---
lang: en
title: Elasticsearch vs Qdrant Cloud Vector Search
canonical: "https://saasspecs.com/elasticsearch-vs-qdrant/"
hvce_version: 1
tenant: saasspecs
slug: elasticsearch-vs-qdrant
record_kind: comparison
content_sha256: 34f025b790a5596003223d07b43ec196815e491ed451831a187ab8edb3c0fdb6
indexed_at: "2026-06-15T06:32:32.875Z"
license: citation-free
entities:
  -
    role: a
    slug: elasticsearch
    name: Elasticsearch
    type: Thing
    profile_url: "https://saasspecs.com/item/elasticsearch/?format=md"
  -
    role: b
    slug: qdrant
    name: Qdrant Cloud Vector Search
    type: Thing
    profile_url: "https://saasspecs.com/item/qdrant/?format=md"
---
# Elasticsearch vs Qdrant Cloud Vector Search

## Pair

- **A**: Elasticsearch
- **B**: Qdrant Cloud Vector Search

## Entity A

- **Title**: [Elasticsearch](https://saasspecs.com/item/elasticsearch/?format=md)
- **Schema type**: Corporation
- **Website**: https://www.elastic.co
- **Email**: support@elastic.co
- **Address**: 800 Mission Street, San Francisco, California, 94103, United States
- **Coordinates**: 37.7749, -122.4194
- **Deployment Link**: [Deploy Elasticsearch Stack Layer](https://www.elastic.co/cloud/elasticsearch/service/signup)

### Summary

Industry-standard distributed search and analytics engine with full-text search, aggregations, and vector search.

### Description

Elasticsearch powers full-text search, log analytics, and vector similarity queries across distributed clusters. Elastic Cloud offers managed hosting while the open-source build supports self-hosted deployments.

### Expert insight

Use index lifecycle management to roll hot indices to warm tiers and control storage costs on long-retention log data.

### Attributes

- **Free Tier Allowance**: Self-Hosted Only
- **Rate Limit Cap**: Cluster Bound
- **Session Lifetime**: 24 Hours
- **Overage Fee per 1k MAU**: $0
- **MFA Support**: Enforced via Elastic Cloud console MFA and SAML-enforced organization login
- **Enterprise SSO SAML**: Supported on Enterprise plans with SAML, OIDC, and RBAC
- **Custom Domain Support**: Custom domains and private endpoints on Elastic Cloud Enterprise
- **Supported SDKs**: JavaScript, Python, Java, Go, Ruby, PHP, .NET, REST, Elasticsearch DSL
- **Social Providers**: Google and corporate SSO for Elastic Cloud account management
- **Compliance Standards**: SOC 2 Type II, ISO 27001, HIPAA, PCI-DSS, GDPR on Enterprise tiers
- **Webhook Fallback Policy**: Watcher alerts and ingest pipelines with dead-letter index replay patterns

## Entity B

- **Title**: [Qdrant Cloud Vector Search](https://saasspecs.com/item/qdrant/?format=md)
- **Schema type**: Corporation
- **Website**: https://qdrant.tech
- **Email**: support@qdrant.tech
- **Address**: 21 Unter den Linden, Berlin, Berlin, 10117, Germany
- **Coordinates**: 52.517, 13.3889
- **Deployment Link**: [Deploy Qdrant Cloud Vector Search Stack Layer](https://cloud.qdrant.io/signup)

### Summary

High-performance vector database with payload filtering, quantization, and distributed HNSW indexing for neural search.

### Description

Qdrant Cloud runs managed vector clusters with rich JSON payloads, geo filters, and hybrid sparse-dense retrieval. Teams deploy similarity search for recommendations, fraud detection, and RAG without self-managing shards.

### Expert insight

Use payload indexes on filter fields you query alongside vectors to avoid full-scan payload evaluation at scale.

### Attributes

- **Free Tier Allowance**: 1 GB
- **Rate Limit Cap**: 200 RPS
- **Session Lifetime**: 24 Hours
- **Overage Fee per 1k MAU**: 10 USD/GB
- **MFA Support**: Enforced via Qdrant Cloud console two-factor authentication
- **Enterprise SSO SAML**: Available on Enterprise with SAML, OIDC, and dedicated clusters
- **Custom Domain Support**: Private cloud and hybrid deployments on Enterprise tiers
- **Supported SDKs**: Python, JavaScript, Rust, Go, Java, REST, gRPC, LangChain
- **Social Providers**: GitHub and Google OAuth for Qdrant Cloud account login
- **Compliance Standards**: SOC 2 Type II, GDPR; HIPAA on Enterprise agreements
- **Webhook Fallback Policy**: Snapshot exports and WAL replay for disaster recovery on managed clusters

## Facts (machine-readable)

| axis | unit | a_value | b_value | a_display | b_display |
| --- | --- | --- | --- | --- | --- |
| Free Tier Allowance | GB |  | 1 | Self-Hosted Only | 1 GB |
| Rate Limit Cap | RPS |  | 200 | Cluster Bound | 200 RPS |
| Session Lifetime | Hours | 24 | 24 | 24 Hours | 24 Hours |
| Overage Fee per 1k MAU | USD | 0 | 10 | 0 USD | 10 USD/GB |

## Metrics

- **Free Tier Allowance**: Self-Hosted Only / 1 GB
- **Rate Limit Cap**: Cluster Bound / 200 RPS
- **Session Lifetime**: 24 Hours / 24 Hours
- **Overage Fee per 1k MAU**: 0 USD / 10 USD/GB

## Comparison context

This comparison covers the following catalog entities:

- [Elasticsearch](https://saasspecs.com/item/elasticsearch/?format=md) (a)
- [Qdrant Cloud Vector Search](https://saasspecs.com/item/qdrant/?format=md) (b)