Fixed" plan
Plan removed · May 30, 2026
Redis Vector Store added a new "Redis Cloud Essentials 12 GB" plan (Custom pricing)
Plan added · May 30, 2026
Redis Vector Store removed the "Redis Stack (Self-Hosted)" plan
Plan removed · May 30, 2026
Frequently Asked Questions
Related Comparisons
QdrantFree · from $65/mo
Redis Vector StoreFree · from $200/moSources & Data Trail · Qdrant
- 1.Official Pricing Page·Source of verified tiers(Checked: 2026-07-08)
- 2.Official Website·Official vendor website
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Sources & Data Trail · Redis Vector Store
- 1.Official Pricing Page·Source of verified tiers(Checked: 2026-07-08)
- 2.Official Website·Official vendor website
- 3.G2·G2 verified reviews · 4.4/5
- 4.TrustRadius·TrustRadius verified reviews
- 5.PeerSpot·PeerSpot enterprise peer reviews