Splunk vs Datadog
type: WebPage
description: Splunk excels in log aggregation and SIEM with deeper historical data retention, while Datadog provides superior real-time infrastructure monitoring and APM with faster deployment. Splunk costs more at scale but offers stronger compliance features, whereas Datadog has lower baseline costs and tighter cloud-native integration.
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date published: 2026-07-09T05:07:26.872Z
date created: 2026-07-09T05:07:26.872Z
date modified: 2026-07-09T05:07:27.561Z
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caption: Splunk vs Datadog — Side-by-side comparison on A Versus B

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type: WebPage

Splunk vs Datadog
type: Article
type: TechArticle
abstract: Splunk excels in log aggregation and SIEM with deeper historical data retention, while Datadog provides superior real-time infrastructure monitoring and APM with faster deployment. Splunk costs more at scale but offers stronger compliance features, whereas Datadog has lower baseline costs and tighter cloud-native integration.
description: Splunk excels in log aggregation and SIEM with deeper historical data retention, while Datadog provides superior real-time infrastructure monitoring and APM with faster deployment. Splunk costs more at scale but offers stronger compliance features, whereas Datadog has lower baseline costs and tighter cloud-native integration.
language: en-US
main entity of page: Splunk vs Datadog
content reference time: 2026-07-09T05:07:27.561Z
author: A Versus B
publisher: A Versus B
date published: 2026-07-09T05:07:26.872Z
date created: 2026-07-09T05:07:26.872Z
date modified: 2026-07-09T05:07:27.561Z
text: Choose Splunk if you need enterprise-grade security monitoring, deep historical data analysis, or strict compliance requirements (PCI-DSS, HIPAA, SOC 2). Choose Datadog if you prioritize rapid deployment, real-time cloud infrastructure monitoring, integrated APM, or prefer lower baseline costs with cloud-native environments.
genre: Software
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potential action: Compare Splunk Enterprise vs Datadog
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  target: Splunk vs Datadog
  object: Splunk Enterprise
  object: Datadog
about: Splunk Enterprise
about: Datadog
mentions: Primary Strength
mentions: Data Retention (Default)
mentions: Setup Time
mentions: Cost Model
mentions: APM (Application Performance Monitoring)
mentions: SIEM Capabilities
mentions: Kubernetes Support
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related link: https://www.aversusb.net/compare/bugsnag-vs-datadog
related link: https://www.aversusb.net/compare/splunk-vs-datadog
citation: Splunk Enterprise — Wikipedia
citation: Datadog — Wikipedia
significant link: https://www.aversusb.net/entity/splunk-enterprise
significant link: https://www.aversusb.net/alternatives/splunk-enterprise
significant link: https://www.aversusb.net/entity/datadog
significant link: https://www.aversusb.net/alternatives/datadog
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A Versus B
type: Organization

Splunk Enterprise
type: SoftwareApplication
description: Enterprise data platform for log aggregation, SIEM, and compliance monitoring
alternate name: SE
language: en-US
subject of: Splunk vs Datadog

Datadog
type: Thing
description: Cloud monitoring and observability platform with integrated APM and infrastructure monitoring
language: en-US
image: ImageObject
  caption: Datadog
subject of: Splunk vs Datadog

Splunk vs Datadog — Comparison Data
type: Dataset
description: Structured comparison data for Splunk vs Datadog with 148 attributes.
language: en-US
license: https://creativecommons.org/licenses/by/4.0/
creator: A Versus B
distribution: Schema.org JSON-LD (pure)
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distribution: JSON-LD knowledge graph
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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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distribution: Related comparisons JSON
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variable measured: Metrics Data Retention
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variable measured: Global Data Centers
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variable measured: APM Specialization
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variable measured: Kubernetes Support
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variable measured: Time to First Dashboard
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variable measured: Log Management
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variable measured: Starting Monthly Price
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variable measured: Native Integrations
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variable measured: Log Ingestion & Parsing
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variable measured: User Interface Intuitiveness
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variable measured: Supported Data Sources
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variable measured: Free Tier Value
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variable measured: Starting Cost (Pro Plan)
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variable measured: Error Tracking Speed
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variable measured: Supported Languages
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variable measured: Log Storage (included)
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variable measured: User Session Replay
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variable measured: MTTR Improvement vs Manual
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variable measured: Metric Cardinality Ceiling
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variable measured: Memory Footprint (Typical Setup)
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variable measured: Customer Support Availability
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variable measured: APM Code-Level Detail
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variable measured: Log Management Included
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variable measured: AI Root Cause Analysis
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variable measured: Enterprise Security Features
variable measured: Average Cost per GB Ingested
variable measured: Typical Deployment Timeline
variable measured: Default Data Retention Period
variable measured: Out-of-Box Integrations

Splunk vs Datadog — Attribute Category Vocabulary
type: DefinedTermSet
language: en-US
description: Taxonomy of attribute categories used to classify comparison data for Splunk vs Datadog.
has defined term: Data Management
has defined term: Infrastructure
has defined term: Features
has defined term: Implementation
has defined term: Pricing
has defined term: Integrations
has defined term: Usability
has defined term: Integration
has defined term: Performance
has defined term: Accessibility
has defined term: Storage
has defined term: Monitoring
has defined term: Reliability
has defined term: Deployment
has defined term: Community
has defined term: Ease of Use
has defined term: Connectivity
has defined term: User Experience
has defined term: Application Performance
has defined term: Monitoring Depth
has defined term: Commercial
has defined term: AI & Analytics
has defined term: Performance Impact
has defined term: Support
has defined term: Performance Monitoring
has defined term: User Reviews
has defined term: User Satisfaction
has defined term: Intelligence
has defined term: Ecosystem
has defined term: Security
has defined term: Industry Recognition
has defined term: Developer Experience
has defined term: APM
has defined term: Market
has defined term: Operations
has defined term: Flexibility
has defined term: Integrations & Connectivity
has defined term: Development
has defined term: Infrastructure Monitoring
has defined term: Core Features
has defined term: Setup
has defined term: Privacy & Control
has defined term: Scalability
has defined term: AI/Analytics
has defined term: Customer Satisfaction
has defined term: Total Cost of Ownership
has defined term: Mobile Support
has defined term: Data Retention
has defined term: Market Position
has defined term: Cost
has defined term: Functionality
has defined term: Licensing

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

Infrastructure
type: DefinedTerm
term code: infrastructure
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Features
type: DefinedTerm
term code: features
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Implementation
type: DefinedTerm
term code: implementation
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Pricing
type: DefinedTerm
term code: pricing
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Integrations
type: DefinedTerm
term code: integrations
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Usability
type: DefinedTerm
term code: usability
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Integration
type: DefinedTerm
term code: integration
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Performance
type: DefinedTerm
term code: performance
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Accessibility
type: DefinedTerm
term code: accessibility
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Storage
type: DefinedTerm
term code: storage
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Monitoring
type: DefinedTerm
term code: monitoring
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Reliability
type: DefinedTerm
term code: reliability
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Deployment
type: DefinedTerm
term code: deployment
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Community
type: DefinedTerm
term code: community
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

Connectivity
type: DefinedTerm
term code: connectivity
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

User Experience
type: DefinedTerm
term code: user-experience
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

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

Commercial
type: DefinedTerm
term code: commercial
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

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

Support
type: DefinedTerm
term code: support
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

User Reviews
type: DefinedTerm
term code: user-reviews
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

Intelligence
type: DefinedTerm
term code: intelligence
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Ecosystem
type: DefinedTerm
term code: ecosystem
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Security
type: DefinedTerm
term code: security
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Industry Recognition
type: DefinedTerm
term code: industry-recognition
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

APM
type: DefinedTerm
term code: apm
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Market
type: DefinedTerm
term code: market
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Operations
type: DefinedTerm
term code: operations
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Flexibility
type: DefinedTerm
term code: flexibility
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Integrations & Connectivity
type: DefinedTerm
term code: integrations-&-connectivity
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Development
type: DefinedTerm
term code: development
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Infrastructure Monitoring
type: DefinedTerm
term code: infrastructure-monitoring
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Core Features
type: DefinedTerm
term code: core-features
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Setup
type: DefinedTerm
term code: setup
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Privacy & Control
type: DefinedTerm
term code: privacy-&-control
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Scalability
type: DefinedTerm
term code: scalability
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

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

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

Mobile Support
type: DefinedTerm
term code: mobile-support
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Data Retention
type: DefinedTerm
term code: data-retention
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

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

Cost
type: DefinedTerm
term code: cost
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Functionality
type: DefinedTerm
term code: functionality
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

Licensing
type: DefinedTerm
term code: licensing
in defined term set: Splunk vs Datadog — Attribute Category Vocabulary

faq
type: FAQPage
language: en-US
is accessible for free: true
conditions of access: Free
date modified: 2026-07-09T05:07:27.561Z
author: A Versus B
publisher: A Versus B
is part of: Splunk vs Datadog
main entity: Which platform is better for security and compliance?
  type: Question
  accepted answer: Answer
    text: Splunk is the clear winner for security-focused organizations. It offers enterprise-grade SIEM capabilities, behavioral threat detection, and compliance certifications including PCI-DSS, HIPAA, SOC 2, and FedRAMP. Datadog has basic security monitoring but lacks the depth needed for regulated industries. If you're in finance, healthcare, or require strict audit trails, Splunk is the better choice.
    language: en-US
main entity: Which is cheaper for small to medium teams?
  type: Question
  accepted answer: Answer
    text: Datadog is significantly cheaper for smaller deployments. Its ingestion costs are 40-50% lower ($0.10-$0.32/GB vs $0.25-$0.50/GB), and it deploys 3-4x faster, reducing consulting costs. For teams with <5GB/day ingestion, Datadog typically costs $2,000-$5,000/month vs Splunk's $5,000-$12,000+. However, Splunk's unlimited retention may justify higher costs if you need historical forensics.
    language: en-US
main entity: Is Datadog better for cloud-native infrastructure?
  type: Question
  accepted answer: Answer
    text: Yes. Datadog was built cloud-first and includes native integration with AWS, Azure, GCP, Kubernetes, and Docker. It auto-discovers infrastructure without manual configuration and provides unified monitoring from servers to containers to serverless. Splunk requires additional add-ons (Splunk Connect for Kubernetes) and more manual setup. For DevOps teams, Datadog's cloud-native approach saves 1-2 weeks of configuration time.
    language: en-US
main entity: Which platform is better for application performance monitoring (APM)?
  type: Question
  accepted answer: Answer
    text: Datadog provides superior APM as a native, integrated feature with automatic service dependency mapping, distributed tracing, and profiling. Splunk APM requires separate licensing and integrates less seamlessly. If you need real-time application monitoring with end-to-end visibility, Datadog delivers faster insights with less configuration overhead.
    language: en-US
main entity: How long can each platform retain data?
  type: Question
  accepted answer: Answer
    text: Splunk supports retention from 30 days to 7+ years depending on your configuration and storage backend. Datadog defaults to 15 days but can be extended through hot/cold storage tiers. For long-term forensics and compliance audits, Splunk's flexible retention architecture handles multi-year data requirements better. Datadog is optimized for recent, actionable data.
    language: en-US

AI Root Cause Analysis
type: PropertyValue
value reference: Intelligence

Setup Time
type: PropertyValue
value reference: User Experience

Available Integrations
type: PropertyValue
value reference: Ecosystem

APM (Application Performance Monitoring)
type: PropertyValue
value reference: Features

Session Replay Quality
type: PropertyValue
value reference: Features

Enterprise Security Features
type: PropertyValue
value reference: Security

Average Cost per GB Ingested
type: PropertyValue
value reference: Pricing

Typical Deployment Timeline
type: PropertyValue
value reference: Implementation

Default Data Retention Period
type: PropertyValue
value reference: Data Management

Out-of-Box Integrations
type: PropertyValue
value reference: Features

APM Real-Time Metric Resolution
type: PropertyValue
value reference: Performance

Gartner Magic Quadrant Position (2024)
type: PropertyValue
value reference: Industry Recognition

Uptime SLA Guarantee
type: PropertyValue
value reference: Reliability

Learning Curve (Time to Productivity)
type: PropertyValue
value reference: Developer Experience

Monthly Cost (100GB/day ingestion)
type: PropertyValue
value reference: Pricing

Implementation Timeline
type: PropertyValue
value reference: Deployment

Time-to-First-Alert
type: PropertyValue
value reference: Performance

Number of Integrations
type: PropertyValue
value reference: Integrations

Default Data Retention (included in pricing)
type: PropertyValue
value reference: Features

APM Trace Sampling Depth
type: PropertyValue
value reference: APM

SIEM Compliance Modules (pre-built)
type: PropertyValue
value reference: Security

Enterprise Customers
type: PropertyValue
value reference: Market

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

Free Tier Data Retention
type: PropertyValue
value reference: Performance

Primary Use Case Coverage
type: PropertyValue
value reference: Features

Deployment Options
type: PropertyValue
value reference: Flexibility

Typical Enterprise Annual Cost
type: PropertyValue
value reference: Pricing

Session Replay Feature
type: PropertyValue
value reference: Features

Time to Setup (minutes)
type: PropertyValue
value reference: Ease of Use

Starting Monthly Price
type: PropertyValue
value reference: Pricing

Native Integrations
type: PropertyValue
value reference: Integrations & Connectivity

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

Log Management Cost
type: PropertyValue
value reference: Pricing

Average Implementation Time
type: PropertyValue
value reference: Deployment

Supported Programming Languages
type: PropertyValue
value reference: Development

Kubernetes Monitoring Capabilities
type: PropertyValue
value reference: Infrastructure Monitoring

Monthly Cost Per Host
type: PropertyValue
value reference: Pricing

Data Source Integrations
type: PropertyValue
value reference: Integration

Built-in APM
type: PropertyValue
value reference: Core Features

Time to Production Deployment
type: PropertyValue
value reference: Setup

Self-Hosted Deployment
type: PropertyValue
value reference: Privacy & Control

AI/ML Analytics
type: PropertyValue
value reference: Core Features

Enterprise Compliance
type: PropertyValue
value reference: Security

Annual Cost (100 hosts, moderate usage)
type: PropertyValue
value reference: Pricing

Base Monthly Pricing (1GB/day ingestion)
type: PropertyValue
value reference: Pricing

Query Response Time (1GB dataset)
type: PropertyValue
value reference: Performance

Standard Data Retention
type: PropertyValue
value reference: Features

Typical Deployment Time
type: PropertyValue
value reference: Performance

SIEM Use Cases Supported
type: PropertyValue
value reference: Security

Maximum Data Ingestion Per Day (Enterprise)
type: PropertyValue
value reference: Scalability

Monthly Cost (10 hosts, standard tier)
type: PropertyValue
value reference: Pricing

Default Data Retention
type: PropertyValue
value reference: Performance

Agent Installation Time
type: PropertyValue
value reference: Deployment

Data Query Language
type: PropertyValue
value reference: Usability

Uptime SLA
type: PropertyValue
value reference: Reliability

Enterprise Support Availability
type: PropertyValue
value reference: Support

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

Starting Price Per Host
type: PropertyValue
value reference: Pricing

AI Root Cause Analysis Capability
type: PropertyValue
value reference: AI/Analytics

Agent Installation Complexity
type: PropertyValue
value reference: Deployment

Gartner Peer Reviews Score
type: PropertyValue
value reference: Customer Satisfaction

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

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

Starting Price (Monthly)
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Integration Count
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Error Alert Latency
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Data Retention (Default)
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Mobile SDKs Supported
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value reference: Mobile Support

Infrastructure Monitoring
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Typical Enterprise Cost (Annual)
type: PropertyValue
value reference: Pricing

Minimum Monthly Commitment
type: PropertyValue
value reference: Pricing

Initial Deployment Time
type: PropertyValue
value reference: Implementation

Log Ingestion at $10k/Month Spend
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value reference: Performance

Default Metrics Retention
type: PropertyValue
value reference: Data Retention

Default Log Retention (free tier)
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value reference: Data Retention

Enterprise Customer Count (2025)
type: PropertyValue
value reference: Market Position

Native APM Capability
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value reference: Features

Starting Monthly Cost
type: PropertyValue
value reference: Pricing

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

Minimum Required DevOps FTE
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value reference: Operations

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

SLA Uptime Guarantee
type: PropertyValue
value reference: Reliability

Open-Source
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value reference: Licensing