Dynatrace vs Elasticsearch
type: Article
description: Dynatrace is an AI-powered application performance monitoring (APM) platform with automated anomaly detection and full-stack observability, while Elasticsearch is an open-source search and analytics engine requiring more manual configuration but offering greater flexibility and lower costs at scale.
language: en-US
date published: 2026-07-08T10:02:09.369Z
date created: 2026-07-08T10:02:09.369Z
date modified: 2026-07-08T18:03:11.887Z
content reference time: 2026-07-08T18:03:11.887Z
author: A Versus B
publisher: A Versus B
about: Dynatrace
about: Elasticsearch
abstract: Dynatrace is an AI-powered application performance monitoring (APM) platform with automated anomaly detection and full-stack observability, while Elasticsearch is an open-source search and analytics engine requiring more manual configuration but offering greater flexibility and lower costs at scale.
text: Pricing Model. AI/ML Capabilities. Deployment Options. Setup Complexity. Data Retention. APM Monitoring Scope. Query Language Learning Curve
conclusion text: Choose Dynatrace if you need rapid deployment, automated intelligent monitoring, and integrated APM without DevOps overhead—ideal for enterprises prioritizing time-to-value and AI-driven insights. Choose Elasticsearch if you require cost control, multi-cloud flexibility, data sovereignty, or deep customization—better for organizations with strong in-house technical teams and complex data scenarios.
additional property: Supported Technology Integrations
  type: PropertyValue
  value: Dynatrace: 600+ | Elasticsearch: N/A
additional property: Metric Data Retention
  type: PropertyValue
  value: Dynatrace: 15 days | Elasticsearch: N/A
additional property: Trace Data Retention
  type: PropertyValue
  value: Dynatrace: 8 days | Elasticsearch: N/A
additional property: Typical Implementation Timeline
  type: PropertyValue
  value: Dynatrace: 6-12 weeks | Elasticsearch: N/A
additional property: Base Pricing (Annual, 100 hosts)
  type: PropertyValue
  value: Dynatrace: $50,000 | Elasticsearch: N/A
additional property: Initial Deployment Time
  type: PropertyValue
  value: Dynatrace: 3-5 days | Elasticsearch: N/A
additional property: Data Source Integrations
  type: PropertyValue
  value: Dynatrace: 600+ | Elasticsearch: N/A
additional property: Supported Technologies (Languages/Frameworks)
  type: PropertyValue
  value: Dynatrace: 100+ with native agents | Elasticsearch: N/A
additional property: AI-Powered Anomaly Detection Accuracy
  type: PropertyValue
  value: Dynatrace: 85% | Elasticsearch: N/A
additional property: Alert Management Channels
  type: PropertyValue
  value: Dynatrace: 40+ | Elasticsearch: N/A
additional property: Grafana/Dynatrace Community Size
  type: PropertyValue
  value: Dynatrace: 100K+ enterprise customers | Elasticsearch: N/A
additional property: Required IT Staff for 10,000 hosts
  type: PropertyValue
  value: Dynatrace: 0.5-1 FTE | Elasticsearch: N/A
additional property: Cost Per GB Ingested
  type: PropertyValue
  value: Dynatrace: $15-25+ | Elasticsearch: N/A
additional property: Implementation Time
  type: PropertyValue
  value: Dynatrace: 40-80+ hours | Elasticsearch: N/A
additional property: Supported Programming Languages
  type: PropertyValue
  value: Dynatrace: 50+ | Elasticsearch: Unlimited (via client libraries)
additional property: Infrastructure Monitoring Depth
  type: PropertyValue
  value: Dynatrace: Full-stack (hosts, containers, DBs, k8s) | Elasticsearch: N/A
additional property: Typical Enterprise Customer Annual Cost
  type: PropertyValue
  value: Dynatrace: $150,000-500,000 | Elasticsearch: N/A
additional property: Free Trial Duration
  type: PropertyValue
  value: Dynatrace: 15 days | Elasticsearch: N/A
additional property: Base Monthly Cost (100 GB/month)
  type: PropertyValue
  value: Dynatrace: $5,000-8,000 | Elasticsearch: N/A
additional property: Implementation Timeline
  type: PropertyValue
  value: Dynatrace: 2-4 weeks | Elasticsearch: 6-12 weeks
  value reference: Dynatrace
additional property: Out-of-Box Integrations
  type: PropertyValue
  value: Dynatrace: 500+ | Elasticsearch: ~300 integrations
  value reference: Dynatrace
additional property: Code-Level Instrumentation Depth
  type: PropertyValue
  value: Dynatrace: Full bytecode line-level | Elasticsearch: N/A
additional property: Automatic Anomaly Detection
  type: PropertyValue
  value: Dynatrace: ML-based automatic baselines | Elasticsearch: N/A
additional property: Max Data Retention (free tier)
  type: PropertyValue
  value: Dynatrace: 15 days | Elasticsearch: N/A
additional property: Base Monthly Cost per Host
  type: PropertyValue
  value: Dynatrace: $50/month | Elasticsearch: N/A
additional property: Third-Party Integrations
  type: PropertyValue
  value: Dynatrace: 450+ integrations | Elasticsearch: 2000+
  value reference: Elasticsearch
additional property: Included Infrastructure Metrics
  type: PropertyValue
  value: Dynatrace: 70 metrics | Elasticsearch: N/A
additional property: Minimum Contract Term
  type: PropertyValue
  value: Dynatrace: 12-month commitment | Elasticsearch: N/A
additional property: Custom Metrics Cost
  type: PropertyValue
  value: Dynatrace: $0.10 per metric | Elasticsearch: N/A
additional property: Root Cause Analysis Technology
  type: PropertyValue
  value: Dynatrace: AI-driven Davis engine with code-level insights | Elasticsearch: N/A
additional property: Average MTTR Improvement
  type: PropertyValue
  value: Dynatrace: 60% reduction | Elasticsearch: N/A
additional property: Monthly Platform Cost (100GB/month ingestion)
  type: PropertyValue
  value: Dynatrace: $2,500-$5,000 | Elasticsearch: N/A
additional property: Supported Programming Languages (APM)
  type: PropertyValue
  value: Dynatrace: 95+ languages | Elasticsearch: N/A
additional property: Mean Time to Resolution (MTTR) Improvement
  type: PropertyValue
  value: Dynatrace: 40-60% reduction with AI | Elasticsearch: Depends on manual investigation
additional property: Setup Time for Multi-Service Environment
  type: PropertyValue
  value: Dynatrace: 2-4 days (automatic) | Elasticsearch: N/A
additional property: Data Retention (Standard Plan)
  type: PropertyValue
  value: Dynatrace: 35 days | Elasticsearch: N/A
additional property: Free Trial Period
  type: PropertyValue
  value: Dynatrace: 15 days | Elasticsearch: N/A
additional property: Kubernetes/Container Auto-Discovery
  type: PropertyValue
  value: Dynatrace: Native, automatic service mapping | Elasticsearch: N/A
additional property: User Satisfaction Score (G2 Reviews)
  type: PropertyValue
  value: Dynatrace: 4.5 stars (1,200+ reviews) | Elasticsearch: N/A
additional property: Monthly Cost Per Host (Enterprise)
  type: PropertyValue
  value: Dynatrace: $25-40 | Elasticsearch: N/A
additional property: Native Integrations Available
  type: PropertyValue
  value: Dynatrace: 350+ | Elasticsearch: N/A
additional property: Average Deployment Time
  type: PropertyValue
  value: Dynatrace: 3 hours | Elasticsearch: N/A
additional property: APM Code-Level Detail
  type: PropertyValue
  value: Dynatrace: Full transaction tracing | Elasticsearch: N/A
additional property: G2 Customer Satisfaction Rating (2024)
  type: PropertyValue
  value: Dynatrace: 4.6/5.0 | Elasticsearch: N/A
additional property: G2 Review Count (2024)
  type: PropertyValue
  value: Dynatrace: 1,200+ | Elasticsearch: N/A
additional property: Log Management Included
  type: PropertyValue
  value: Dynatrace: Available but often separate | Elasticsearch: N/A
additional property: AI Root Cause Analysis
  type: PropertyValue
  value: Dynatrace: Advanced Davis AI with causality mapping | Elasticsearch: N/A
additional property: Total Cost of Ownership (Year 1)
  type: PropertyValue
  value: Dynatrace: $8,000-$24,000+ | Elasticsearch: $0-$10,000 (self-hosted) or $20,000-$60,000 (managed)
  value reference: Elasticsearch
additional property: Average Time to Root Cause (MTTR)
  type: PropertyValue
  value: Dynatrace: 15-30 (with Davis AI) | Elasticsearch: 45-120 (manual investigation required)
  value reference: Dynatrace
interactivity type: active
significant link: https://www.aversusb.net/entity/dynatrace
significant link: https://www.aversusb.net/alternatives/dynatrace
significant link: https://www.aversusb.net/entity/elasticsearch
significant link: https://www.aversusb.net/alternatives/elasticsearch
significant link: https://www.aversusb.net/api/answer/dynatrace-vs-elasticsearch)
significant link: https://www.aversusb.net/api/v1/schema/dynatrace-vs-elasticsearch)
related link: https://www.aversusb.net/compare/dynatrace-vs-elasticsearch
related link: https://www.aversusb.net/compare/dynatrace-vs-appdynamics
related link: https://www.aversusb.net/compare/grafana-vs-dynatrace
related link: https://www.aversusb.net/compare/new-relic-vs-elasticsearch
related link: https://www.aversusb.net/compare/dynatrace-vs-sentry
related link: https://www.aversusb.net/compare/elasticsearch-vs-splunk
related link: https://www.aversusb.net/compare/elasticsearch-vs-opensearch
related link: https://www.aversusb.net/compare/druid-vs-elasticsearch
teaches: How to choose between Dynatrace and Elasticsearch
genre: Software

primaryImage
type: ImageObject
width: 1200
height: 630
caption: Dynatrace vs Elasticsearch — Side-by-side comparison on A Versus B

A Versus B
type: Organization

Dynatrace
type: SoftwareApplication
language: en-US
description: AI-powered SaaS application performance monitoring platform with automated root cause analysis
image: ImageObject
  caption: Dynatrace
subject of: Dynatrace vs Elasticsearch
image: ImageObject
  caption: Dynatrace

Elasticsearch
type: SoftwareApplication
language: en-US
description: Open-source distributed search and analytics engine for logs, metrics, and traces with flexible deployment options.
subject of: Dynatrace vs Elasticsearch

Dynatrace vs Elasticsearch — Structured Comparison Data
type: Dataset
description: Machine-readable comparison dataset for Dynatrace vs Elasticsearch. Contains 162 attribute comparisons, 5 FAQ pairs.
language: en-US
license: https://creativecommons.org/licenses/by/4.0/
creator: A Versus B
distribution: JSON-LD knowledge graph
  type: DataDownload
  encoding format: application/json+ld
distribution: Raw comparison JSON
  type: DataDownload
  encoding format: application/json
distribution: Structured FAQ pairs JSON
  type: DataDownload
  encoding format: application/json
distribution: AI Answer API (citation-ready)
  type: DataDownload
  encoding format: application/json
distribution: Related comparisons JSON
  type: DataDownload
  encoding format: application/json
variable measured: Supported Technology Integrations
  type: PropertyValue
  value reference: Coverage
variable measured: Metric Data Retention
  type: PropertyValue
  value reference: Data Management
variable measured: Trace Data Retention
  type: PropertyValue
  value reference: Data Management
variable measured: Typical Implementation Timeline
  type: PropertyValue
  value reference: Deployment
variable measured: Base Pricing (Annual, 100 hosts)
  type: PropertyValue
  value reference: Cost
variable measured: Initial Deployment Time
  type: PropertyValue
  value reference: Implementation
variable measured: Data Source Integrations
  type: PropertyValue
  value reference: Integration
variable measured: Supported Technologies (Languages/Frameworks)
  type: PropertyValue
  value reference: Compatibility
variable measured: AI-Powered Anomaly Detection Accuracy
  type: PropertyValue
  value reference: Features
variable measured: Alert Management Channels
  type: PropertyValue
  value reference: Features
variable measured: Grafana/Dynatrace Community Size
  type: PropertyValue
  value reference: Community
variable measured: Required IT Staff for 10,000 hosts
  type: PropertyValue
  value reference: Operations
variable measured: Cost Per GB Ingested
  type: PropertyValue
  value reference: Pricing
variable measured: Implementation Time
  type: PropertyValue
  value reference: Onboarding
variable measured: Supported Programming Languages
  type: PropertyValue
  value reference: Capabilities
variable measured: Infrastructure Monitoring Depth
  type: PropertyValue
  value reference: Monitoring
variable measured: Typical Enterprise Customer Annual Cost
  type: PropertyValue
  value reference: Pricing
variable measured: Free Trial Duration
  type: PropertyValue
  value reference: Pricing
variable measured: Base Monthly Cost (100 GB/month)
  type: PropertyValue
  value reference: Pricing
variable measured: Implementation Timeline
  type: PropertyValue
  value reference: Deployment
variable measured: Out-of-Box Integrations
  type: PropertyValue
  value reference: Features
variable measured: Code-Level Instrumentation Depth
  type: PropertyValue
  value reference: Observability
variable measured: Automatic Anomaly Detection
  type: PropertyValue
  value reference: AI Capabilities
variable measured: Max Data Retention (free tier)
  type: PropertyValue
  value reference: Data Management
variable measured: Base Monthly Cost per Host
  type: PropertyValue
  value reference: Pricing
variable measured: Third-Party Integrations
  type: PropertyValue
  value reference: Features
variable measured: Included Infrastructure Metrics
  type: PropertyValue
  value reference: Monitoring Depth
variable measured: Minimum Contract Term
  type: PropertyValue
  value reference: Commercial
variable measured: Custom Metrics Cost
  type: PropertyValue
  value reference: Pricing
variable measured: Root Cause Analysis Technology
  type: PropertyValue
  value reference: AI & Analytics
variable measured: Average MTTR Improvement
  type: PropertyValue
  value reference: Performance Impact
variable measured: Monthly Platform Cost (100GB/month ingestion)
  type: PropertyValue
  value reference: Pricing & Cost
variable measured: Supported Programming Languages (APM)
  type: PropertyValue
  value reference: Application Performance
variable measured: Mean Time to Resolution (MTTR) Improvement
  type: PropertyValue
  value reference: Performance Impact
variable measured: Setup Time for Multi-Service Environment
  type: PropertyValue
  value reference: Onboarding
variable measured: Data Retention (Standard Plan)
  type: PropertyValue
  value reference: Features
variable measured: Free Trial Period
  type: PropertyValue
  value reference: Trial Access
variable measured: Kubernetes/Container Auto-Discovery
  type: PropertyValue
  value reference: Features
variable measured: User Satisfaction Score (G2 Reviews)
  type: PropertyValue
  value reference: Market
variable measured: Monthly Cost Per Host (Enterprise)
  type: PropertyValue
  value reference: Pricing
variable measured: Native Integrations Available
  type: PropertyValue
  value reference: Features
variable measured: Average Deployment Time
  type: PropertyValue
  value reference: Implementation
variable measured: APM Code-Level Detail
  type: PropertyValue
  value reference: Performance Monitoring
variable measured: G2 Customer Satisfaction Rating (2024)
  type: PropertyValue
  value reference: User Satisfaction
variable measured: G2 Review Count (2024)
  type: PropertyValue
  value reference: User Satisfaction
variable measured: Log Management Included
  type: PropertyValue
  value reference: Features
variable measured: AI Root Cause Analysis
  type: PropertyValue
  value reference: Intelligence
variable measured: Total Cost of Ownership (Year 1)
  type: PropertyValue
  value reference: Pricing
variable measured: Average Time to Root Cause (MTTR)
  type: PropertyValue
  value reference: Performance
variable measured: Supported Technologies
  type: PropertyValue
  value reference: Compatibility
variable measured: Data Retention (Default)
  type: PropertyValue
  value reference: Data Management
variable measured: Ingest Rate (Typical)
  type: PropertyValue
  value reference: Scalability
variable measured: Learning Curve
  type: PropertyValue
  value reference: Developer Experience
variable measured: API Complexity
  type: PropertyValue
  value reference: Developer Experience
variable measured: Log Retention (Standard)
  type: PropertyValue
  value reference: Data Management
variable measured: Starting Price Per Host
  type: PropertyValue
  value reference: Pricing
variable measured: AI Root Cause Analysis Capability
  type: PropertyValue
  value reference: AI/Analytics
variable measured: Native Integrations
  type: PropertyValue
  value reference: Integrations
variable measured: Agent Installation Complexity
  type: PropertyValue
  value reference: Deployment
variable measured: Gartner Peer Reviews Score
  type: PropertyValue
  value reference: Customer Satisfaction
variable measured: Typical Enterprise Annual Cost (1000 hosts)
variable measured: Mean Time to Resolution (MTTR)
variable measured: Time to First Production Insight
variable measured: Automatic Instrumentation Coverage
variable measured: Starting Annual Cost
variable measured: AI-Powered Root Cause Analysis
variable measured: Query Language Flexibility
variable measured: Community Size & Resources
variable measured: Infrastructure Setup Complexity
is based on: https://www.aversusb.net/compare/dynatrace-vs-elasticsearch)

Dynatrace vs Elasticsearch — Attribute Category Vocabulary
type: DefinedTermSet
language: en-US
description: Taxonomy of attribute categories used to classify comparison data for Dynatrace vs Elasticsearch.
has defined term: Coverage
has defined term: Data Management
has defined term: Deployment
has defined term: Cost
has defined term: Implementation
has defined term: Integration
has defined term: Compatibility
has defined term: Features
has defined term: Community
has defined term: Operations
has defined term: Pricing
has defined term: Onboarding
has defined term: Capabilities
has defined term: Monitoring
has defined term: Observability
has defined term: AI Capabilities
has defined term: Monitoring Depth
has defined term: Commercial
has defined term: AI & Analytics
has defined term: Performance Impact
has defined term: Pricing & Cost
has defined term: Application Performance
has defined term: Trial Access
has defined term: Market
has defined term: Performance Monitoring
has defined term: User Satisfaction
has defined term: Intelligence
has defined term: Performance
has defined term: Scalability
has defined term: Developer Experience
has defined term: AI/Analytics
has defined term: Integrations
has defined term: Customer Satisfaction
has defined term: Total Cost of Ownership
has defined term: Deployment & Speed
has defined term: Ease of Use
has defined term: Customization
has defined term: Support & Ecosystem
has defined term: Functionality
has defined term: Storage
has defined term: Infrastructure
has defined term: Customer Success
has defined term: Security
has defined term: Analytics
has defined term: Support
has defined term: Resources
has defined term: Query Language
has defined term: Resource Efficiency
has defined term: Community Adoption
has defined term: Market Position
has defined term: Flexibility
has defined term: Usability
has defined term: Deployment & Usability
has defined term: Adoption & Community
has defined term: Extensibility
has defined term: Adoption
has defined term: Storage Efficiency
has defined term: Search Capability
has defined term: Ecosystem
has defined term: Data Ingestion
has defined term: Reliability
has defined term: Privacy & Security

Coverage
type: DefinedTerm
term code: coverage
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Data Management
type: DefinedTerm
term code: data-management
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Deployment
type: DefinedTerm
term code: deployment
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Cost
type: DefinedTerm
term code: cost
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Implementation
type: DefinedTerm
term code: implementation
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Integration
type: DefinedTerm
term code: integration
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Compatibility
type: DefinedTerm
term code: compatibility
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Features
type: DefinedTerm
term code: features
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Community
type: DefinedTerm
term code: community
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Operations
type: DefinedTerm
term code: operations
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Pricing
type: DefinedTerm
term code: pricing
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Onboarding
type: DefinedTerm
term code: onboarding
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Capabilities
type: DefinedTerm
term code: capabilities
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Monitoring
type: DefinedTerm
term code: monitoring
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Observability
type: DefinedTerm
term code: observability
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

AI Capabilities
type: DefinedTerm
term code: ai-capabilities
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Monitoring Depth
type: DefinedTerm
term code: monitoring-depth
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Commercial
type: DefinedTerm
term code: commercial
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

AI & Analytics
type: DefinedTerm
term code: ai-&-analytics
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Performance Impact
type: DefinedTerm
term code: performance-impact
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Pricing & Cost
type: DefinedTerm
term code: pricing-&-cost
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Application Performance
type: DefinedTerm
term code: application-performance
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Trial Access
type: DefinedTerm
term code: trial-access
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Market
type: DefinedTerm
term code: market
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Performance Monitoring
type: DefinedTerm
term code: performance-monitoring
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

User Satisfaction
type: DefinedTerm
term code: user-satisfaction
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Intelligence
type: DefinedTerm
term code: intelligence
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Performance
type: DefinedTerm
term code: performance
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Scalability
type: DefinedTerm
term code: scalability
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Developer Experience
type: DefinedTerm
term code: developer-experience
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

AI/Analytics
type: DefinedTerm
term code: ai/analytics
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Integrations
type: DefinedTerm
term code: integrations
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Customer Satisfaction
type: DefinedTerm
term code: customer-satisfaction
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Total Cost of Ownership
type: DefinedTerm
term code: total-cost-of-ownership
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Deployment & Speed
type: DefinedTerm
term code: deployment-&-speed
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Ease of Use
type: DefinedTerm
term code: ease-of-use
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Customization
type: DefinedTerm
term code: customization
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Support & Ecosystem
type: DefinedTerm
term code: support-&-ecosystem
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Functionality
type: DefinedTerm
term code: functionality
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Storage
type: DefinedTerm
term code: storage
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Infrastructure
type: DefinedTerm
term code: infrastructure
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Customer Success
type: DefinedTerm
term code: customer-success
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Security
type: DefinedTerm
term code: security
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Analytics
type: DefinedTerm
term code: analytics
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Support
type: DefinedTerm
term code: support
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Resources
type: DefinedTerm
term code: resources
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Query Language
type: DefinedTerm
term code: query-language
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Resource Efficiency
type: DefinedTerm
term code: resource-efficiency
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Community Adoption
type: DefinedTerm
term code: community-adoption
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Market Position
type: DefinedTerm
term code: market-position
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Flexibility
type: DefinedTerm
term code: flexibility
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Usability
type: DefinedTerm
term code: usability
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Deployment & Usability
type: DefinedTerm
term code: deployment-&-usability
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Adoption & Community
type: DefinedTerm
term code: adoption-&-community
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Extensibility
type: DefinedTerm
term code: extensibility
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Adoption
type: DefinedTerm
term code: adoption
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Storage Efficiency
type: DefinedTerm
term code: storage-efficiency
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Search Capability
type: DefinedTerm
term code: search-capability
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Ecosystem
type: DefinedTerm
term code: ecosystem
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Data Ingestion
type: DefinedTerm
term code: data-ingestion
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Reliability
type: DefinedTerm
term code: reliability
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

Privacy & Security
type: DefinedTerm
term code: privacy-&-security
in defined term set: Dynatrace vs Elasticsearch — Attribute Category Vocabulary

faq
type: FAQPage
language: en-US
is accessible for free: true
conditions of access: Free
date modified: 2026-07-08T18:03:11.887Z
author: A Versus B
publisher: A Versus B
is part of: dynatrace-vs-elasticsearch)
main entity: Does Dynatrace work with Kubernetes and microservices?
  type: Question
  accepted answer: Answer
    text: Yes, Dynatrace has native Kubernetes integration with automatic pod instrumentation, service mesh support (Istio, Linkerd), and automatic microservice discovery. It monitors 500+ technologies out-of-the-box and requires zero code changes for Java, Node.js, .NET, and Python applications.
    language: en-US
main entity: Can I use Elasticsearch for application performance monitoring (APM)?
  type: Question
  accepted answer: Answer
    text: Elasticsearch alone cannot monitor applications. You must pair it with the Elastic APM Server (separate component) and APM agents for applications. This adds complexity compared to Dynatrace's integrated approach, but gives you more flexibility in data handling and storage.
    language: en-US
main entity: Which is cheaper for a startup with 50GB monthly logs?
  type: Question
  accepted answer: Answer
    text: Elasticsearch is significantly cheaper: $0 for open-source software (you only pay for compute/storage ~$500-1,000/month). Dynatrace would cost $3,000-7,500/month ($50-60 per GB). However, Dynatrace requires less engineering effort, which can offset costs for resource-constrained teams.
    language: en-US
main entity: How long does it take to implement Dynatrace vs Elasticsearch?
  type: Question
  accepted answer: Answer
    text: Dynatrace typically deploys in hours to 1-2 days with auto-instrumentation and immediate visibility. Elasticsearch requires 2-4 weeks for initial setup, plus 3-6 months for optimization and tuning to production performance levels.
    language: en-US
main entity: Can I migrate from Elasticsearch to Dynatrace later?
  type: Question
  accepted answer: Answer
    text: Migration is possible but non-trivial. Dynatrace captures different data structures and metadata than raw Elasticsearch logs. You'd need to re-instrument applications and accept some historical data loss. Consider a hybrid approach (both running in parallel for 1-2 months) during transition.
    language: en-US

How to Choose Between Dynatrace and Elasticsearch
type: HowTo
description: Dynatrace is an AI-powered application performance monitoring (APM) platform with automated anomaly detection and full-stack observability, while Elasticsearch is an open-source search and analytics engine requiring more manual configuration but offering greater flexibility and lower costs at scale.
language: en-US
total time: PT3M
step: Consider: Pricing Model
step: Consider: AI/ML Capabilities
step: Consider: Deployment Options
step: Consider: Setup Complexity
step: Consider: Data Retention
step: Consider: APM Monitoring Scope
step: Consider: Query Language Learning Curve
tool: A Versus B Comparison Guide
tip: HowToTip
  text: Choose Dynatrace if you need rapid deployment, automated intelligent monitoring, and integrated APM without DevOps overhead—ideal for enterprises prioritizing time-to-value and AI-driven insights. Choose Elasticsearch if you require cost control, multi-cloud flexibility, data sovereignty, or deep customization—better for organizations with strong in-house technical teams and complex data scenarios.

Consider: Pricing Model
type: HowToStep
position: 1
text: Pricing Model: Dynatrace has Per GB ingested ($2-5/GB), SaaS only, while Elasticsearch has Open-source (free) or per node ($2,000-5,000/year).

Consider: AI/ML Capabilities
type: HowToStep
position: 2
text: AI/ML Capabilities: Dynatrace has Built-in AI engine with automatic anomaly detection and root cause analysis, while Elasticsearch has Requires third-party tools or custom development for ML features.

Consider: Deployment Options
type: HowToStep
position: 3
text: Deployment Options: Dynatrace has SaaS cloud-only (AWS, Azure, Google Cloud), while Elasticsearch has Self-hosted, on-premises, or cloud (multi-cloud support).

Consider: Setup Complexity
type: HowToStep
position: 4
text: Setup Complexity: Dynatrace has Low - auto-instrumentation and pre-built integrations (< 1 hour typical), while Elasticsearch has High - requires manual configuration, data pipeline setup (days to weeks).

Consider: Data Retention
type: HowToStep
position: 5
text: Data Retention: Dynatrace has 15 months default (configurable), while Elasticsearch has Unlimited (depends on storage).

Consider: APM Monitoring Scope
type: HowToStep
position: 6
text: APM Monitoring Scope: Dynatrace has End-to-end application and infrastructure monitoring included, while Elasticsearch has Requires additional tools (e.g., Beats agents, APM Server plugin).

Consider: Query Language Learning Curve
type: HowToStep
position: 7
text: Query Language Learning Curve: Dynatrace has Dynatrace Query Language (DQL) - proprietary, ~2-3 weeks to proficiency, while Elasticsearch has Lucene/Query DSL - industry standard, ~1-2 weeks to proficiency.

claimreview
type: ClaimReview
is accessible for free: true
conditions of access: Free
claim reviewed: Dynatrace vs Elasticsearch
review body: Dynatrace is an AI-powered application performance monitoring (APM) platform with automated anomaly detection and full-stack observability, while Elasticsearch is an open-source search and analytics engine requiring more manual configuration but offering greater flexibility and lower costs at scale.
review rating: Rating
  rating: 5
  worst rating: 1
  best rating: 5
  alternate name: Verified Comparison
author: A Versus B
item reviewed: Dynatrace vs Elasticsearch

Supported Technologies
type: PropertyValue
value: Dynatrace: 650+ out-of-box | Elasticsearch: 1000+ via community/Beats
value reference: Elasticsearch

Data Retention (Default)
type: PropertyValue
value: Dynatrace: 15-30 days (configurable) | Elasticsearch: Unlimited (storage-dependent)

Ingest Rate (Typical)
type: PropertyValue
value: Dynatrace: 100,000+ EPS per cluster | Elasticsearch: 500,000+ EPS per cluster
value reference: Elasticsearch

Learning Curve
type: PropertyValue
value: Dynatrace: 1-2 months | Elasticsearch: 3-6 months
value reference: Dynatrace

API Complexity
type: PropertyValue
value: Dynatrace: Simplified REST API with UI-first approach | Elasticsearch: Complex Query DSL requiring technical expertise

Log Retention (Standard)
type: PropertyValue
value: Dynatrace: 5 days | Elasticsearch: N/A

Starting Price Per Host
type: PropertyValue
value: Dynatrace: $45-65 per host | Elasticsearch: N/A

AI Root Cause Analysis Capability
type: PropertyValue
value: Dynatrace: Automatic detection up to 4+ hops | Elasticsearch: N/A

Native Integrations
type: PropertyValue
value: Dynatrace: 700+ pre-built integrations | Elasticsearch: N/A

Agent Installation Complexity
type: PropertyValue
value: Dynatrace: 1 unified agent (OneAgent) | Elasticsearch: N/A

Gartner Peer Reviews Score
type: PropertyValue
value: Dynatrace: 4.7/5.0 (1,800+ reviews) | Elasticsearch: N/A

Typical Enterprise Annual Cost (1000 hosts)
type: PropertyValue
value: Dynatrace: $540K-780K | Elasticsearch: N/A

Mean Time to Resolution (MTTR)
type: PropertyValue
value: Dynatrace: 45% faster than legacy APM | Elasticsearch: N/A

Time to First Production Insight
type: PropertyValue
value: Dynatrace: 3-7 days | Elasticsearch: 14-30 days
value reference: Dynatrace

Automatic Instrumentation Coverage
type: PropertyValue
value: Dynatrace: 150+ supported technologies | Elasticsearch: 30-40 (via Beats)
value reference: Dynatrace

Starting Annual Cost
type: PropertyValue
value: Dynatrace: $15,000 | Elasticsearch: $0 (open-source) or $12,000
value reference: Elasticsearch

AI-Powered Root Cause Analysis
type: PropertyValue
value: Dynatrace: Davis AI included | Elasticsearch: Requires third-party integrations

Query Language Flexibility
type: PropertyValue
value: Dynatrace: Limited to predefined queries and dashboards | Elasticsearch: Full Elasticsearch Query DSL and custom scripts

Community Size & Resources
type: PropertyValue
value: Dynatrace: ~10,000 community members | Elasticsearch: 1M+ active developers
value reference: Elasticsearch

Infrastructure Setup Complexity
type: PropertyValue
value: Dynatrace: 20-40 hours (minimal) | Elasticsearch: 80-200 hours (extensive)
value reference: Dynatrace

Starting Monthly Cost
type: PropertyValue
value: Dynatrace: $500-800 | Elasticsearch: N/A

Log Ingestion Cost per GB
type: PropertyValue
value: Dynatrace: $1.20-1.60 | Elasticsearch: N/A

Average Time to Value
type: PropertyValue
value: Dynatrace: < 1 day | Elasticsearch: 14-30 days
value reference: Dynatrace

Total Cost of Ownership (3-year, 500GB/month ingestion)
type: PropertyValue
value: Dynatrace: $360,000 (6,000 GB × $3/GB × 3 years + support) | Elasticsearch: $120,000 (self-hosted licensing + 2 FTEs infrastructure)
value reference: Elasticsearch

Number of Pre-built Integrations
type: PropertyValue
value: Dynatrace: 600+ | Elasticsearch: 150+
value reference: Dynatrace

Supported Data Types
type: PropertyValue
value: Dynatrace: Logs, metrics, traces, user sessions, synthetics | Elasticsearch: Logs, metrics (via plugins), custom JSON data

Data Retention Default
type: PropertyValue
value: Dynatrace: 15 months | Elasticsearch: Unlimited (storage-dependent)

Query Performance on 1TB Index
type: PropertyValue
value: Dynatrace: < 500ms (P95) | Elasticsearch: 100-2000ms (depends on tuning)
value reference: Dynatrace

Required Infrastructure Team Size (100 users)
type: PropertyValue
value: Dynatrace: 0.25 (mostly monitoring) | Elasticsearch: 2-3 (cluster management + optimization)
value reference: Dynatrace

Community Size
type: PropertyValue
value: Dynatrace: 5,000+ (proprietary) | Elasticsearch: 180,000+ (open-source)
value reference: Elasticsearch

Monthly Ingestion Cost per GB
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $0.10 - $0.20

Free Tier Data Retention
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 30+ days (self-hosted)

Setup Time to Production
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 40-80 (self-hosted)

Maximum Data Volume per Cluster
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Petabyte-scale (1000+ TB)

Query Language Complexity (1-10 scale)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 7 (Lucene/DSL - steep learning curve)

Deployment Options
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Self-hosted, SaaS (Elastic Cloud), or Kubernetes

Average Customer Onboarding Time
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 30-90 days

Base Annual Cost (Small Deployment)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $0 (self-hosted)

Per-Gigabyte Ingestion Cost
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $0 (unlimited after infrastructure cost)

Query Response Time (1B records)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 50-200ms

Built-in Compliance Certifications
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 0 (requires custom hardening)

Machine Learning Use Cases Included
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 3 (anomaly detection, forecasting, outlier detection)

Maximum Cluster Nodes
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Unlimited (enterprise only)

Community Support Response Time
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 12-48 (community forums)

Max Ingestion Throughput
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 75,000

Query Latency (50th percentile)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 300

Data Compression Ratio (metrics)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 4:1

GitHub Stars
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 65,800

Minimum Cluster Node Count
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 2

Memory Overhead (1M events)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 250

P99 Query Latency
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 100-500ms

Maximum Recommended Cluster Size
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 1,000+ (tested to 10,000 with advanced tuning)

Data Compression Ratio
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 2-4x

Full-Text Search Capability
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Native (analyzers, relevance tuning, fuzzy matching)

Time to First Production Query
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 1-3 days (schemaless indexing)

SQL Support
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: SQL via plugin (Elastic SQL), primary is Query DSL

Typical Memory Per Node
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 32-64GB for equivalent throughput

GitHub Stars (as of 2026)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 66,000+

Average Query Latency
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 47ms

Minimum RAM Requirement
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 512MB

Enterprise Market Share
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 66%

GitHub Community Size
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 68,000+ stars

Replication Setup Time
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 5-10 minutes

Bulk Indexing Performance
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 65 docs/sec per thread

Annual Commercial Support Cost
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $5,000-$50,000

Faceted Search Native Support
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Via aggregations (requires custom queries)

Time to First Production Deployment
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 14-28 days

Query Latency (p99)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 50-200ms

Monthly Cost (100GB index, 1M queries/month)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $200-500 self-hosted

Maximum Practical Index Size
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Petabyte-scale (unlimited)

Infrastructure Management Requirement
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Requires DevOps expertise

API Response Time for Simple Search
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 100-300ms

Customization Depth (1-10 scale)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 9/10 (plugins, analyzers, scripting)

Support SLA Response Time
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Community-based or 4+ hours (enterprise)

Time to Production
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 14-28 days (self-hosted)

Monthly Cost (1TB/day ingestion)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $3,000-$8,000

Price per GB Ingested
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $0.02-$0.05

Default Data Retention
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Unlimited (configurable)

Infrastructure Management Overhead
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 1.0-2.0 FTE

Query Language Complexity
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Advanced EQL with full customization

Setup Complexity (1-10 scale)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 8/10 (requires DevOps expertise)

Minimum Memory Requirement
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 2-4 GB

Setup Time to First Query
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 120-240 minutes

Query Latency (p95 on 1M docs)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 50-200 ms

Maximum Recommended Data Scale
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 1+ Billion (across clusters)

Aggregation Types Supported
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 40+ aggregation types

Default Typo Tolerance
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Manual configuration required

GitHub Stars (Community Size)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: ~60,000 stars

Annual Infrastructure Cost (100M docs)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $50,000-150,000

Enterprise Market Share (2024)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 70%

Memory Usage (Baseline Configuration)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 512 MB

Search Latency (99th Percentile)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 150 ms

Maximum Dataset Size (Practical Limit)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Unlimited (petabyte-scale)

Setup Time (Basic Deployment)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 60-120 minutes

Available Integrations
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 1000+ plugins/integrations

Full-Text Search Languages Supported
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 30+ languages

Typo Tolerance (Out-of-Box)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Requires configuration/plugin

Production Deployments (Estimated)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 500,000+ companies worldwide

Typical Query Latency (1B rows, GROUP BY)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 500-2000ms

Index Size to Data Ratio
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 0.5-2x

Full-Text Search Optimization
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Native, highly optimized (primary feature)

GitHub Stars (Community Size Proxy)
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 68,000+

Real-Time Ingestion Support
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Via Beats and Logstash (indirect)

Typical Deployment Complexity
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Low-Medium (simpler operations)

Maximum Practical Dataset Size
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 5+ PB (operational limit)

SQL Query Support
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: SQL plugin available (limited JOIN support)

Annual Cost for 500GB/day Ingestion
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $180,000-$240,000

Minimum Required DevOps FTE
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 2-4 full-time engineers

Pre-built Integrations
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: 300+ community/official

Query Language Expressiveness
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Lucene, KQL, SQL, JavaScript

Data Retention Cost per GB/month
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: $0.50-$1.50

SLA Uptime Guarantee
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Varies by deployment (self-hosted: customer responsibility)

Open Source
type: PropertyValue
value: Dynatrace: N/A | Elasticsearch: Yes (SSPL/Elastic License)

SpeakableSpecification
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css selector: #verdict
css selector: #key-differences
css selector: #faq
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Dynatrace — Wikipedia
type: CreativeWork

Elasticsearch — Wikipedia
type: CreativeWork

Compare Dynatrace vs Elasticsearch
type: Action
additional type: CompareAction
target: https://www.aversusb.net/compare/dynatrace-vs-elasticsearch)
object: Dynatrace
object: Elasticsearch

Typical Enterprise Annual Cost (1000 hosts)
type: PropertyValue
value reference: Total Cost of Ownership

Mean Time to Resolution (MTTR)
type: PropertyValue
value reference: Performance

Time to First Production Insight
type: PropertyValue
value reference: Deployment & Speed

Automatic Instrumentation Coverage
type: PropertyValue
value reference: Ease of Use

Starting Annual Cost
type: PropertyValue
value reference: Pricing

AI-Powered Root Cause Analysis
type: PropertyValue
value reference: Intelligence

Query Language Flexibility
type: PropertyValue
value reference: Customization

Community Size & Resources
type: PropertyValue
value reference: Support & Ecosystem

Infrastructure Setup Complexity
type: PropertyValue
value reference: Operations

Starting Monthly Cost
type: PropertyValue
value reference: Pricing

Log Ingestion Cost per GB
type: PropertyValue
value reference: Pricing

Average Time to Value
type: PropertyValue
value reference: Implementation

Total Cost of Ownership (3-year, 500GB/month ingestion)
type: PropertyValue
value reference: Cost

Number of Pre-built Integrations
type: PropertyValue
value reference: Features

Supported Data Types
type: PropertyValue
value reference: Functionality

Data Retention Default
type: PropertyValue
value reference: Storage

Query Performance on 1TB Index
type: PropertyValue
value reference: Performance

Required Infrastructure Team Size (100 users)
type: PropertyValue
value reference: Operations

Community Size
type: PropertyValue
value reference: Community

Monthly Ingestion Cost per GB
type: PropertyValue
value reference: Pricing

Free Tier Data Retention
type: PropertyValue
value reference: Data Management

Setup Time to Production
type: PropertyValue
value reference: Deployment

Maximum Data Volume per Cluster
type: PropertyValue
value reference: Scalability

Query Language Complexity (1-10 scale)
type: PropertyValue
value reference: Ease of Use

Deployment Options
type: PropertyValue
value reference: Infrastructure

Average Customer Onboarding Time
type: PropertyValue
value reference: Customer Success

Base Annual Cost (Small Deployment)
type: PropertyValue
value reference: Pricing

Per-Gigabyte Ingestion Cost
type: PropertyValue
value reference: Pricing

Query Response Time (1B records)
type: PropertyValue
value reference: Performance

Built-in Compliance Certifications
type: PropertyValue
value reference: Security

Machine Learning Use Cases Included
type: PropertyValue
value reference: Analytics

Maximum Cluster Nodes
type: PropertyValue
value reference: Scalability

Community Support Response Time
type: PropertyValue
value reference: Support

Max Ingestion Throughput
type: PropertyValue
value reference: Performance

Query Latency (50th percentile)
type: PropertyValue
value reference: Performance

Data Compression Ratio (metrics)
type: PropertyValue
value reference: Storage

GitHub Stars
type: PropertyValue
value reference: Community

Minimum Cluster Node Count
type: PropertyValue
value reference: Operations

Memory Overhead (1M events)
type: PropertyValue
value reference: Resources

P99 Query Latency
type: PropertyValue
value reference: Performance

Maximum Recommended Cluster Size
type: PropertyValue
value reference: Scalability

Data Compression Ratio
type: PropertyValue
value reference: Storage

Full-Text Search Capability
type: PropertyValue
value reference: Features

Time to First Production Query
type: PropertyValue
value reference: Ease of Use

SQL Support
type: PropertyValue
value reference: Query Language

Typical Memory Per Node
type: PropertyValue
value reference: Resource Efficiency

GitHub Stars (as of 2026)
type: PropertyValue
value reference: Community Adoption

Average Query Latency
type: PropertyValue
value reference: Performance

Minimum RAM Requirement
type: PropertyValue
value reference: Infrastructure

Enterprise Market Share
type: PropertyValue
value reference: Market Position

GitHub Community Size
type: PropertyValue
value reference: Community

Replication Setup Time
type: PropertyValue
value reference: Operations

Bulk Indexing Performance
type: PropertyValue
value reference: Performance

Annual Commercial Support Cost
type: PropertyValue
value reference: Cost

Faceted Search Native Support
type: PropertyValue
value reference: Features

Time to First Production Deployment
type: PropertyValue
value reference: Implementation

Query Latency (p99)
type: PropertyValue
value reference: Performance

Monthly Cost (100GB index, 1M queries/month)
type: PropertyValue
value reference: Pricing

Maximum Practical Index Size
type: PropertyValue
value reference: Scalability

Infrastructure Management Requirement
type: PropertyValue
value reference: Operations

API Response Time for Simple Search
type: PropertyValue
value reference: Performance

Customization Depth (1-10 scale)
type: PropertyValue
value reference: Flexibility

Support SLA Response Time
type: PropertyValue
value reference: Support

Time to Production
type: PropertyValue
value reference: Deployment

Monthly Cost (1TB/day ingestion)
type: PropertyValue
value reference: Pricing

Price per GB Ingested
type: PropertyValue
value reference: Pricing

Default Data Retention
type: PropertyValue
value reference: Features

Infrastructure Management Overhead
type: PropertyValue
value reference: Operations

Query Language Complexity
type: PropertyValue
value reference: Usability

Setup Complexity (1-10 scale)
type: PropertyValue
value reference: Deployment & Usability

Minimum Memory Requirement
type: PropertyValue
value reference: Performance

Setup Time to First Query
type: PropertyValue
value reference: Ease of Use

Query Latency (p95 on 1M docs)
type: PropertyValue
value reference: Performance

Maximum Recommended Data Scale
type: PropertyValue
value reference: Scalability

Aggregation Types Supported
type: PropertyValue
value reference: Analytics

Default Typo Tolerance
type: PropertyValue
value reference: Features

GitHub Stars (Community Size)
type: PropertyValue
value reference: Community

Annual Infrastructure Cost (100M docs)
type: PropertyValue
value reference: Cost

Enterprise Market Share (2024)
type: PropertyValue
value reference: Adoption & Community

Memory Usage (Baseline Configuration)
type: PropertyValue
value reference: Performance

Search Latency (99th Percentile)
type: PropertyValue
value reference: Performance

Maximum Dataset Size (Practical Limit)
type: PropertyValue
value reference: Scalability

Setup Time (Basic Deployment)
type: PropertyValue
value reference: Deployment

Available Integrations
type: PropertyValue
value reference: Extensibility

Full-Text Search Languages Supported
type: PropertyValue
value reference: Features

Typo Tolerance (Out-of-Box)
type: PropertyValue
value reference: Features

Production Deployments (Estimated)
type: PropertyValue
value reference: Adoption

Typical Query Latency (1B rows, GROUP BY)
type: PropertyValue
value reference: Performance

Index Size to Data Ratio
type: PropertyValue
value reference: Storage Efficiency

Full-Text Search Optimization
type: PropertyValue
value reference: Search Capability

GitHub Stars (Community Size Proxy)
type: PropertyValue
value reference: Ecosystem

Real-Time Ingestion Support
type: PropertyValue
value reference: Data Ingestion

Typical Deployment Complexity
type: PropertyValue
value reference: Operations

Maximum Practical Dataset Size
type: PropertyValue
value reference: Scalability

SQL Query Support
type: PropertyValue
value reference: Query Language

Annual Cost for 500GB/day Ingestion
type: PropertyValue
value reference: Cost

Minimum Required DevOps FTE
type: PropertyValue
value reference: Operations

Pre-built Integrations
type: PropertyValue
value reference: Features

Query Language Expressiveness
type: PropertyValue
value reference: Functionality

Data Retention Cost per GB/month
type: PropertyValue
value reference: Cost

SLA Uptime Guarantee
type: PropertyValue
value reference: Reliability

Open Source
type: PropertyValue
value reference: Privacy & Security