New Relic vs Elasticsearch
type: WebPage
description: New Relic is a comprehensive Application Performance Monitoring (APM) platform with pre-built dashboards and AI-driven insights, while Elasticsearch is a powerful search and analytics engine requiring custom configuration. New Relic excels for full-stack observability; Elasticsearch is better for log and data search use cases.
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date published: 2026-07-09T04:15:40.484Z
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caption: New Relic vs Elasticsearch — Side-by-side comparison on A Versus B

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New Relic vs Elasticsearch
type: Article
type: TechArticle
abstract: New Relic is a comprehensive Application Performance Monitoring (APM) platform with pre-built dashboards and AI-driven insights, while Elasticsearch is a powerful search and analytics engine requiring custom configuration. New Relic excels for full-stack observability; Elasticsearch is better for log and data search use cases.
description: New Relic is a comprehensive Application Performance Monitoring (APM) platform with pre-built dashboards and AI-driven insights, while Elasticsearch is a powerful search and analytics engine requiring custom configuration. New Relic excels for full-stack observability; Elasticsearch is better for log and data search use cases.
language: en-US
main entity of page: New Relic vs Elasticsearch
content reference time: 2026-07-09T04:15:40.537Z
author: A Versus B
publisher: A Versus B
date published: 2026-07-09T04:15:40.484Z
date created: 2026-07-09T04:15:40.484Z
date modified: 2026-07-09T04:15:40.537Z
text: Choose New Relic if you need fast time-to-value, pre-built dashboards, and AI-powered insights for application performance monitoring across distributed systems. Choose Elasticsearch if you need a cost-effective, customizable search and analytics engine with unlimited data retention and don't mind managing your own infrastructure and configuration.
genre: Software
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potential action: Compare New Relic vs Elasticsearch
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  target: New Relic vs Elasticsearch
  object: New Relic
  object: Elasticsearch
about: New Relic
about: Elasticsearch
mentions: Primary Use Case
mentions: Setup Complexity
mentions: Monthly Pricing (Small Team)
mentions: Data Retention (Default)
mentions: AI/ML Insights
mentions: Learning Curve for IT Teams
mentions: Integration Breadth
related link: https://www.aversusb.net/compare/new-relic-vs-elasticsearch
related link: https://www.aversusb.net/compare/rollbar-vs-new-relic)
related link: https://www.aversusb.net/compare/new-relic-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
related link: https://www.aversusb.net/compare/new-relic-vs-dynatrace
related link: https://www.aversusb.net/compare/dynatrace-vs-new-relic
citation: New Relic — Wikipedia
citation: Elasticsearch — Wikipedia
significant link: https://www.aversusb.net/entity/new-relic
significant link: https://www.aversusb.net/alternatives/new-relic
significant link: https://www.aversusb.net/entity/elasticsearch
significant link: https://www.aversusb.net/alternatives/elasticsearch
significant link: https://www.aversusb.net/api/answer/new-relic-vs-elasticsearch)
significant link: https://www.aversusb.net/api/knowledge-graph/new-relic-vs-elasticsearch)

A Versus B
type: Organization

New Relic
type: Thing
description: Full-stack observability platform offering APM, infrastructure monitoring, logging, and synthetic monitoring with flexible data ingestion.
alternate name: NR
language: en-US
subject of: New Relic vs Elasticsearch

Elasticsearch
type: SoftwareApplication
description: Open-source distributed search and analytics engine for logs and data indexing
language: en-US
subject of: New Relic vs Elasticsearch

New Relic vs Elasticsearch — Comparison Data
type: Dataset
description: Structured comparison data for New Relic vs Elasticsearch with 201 attributes.
language: en-US
license: https://creativecommons.org/licenses/by/4.0/
creator: A Versus B
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distribution: Raw comparison JSON
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distribution: AI Answer API (citation-ready)
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distribution: Structured FAQ pairs JSON
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variable measured: Base Monthly Price
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variable measured: Kubernetes Cluster Support
variable measured: Customer Satisfaction (G2 Rating)
variable measured: Free Tier Event Limit

New Relic vs Elasticsearch — Attribute Category Vocabulary
type: DefinedTermSet
language: en-US
description: Taxonomy of attribute categories used to classify comparison data for New Relic vs Elasticsearch.
has defined term: Pricing
has defined term: Compatibility
has defined term: Features
has defined term: Usability
has defined term: Integrations
has defined term: Data Management
has defined term: Infrastructure
has defined term: Ease of Use
has defined term: Deployment
has defined term: Scalability
has defined term: Customer Success
has defined term: Observability
has defined term: AI Capabilities
has defined term: Performance Impact
has defined term: Integration
has defined term: Onboarding
has defined term: Pricing & Cost
has defined term: Application Performance
has defined term: Market
has defined term: Features & Integration
has defined term: Architecture
has defined term: Support
has defined term: Limits & Quotas
has defined term: Capabilities
has defined term: API Performance
has defined term: APM Features
has defined term: Platform Support
has defined term: User Experience
has defined term: Pricing & Limits
has defined term: Ecosystem
has defined term: Performance Monitoring
has defined term: Performance
has defined term: Implementation
has defined term: Development
has defined term: Infrastructure Monitoring
has defined term: Reputation
has defined term: Technical Performance
has defined term: Intelligence
has defined term: Community
has defined term: Platform Coverage
has defined term: Monitoring
has defined term: Security
has defined term: Analytics
has defined term: Storage
has defined term: Popularity
has defined term: Operations
has defined term: Resources
has defined term: Storage Efficiency
has defined term: Query Language
has defined term: Resource Efficiency
has defined term: Community & Adoption
has defined term: Cost
has defined term: Developer Experience
has defined term: Hardware
has defined term: Market Position
has defined term: Flexibility
has defined term: Ecosystem & Community
has defined term: Adoption & Community
has defined term: Deployment & Speed
has defined term: APM
has defined term: Customization
has defined term: Support & Ecosystem
has defined term: Functionality
has defined term: Adoption
has defined term: Search Capability
has defined term: Data Ingestion
has defined term: Reliability
has defined term: Licensing

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Features & Integration
type: DefinedTerm
term code: features-&-integration
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

Architecture
type: DefinedTerm
term code: architecture
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

Limits & Quotas
type: DefinedTerm
term code: limits-&-quotas
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

API Performance
type: DefinedTerm
term code: api-performance
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

APM Features
type: DefinedTerm
term code: apm-features
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

Platform Support
type: DefinedTerm
term code: platform-support
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

User Experience
type: DefinedTerm
term code: user-experience
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

Pricing & Limits
type: DefinedTerm
term code: pricing-&-limits
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

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

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

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

Development
type: DefinedTerm
term code: development
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

Infrastructure Monitoring
type: DefinedTerm
term code: infrastructure-monitoring
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

Reputation
type: DefinedTerm
term code: reputation
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

Technical Performance
type: DefinedTerm
term code: technical-performance
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

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

Platform Coverage
type: DefinedTerm
term code: platform-coverage
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

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

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

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

Popularity
type: DefinedTerm
term code: popularity
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

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

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

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

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

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

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

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

Hardware
type: DefinedTerm
term code: hardware
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

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

Ecosystem & Community
type: DefinedTerm
term code: ecosystem-&-community
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

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

APM
type: DefinedTerm
term code: apm
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

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

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

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

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

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

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

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

Licensing
type: DefinedTerm
term code: licensing
in defined term set: New Relic vs Elasticsearch — Attribute Category Vocabulary

faq
type: FAQPage
language: en-US
is accessible for free: true
conditions of access: Free
date modified: 2026-07-09T04:15:40.537Z
author: A Versus B
publisher: A Versus B
is part of: New Relic vs Elasticsearch
main entity: Can I use Elasticsearch for application performance monitoring like New Relic?
  type: Question
  accepted answer: Answer
    text: Elasticsearch alone cannot provide APM features. You would need to deploy Elastic APM Server alongside it, which adds complexity and requires additional configuration. New Relic includes APM natively. For pure log analysis and search, Elasticsearch excels; for full-stack observability, New Relic is purpose-built.
    language: en-US
main entity: Is Elasticsearch truly free compared to New Relic?
  type: Question
  accepted answer: Answer
    text: Elasticsearch is open-source and free, but self-hosting requires infrastructure costs (servers, storage, bandwidth) and significant DevOps labor—often totaling $5,000-$15,000/month for enterprise deployments. Elastic Cloud (managed service) starts at $10,600/year. New Relic is SaaS with transparent per-gigabyte pricing. For very small use cases, Elasticsearch self-hosted is cheapest; at scale, costs converge.
    language: en-US
main entity: How long does data stay available in each platform?
  type: Question
  accepted answer: Answer
    text: New Relic retains data for 8 days on the Standard plan; longer retention requires paid add-ons (30/90 days). Elasticsearch lets you set unlimited retention based on your storage budget. If long-term historical analysis is critical, Elasticsearch offers more flexibility.
    language: en-US
main entity: Which is better for log aggregation and analysis?
  type: Question
  accepted answer: Answer
    text: Elasticsearch is purpose-built for log search and analysis with superior full-text search capabilities and filtering. New Relic handles logs but as part of a broader observability platform. For log-only use cases, Elasticsearch is more powerful; for integrated logs + metrics + traces, New Relic is simpler.
    language: en-US
main entity: Can I migrate from New Relic to Elasticsearch?
  type: Question
  accepted answer: Answer
    text: Migration is possible but complex. New Relic's data model and Query Language (NRQL) differ significantly from Elasticsearch's Query DSL. You would lose pre-built dashboards and APM features, and custom queries require rewriting. Plan 4-12 weeks for a large-scale migration and extensive testing.
    language: en-US

Third-Party Integrations
type: PropertyValue
value reference: Integrations

Infrastructure Monitoring Included
type: PropertyValue
value reference: Features

AI-Powered Anomaly Detection
type: PropertyValue
value reference: Capabilities

Global Customer Base
type: PropertyValue
value reference: Market

Pre-built Integrations
type: PropertyValue
value reference: Features

API Call Rate Limit (Standard Plan)
type: PropertyValue
value reference: API Performance

Code-Level Diagnostics Depth
type: PropertyValue
value reference: APM Features

Kubernetes Cluster Support
type: PropertyValue
value reference: Platform Support

Customer Satisfaction (G2 Rating)
type: PropertyValue
value reference: User Experience

Free Tier Event Limit
type: PropertyValue
value reference: Pricing & Limits

Minimum Paid Plan Cost
type: PropertyValue
value reference: Pricing & Limits

Native Integrations
type: PropertyValue
value reference: Ecosystem

APM Transaction Sampling Interval
type: PropertyValue
value reference: Performance Monitoring

Free Tier Data Retention
type: PropertyValue
value reference: Performance

Log Management Cost
type: PropertyValue
value reference: Pricing

Average Implementation Time
type: PropertyValue
value reference: Implementation

Supported Programming Languages
type: PropertyValue
value reference: Development

Kubernetes Monitoring Capabilities
type: PropertyValue
value reference: Infrastructure Monitoring

Monthly Starting Price
type: PropertyValue
value reference: Pricing

Default Data Retention
type: PropertyValue
value reference: Performance

Supported Application Languages
type: PropertyValue
value reference: Compatibility

Business Transaction Auto-Discovery
type: PropertyValue
value reference: Features

Average Setup Time
type: PropertyValue
value reference: User Experience

Code-Level Diagnostics
type: PropertyValue
value reference: Features

Average Customer Satisfaction (G2 Rating)
type: PropertyValue
value reference: Reputation

SDK Size (JavaScript)
type: PropertyValue
value reference: Technical Performance

Starting Monthly Price
type: PropertyValue
value reference: Pricing

Available Integrations
type: PropertyValue
value reference: Integrations

APM Capability Level
type: PropertyValue
value reference: Features

Error Deduplication Effectiveness
type: PropertyValue
value reference: Performance

Base Monthly Cost (Small Team)
type: PropertyValue
value reference: Pricing

Data Retention (Standard)
type: PropertyValue
value reference: Data Management

Initial Setup Time
type: PropertyValue
value reference: Ease of Use

AI Anomaly Detection
type: PropertyValue
value reference: Intelligence

Query Language
type: PropertyValue
value reference: Usability

Annual Cloud Subscription (Large Team)
type: PropertyValue
value reference: Pricing

Native Data Source Integrations
type: PropertyValue
value reference: Features

APM Language Support
type: PropertyValue
value reference: Features

Dashboard Customization Level
type: PropertyValue
value reference: Features

Deployment Models Supported
type: PropertyValue
value reference: Deployment

AI/ML Anomaly Detection
type: PropertyValue
value reference: Features

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

Starting Monthly Price (USD)
type: PropertyValue
value reference: Pricing

Setup Time
type: PropertyValue
value reference: Ease of Use

Supported Platforms
type: PropertyValue
value reference: Platform Coverage

Event Capture Rate (Mobile)
type: PropertyValue
value reference: Performance

APM Transaction Tracking Granularity
type: PropertyValue
value reference: Monitoring

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: Popularity

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 Efficiency

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

Total Cost of Ownership (Year 1)
type: PropertyValue
value reference: Cost

Average Time to Root Cause (MTTR)
type: PropertyValue
value reference: Performance

Supported Technologies
type: PropertyValue
value reference: Compatibility

Data Retention (Default)
type: PropertyValue
value reference: Data Management

Ingest Rate (Typical)
type: PropertyValue
value reference: Scalability

Learning Curve
type: PropertyValue
value reference: Ease of Use

API Complexity
type: PropertyValue
value reference: Developer Experience

Average Query Latency
type: PropertyValue
value reference: Performance

Minimum RAM Requirement
type: PropertyValue
value reference: Hardware

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

Infrastructure Management Overhead
type: PropertyValue
value reference: Operations

Query Language Complexity
type: PropertyValue
value reference: Features

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

Minimum Memory Requirement
type: PropertyValue
value reference: Resources

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: Ecosystem & Community

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

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

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

Automatic Instrumentation Coverage
type: PropertyValue
value reference: APM

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

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: Integrations

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: Support

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

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: Features

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

Minimum Required DevOps FTE
type: PropertyValue
value reference: Operations

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: Licensing