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Updated 1 week ago · Independent Analysis
Elasticsearch vs Qdrant
Capability Overview
Elasticsearchvs Qdrant
4.5G2
Only in Elasticsearch
- ✦ Dense Vector Search (kNN)
- ✦ Sparse Vector Search (ELSER)
- ✦ Hybrid Search (RRF)
✓ Free planFrom $99/mo(pricier)1B+ users · est. 2012
Qdrantvs Elasticsearch
4.5G2
Only in Qdrant
- ✦ Open Source (Apache 2.0)
- ✦ Written in Rust
- ✦ HNSW Index
✓ Free planFrom $65/mo(cheaper)3k+ users · est. 2021
Quick VerdictIndependent Analysis
Elasticsearch and Qdrant are both Vector Databases tools. Elasticsearch starts at $99/mo, Qdrant at $65/mo. Compare features, pricing, and ratings below to find the best fit for your team.
When to Choose Elasticsearch vs Qdrant
The question that matters: “In what situation will I regret choosing A over B after 3 months?”
Qdrant Unique Strength
Payload-Based Filtered Vector Search at Full Speed
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.
→ Choose Qdrant if this scenario applies to you. Elasticsearch doesn't offer a comparable solution.
Qdrant Unique Strength
Sparse Vector Support for Hybrid Lexical-Semantic Search
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.
→ Choose Qdrant if this scenario applies to you. Elasticsearch doesn't offer a comparable solution.
Qdrant Unique Strength
On-Disk Indexing for Large Collections Without RAM Scaling
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.
→ Choose Qdrant if this scenario applies to you. Elasticsearch doesn't offer a comparable solution.
Pricing Comparison & PlansHigh· Verified May 30, 2026
Elasticsearch Plans
Free tier available
Free / Basic
Free- ✓Core Elasticsearch and Kibana
- ✓TLS, authentication, role-based access control
- ✓Index lifecycle management (ILM)
- ✓Snapshots and restore
- ✓Basic alerting
View on vendor site
MOST POPULARStandard
$99/mo- ✓Distributed Elasticsearch Platform across AWS, Azure, and GCP
- ✓Robust API platform and language clients
- ✓Monitoring on by default with AutoOps
- ✓Scalable, secure Elasticsearch datastore
- ✓Optimized for fast high volume vector & semantic data storage and retrieval
View on vendor site
Gold
$114/mo- ✓Everything in Standard
- ✓Reporting
- ✓Third-party alerting actions
- ✓Watcher
- ✓Multi-stack monitoring
View on vendor site
Platinum
$131/mo- ✓Everything in Gold
- ✓Advanced Elastic Stack security features
- ✓Machine learning (ML) - anomaly detection, supervised learning, third-party model management
- ✓Cross-cluster replication
- ✓Field/Document Level Security (FLS/DLS)
View on vendor site
Enterprise
$184/moBest for: Adds ML features, advanced security, and support
- ✓Everything in Platinum
- ✓Frozen data tier with searchable snapshots (up to 90% storage cost reduction)
- ✓Elastic AI Assistant powered by the Elastic Managed LLM
- ✓Attack Discovery
- ✓Advanced Entity Analytics
View on vendor site
Elastic Cloud Serverless
Contact Sales- ✓Pay for actual usage
- ✓Accessible for variable workloads
- ✓No upfront commitments
- ✓Pricing varies by solution type (Search, Observability, Security)
- ✓Bills based on VCU-hour for search/ingest
View on vendor site
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
View on vendor site
MOST POPULARFree Tier
FreeBest for: Excellent for evaluating Qdrant's cloud offering or for small personal projects
- ✓Single Node Cluster
- ✓Free Cloud Inference with selected models
- ✓Ideal for testing and prototypes
View on vendor site
Standard
$65/moBest for: small to medium production workloads requiring a managed cloud service
- ✓Production workloads
- ✓Dedicated clusters
- ✓Higher availability
- ✓Automated daily backups
- ✓Built-in monitoring and alerting
View on vendor site
Premium
Contact SalesBest for: Suited for larger enterprises needing advanced features, dedicated support, and tailored resource allocation
- ✓99.9% Uptime SLA
- ✓SSO
- ✓VPC Private Links (AWS only)
- ✓Customer-managed encryption keys
- ✓Enterprise security and compliance
View on vendor site
Hybrid Cloud
Contact SalesBest for: Designed for organizations needing a blend of on premise and cloud infrastructure
- ✓Bring your own infrastructure
- ✓Qdrant management plane
- ✓Data sovereignty
- ✓Suitable for regulated industries
View on vendor site
Private Cloud
$2083/mobilled annually$25000/yr
Best for: For highly regulated industries or those with strict security and compliance needs
- ✓Fully isolated infrastructure
- ✓Customer-managed private data centers
- ✓White-label branding options
- ✓Dedicated resource allocation
- ✓Custom SLAs
View on vendor site
Capability Breakdown
1 differences found across 14 standardized features
Feature
Elasticsearch
Qdrant
Disk-based Index
✗
✓
Total (raw)
16
16
Elasticsearch Features
- •Dense Vector Search (kNN)
- •Sparse Vector Search (ELSER)
- •Hybrid Search (RRF)
- •Full-Text Search (BM25)
- •Semantic Search
- •Aggregations & Analytics
- •ML Model Integration
- •Kibana Dashboards
- •REST API
- •Python/Java/Node SDKs
- •Index Lifecycle Management
- •Security (TLS, RBAC)
- •Observability Stack (ELK)
- •LangChain Integration
- •Scalable Sharding
- •APM
Qdrant 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
Strengths & Limitations
Evaluative strengths and weaknesses: not feature lists
Pros
- +Combines vector search with world-class full-text search in one engine
- +1B+ downloads: vast operational expertise available
- +ELSER provides state-of-the-art sparse vector without custom models
- +Part of comprehensive ELK observability stack
Cons
- −I have not explored Elastic Search at the most.
Pros
- +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
Cons
- −The area for improvement in Qdrant is its clustering capability.
At a Glance
User Rating
4.5/5vs4.5/5
Elasticsearch
Qdrant
Starting Price
$99/movs$65/mo
Elasticsearch
▲
Qdrant
Feature Count
16 featuresvs16 features
Elasticsearch
Qdrant
User Base
1vs3
Elasticsearch
Qdrant
▲
Elasticsearch · Price & Data SyncLast verified: May 30, 2026 · CE-DB-2026W23-F86E2C · ✓ Pricing updated May 30, 2026
Qdrant · Price & Data SyncLast verified: May 30, 2026 · CE-DB-2026W22-540970 · ✓ Pricing updated May 30, 2026
Recent Price History
Elasticsearch
Elasticsearch added a new "Gold" plan at $114/mo
Plan added · May 30, 2026
Elasticsearch
Elasticsearch removed the "Free (Self-Managed)" plan
Plan removed · May 30, 2026
Elasticsearch
Elasticsearch added a new "Enterprise" plan at $184/mo
Plan added · May 30, 2026
Elasticsearch
Elasticsearch added a new "Platinum" plan at $131/mo
Plan added · May 30, 2026
Elasticsearch
Elasticsearch removed the "Standard (Elastic Cloud)" plan
Plan removed · May 30, 2026
Qdrant
Qdrant removed the "Cloud Standard" plan
Plan removed · May 30, 2026
Qdrant
Qdrant removed the "Open Source" plan
Plan removed · May 30, 2026
Qdrant
Qdrant added a new "Free Tier" plan at $0/mo (Free)
Plan added · May 30, 2026
Qdrant
Qdrant added a new "Standard" plan at $65/mo
Plan added · May 30, 2026
Qdrant
Qdrant removed the "Enterprise" plan
Plan removed · May 30, 2026
Frequently Asked Questions
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