software
PagerDuty vs Datadog 2026: Which Platform Wins?
PagerDuty is an incident response and on-call management platform focused on alerting and escalation workflows, while Datadog is a comprehensive observability platform that includes monitoring, logging, APM, and incident management in one suite. Datadog offers deeper infrastructure visibility; PagerDuty excels at incident coordination.
P
PagerDuty
Cloud-based incident response and on-call management platform for DevOps and SRE teams.
Teams that already have monitoring tools in place and need specialized incident response orchestration and on-call management at scale
Score71%
VS
Datadog
Cloud monitoring and observability platform with integrated APM and infrastructure monitoring
Organizations seeking to consolidate multiple monitoring and observability tools into a single unified platform with deep infrastructure visibility
Score71%
Quick Answer
AI SummaryPagerDuty is an incident response and on-call management platform focused on alerting and escalation workflows, while Datadog is a comprehensive observability platform that includes monitoring, logging, APM, and incident management in one suite. Datadog offers deeper infrastructure visibility; PagerDuty excels at incident coordination.
Our Verdict
AI-assistedChoose PagerDuty if your primary need is incident response orchestration, on-call scheduling, and alert routing—it's the market leader in incident management with superior escalation workflows and team collaboration features. Choose Datadog if you need a unified observability platform that eliminates tool sprawl by combining infrastructure monitoring, log management, APM, and incident management in one product with better cost efficiency at scale.
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P
PagerDuty
8/10
Datadog
7/10
P
Choose PagerDuty if
Best pickTeams that already have monitoring tools in place and need specialized incident response orchestration and on-call management at scale
Choose Datadog if
Organizations seeking to consolidate multiple monitoring and observability tools into a single unified platform with deep infrastructure visibility
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Key Differences at a Glance
- Primary Function:Incident response & on-call management vs Full-stack observability & monitoring
- Log Management:✓ Datadog wins(Full log aggregation with 15+ GB/day free tier vs Limited (basic event logs only))
- APM (Application Performance Monitoring):✓ Datadog wins(Native APM with 100+ framework support vs Not included)
Key Facts & Figures
129 numeric metrics compared
| Metric | PagerDuty | Datadog | Ratio |
|---|---|---|---|
| Starting Monthly Cost per User(USD) | $49 | — | — |
| Available Integrations(integrations) | 600+ | — | — |
| Free Trial Period(days) | 14 days | — | — |
| Uptime SLA Guarantee(percentage) | 99.99% | — | — |
| Estimated Global Market Share(percentage) | 28% | — | — |
| Base Monthly Cost Per User(USD) | $49 | $15.00 (base) + metered | |
| Free Tier User Limit(users) | 3 users | — | — |
| Data Source Integrations(count) | 200+ integrations | 100+ | |
| Mean Time to Response (MTTR) Improvement(percent) | 58% faster | — | — |
| Alert Fatigue Reduction(percent) | 60% via deduplication | — | — |
| Customer Retention Rate(percent) | 96% | — | — |
| Native Monitoring Capabilities(integrations) | 400+ via integrations | 600+ native integrations | |
| Log Retention Standard Plan(days) | Not included | 90 days | — |
| Alert Grouping Reduction(%) | 75% alert noise reduction | 60% alert reduction via AI | |
| MTTR Improvement vs Manual(%) | 87% faster | 72% faster | |
| Typical Setup Time(hours) | 8-16 hours | 4-8 weeks | |
| Founding Year | 2010 | — | — |
| Native Integrations Available(count) | 600+ | 450+ | |
| Base Monthly Cost (10 users)(USD) | $490/month | — | — |
| Cost at 100 Users(USD/month) | $4,900/month | — | — |
| Average Incident Resolution Time Improvement(percent) | 35% faster (reported by customers) | — | — |
| Fortune 500 Adoption Rate(percent) | 70%+ | — | — |
| Base Annual Cost(USD) | $1,449 | — | — |
| Number of Integrations(count) | 600+ | 450+ | |
| Time to Incident Creation from Alert(seconds) | <60 seconds | — | — |
| Standard Data Retention(days) | N/A - incident focused | 15 days standard | — |
| Base Monthly Cost (5 Users, Annual Commitment)(USD/month) | $1,495 | — | — |
| Native Integrations(count) | 5,000+ | 600+ pre-built integrations | |
| Mobile Push Notification Latency(seconds) | <2 seconds | — | — |
| Communication Channels Supported(count) | 6 channels | — | — |
| Atlassian Bundle Discount(percent) | 0% | — | — |
| Average Onboarding Time(days) | 5-7 days | — | — |
| Founded Year | 2009 | — | — |
| Available Integrations(count) | 500+ | 600+ | |
| Base Monthly Pricing(USD) | $49/user | — | — |
| Customers (Approximate)(count) | 10,000+ | — | — |
| Metrics Data Retention(months) | 15 months | 15 months | |
| Global Data Centers(locations) | 18+ regions | 18+ regions | |
| Time to First Dashboard(minutes) | 15-30 | 15-30 | |
| Starting Monthly Price(USD) | $32 per host/month | $32 per host/month | |
| Native Integrations(count) | 800+ | 800+ | |
| Supported Data Sources(count) | 50+ | 50+ | |
| Starting Cost (Pro Plan)(USD/month) | $231/month | $231/month | |
| Error Tracking Speed(seconds) | 1-3 seconds | 1-3 seconds | |
| Supported Languages(count) | 40+ languages | 40+ languages | |
| Log Storage (included)(GB/month) | 100+ GB | 100+ GB | |
| Uptime SLA(percentage) | 99.99% | 99.99% | |
| Data Retention (free tier)(days) | 7 days | 7 days | |
| Starting Monthly Cost(USD) | $15 per host minimum | $15 per host minimum | |
| Pre-built Integrations(count) | 600+ | 600+ | |
| Community Size(millions of users) | 250K+ users | 250K+ users | |
| Base Monthly Cost(USD) | $180+/month (Standard plan) | $180+/month (Standard plan) | |
| Integration Partners(integrations) | 600+ | 600+ | |
| Average Setup Time(minutes) | 30-60 minutes | 30-60 minutes | |
| Base Monthly Cost per Host(USD) | $15/month | $15/month | |
| Supported Programming Languages (APM)(languages) | 15+ major frameworks | 15+ major frameworks | |
| Third-party Integrations(count) | 600+ integrations | 600+ integrations | |
| Included Infrastructure Metrics(metrics per host) | 200 metrics | 200 metrics | |
| Custom Metrics Cost(USD per metric/month) | $0.05 per metric | $0.05 per metric | |
| Average MTTR Improvement(percent reduction) | 35% reduction (typical) | 35% reduction (typical) | |
| Starting Monthly Cost per Host(USD) | $15/month (Standard tier) | $15/month (Standard tier) | |
| Setup Time to Production(minutes) | 0.5 hours | 0.5 hours | |
| Data Retention Period(months) | 450 days (15 months default) | 450 days (15 months default) | |
| Pre-built Integrations(integrations) | 500+ auto-instrumented | 500+ auto-instrumented | |
| Memory Footprint (Typical Setup)(MB) | 800-1200 (with agent) | 800-1200 (with agent) | |
| Monthly Cost Per Host (Enterprise)(USD) | $15-25 | $15-25 | |
| Average Deployment Time(days) | 0.5 hours | 0.5 hours | |
| G2 Customer Satisfaction Rating (2024)(stars) | 4.5/5.0 | 4.5/5.0 | |
| G2 Review Count (2024)(reviews) | 2,800+ | 2,800+ | |
| Average Cost per GB Ingested(USD) | $1.00 | $1.00 | |
| Typical Deployment Timeline(weeks) | 3.5 weeks | 3.5 weeks | |
| Default Data Retention Period(months) | 15 months | 15 months | |
| Out-of-Box Integrations(count) | ~600+ integrations | ~600+ integrations | |
| APM Real-Time Metric Resolution(seconds) | 1-5 seconds | 1-5 seconds | |
| Uptime SLA Guarantee(percent) | 99.99% | 99.99% | |
| Learning Curve (Time to Productivity)(weeks) | 1-2 weeks | 1-2 weeks | |
| Monthly Cost (100GB/day ingestion)(USD) | $4,000-6,000 | $4,000-6,000 | |
| Implementation Timeline(weeks) | 5-15 days | 5-15 days | |
| Time-to-First-Alert(minutes) | 2-5 minutes | 2-5 minutes | |
| Default Data Retention (included in pricing)(months) | 15 months | 15 months | |
| APM Trace Sampling Depth(percent) | 100% of traces stored | 100% of traces stored | |
| SIEM Compliance Modules (pre-built)(count) | 0 (add-on only) | 0 (add-on only) | |
| Enterprise Customers(millions) | 19,000+ (2024) | 19,000+ (2024) | |
| Time to Production(days) | 0.5-1 day | 0.5-1 day | |
| Monthly Cost (1TB/day ingestion)(USD) | $12,000-$18,000 | $12,000-$18,000 | |
| Price per GB Ingested(USD/GB) | $0.10-$0.50 | $0.10-$0.50 | |
| Infrastructure Management Overhead(hours per month) | 0.1-0.3 FTE | 0.1-0.3 FTE | |
| Setup Complexity (1-10 scale)(complexity score) | 2/10 - agent-based, minimal config | 2/10 - agent-based, minimal config | |
| Free Tier Data Retention(days) | 15 days | 15 days | |
| Typical Enterprise Annual Cost(USD) | $50k-$200k+ | $50k-$200k+ | |
| Time to Setup (minutes)(minutes) | 15-30 | 15-30 | |
| Starting Monthly Price(USD) | $15 | $15 | |
| APM Transaction Sampling Interval(seconds) | 10 seconds | 10 seconds | |
| Log Management Cost(USD per GB/month) | $0.10 | $0.10 | |
| Average Implementation Time(days) | 5-7 days | 5-7 days | |
| Supported Programming Languages(languages) | 50+ | 50+ | |
| Monthly Cost Per Host(USD) | $15-32 | $15-32 | |
| Time to Production Deployment(hours) | 15-30 minutes | 15-30 minutes | |
| Annual Cost (100 hosts, moderate usage)(USD) | $28,200-38,400 | $28,200-38,400 | |
| Base Monthly Pricing (1GB/day ingestion)(USD) | $600-$900 | $600-$900 | |
| Query Response Time (1GB dataset)(milliseconds) | 300-800ms | 300-800ms | |
| Typical Deployment Time(minutes) | 1-2 weeks | 1-2 weeks | |
| SIEM Use Cases Supported(count) | 50+ security rules | 50+ security rules | |
| Monthly Cost (10 hosts, standard tier)(USD) | $150-$550 | $150-$550 | |
| Default Data Retention(days) | 450 days (15 months) | 450 days (15 months) | |
| Agent Installation Time(minutes) | 15-30 minutes | 15-30 minutes | |
| Uptime SLA(percent) | 99.99% guaranteed SLA | 99.99% guaranteed SLA | |
| Log Retention (Standard)(days) | 30 days | 30 days | |
| Starting Price Per Host(USD/month) | $15-20 per host (estimated) | $15-20 per host (estimated) | |
| Agent Installation Complexity(agents required) | 3+ agents (APM, Infrastructure, Logs) | 3+ agents (APM, Infrastructure, Logs) | |
| Gartner Peer Reviews Score(out of 5.0) | 4.6/5.0 (2,100+ reviews) | 4.6/5.0 (2,100+ reviews) | |
| Typical Enterprise Annual Cost (1000 hosts)(USD) | $180K-240K (with logs) | $180K-240K (with logs) | |
| Mean Time to Resolution (MTTR)(minutes reduction) | 32% faster than legacy APM | 32% faster than legacy APM | |
| Starting Price (Monthly)(USD) | $15 | $15 | |
| Integration Count(integrations) | 600+ | 600+ | |
| Error Alert Latency(seconds) | 5-10 seconds | 5-10 seconds | |
| Data Retention (Default)(days) | 15 days | 15 days | |
| Mobile SDKs Supported(platforms) | iOS, Android, React Native | iOS, Android, React Native | |
| Typical Enterprise Cost (Annual)(USD) | $10,000-$50,000+ | $10,000-$50,000+ | |
| Minimum Monthly Commitment(USD) | $360 (~$15/host × 24 hosts typical) | $360 (~$15/host × 24 hosts typical) | |
| Initial Deployment Time(minutes) | 15 | 15 | |
| Log Ingestion at $10k/Month Spend(GB per day) | ~500 | ~500 | |
| Default Metrics Retention(days) | 15 (upgradeable to 400+) | 15 (upgradeable to 400+) | |
| Enterprise Customer Count (2025)(organizations) | 22,000 | 22,000 | |
| Starting Monthly Cost(USD) | $231-400 | $231-400 | |
| Annual Cost for 500GB/day Ingestion(USD) | $480,000-$720,000 | $480,000-$720,000 | |
| Minimum Required DevOps FTE(people) | 0-1 (for integrations only) | 0-1 (for integrations only) | |
| Data Retention Cost per GB/month(USD) | $0.05-$0.15 | $0.05-$0.15 | |
| SLA Uptime Guarantee(percent) | 99.99% | 99.99% |
Sourced from publicly available data ·
Key Differences
7 attributes compared head-to-head
P
3PagerDutyEvenly matched1 tie
PagerDuty
Attribute
Datadog
- Incident response & on-call managementPrimary FunctionFull-stack observability & monitoring
- Limited (basic event logs only)Log ManagementFull log aggregation with 15+ GB/day free tier(winner)
- Not includedAPM (Application Performance Monitoring)Native APM with 100+ framework support(winner)
- $9/user for on-call management(winner)Starting Price (Monthly)$15/host or $0.05/GB logs
- 600+ integrations with incident tools(winner)Integrations450+ integrations across monitoring/logging/APM
- Advanced routing, escalation policies, war rooms(winner)Incident Response WorkflowBasic incident creation from alerts
- Via integrations onlyInfrastructure MonitoringNative agent with 200+ metrics per host(winner)
- Primary Function
PagerDuty
Incident response & on-call management
Datadog
Full-stack observability & monitoring
- Log Management
PagerDuty
Limited (basic event logs only)
Datadog
Full log aggregation with 15+ GB/day free tier(winner)
- APM (Application Performance Monitoring)
PagerDuty
Not included
Datadog
Native APM with 100+ framework support(winner)
- Starting Price (Monthly)
PagerDuty
$9/user for on-call management(winner)
Datadog
$15/host or $0.05/GB logs
- Integrations
PagerDuty
600+ integrations with incident tools(winner)
Datadog
450+ integrations across monitoring/logging/APM
- Incident Response Workflow
PagerDuty
Advanced routing, escalation policies, war rooms(winner)
Datadog
Basic incident creation from alerts
- Infrastructure Monitoring
PagerDuty
Via integrations only
Datadog
Native agent with 200+ metrics per host(winner)
Full Comparison
| Attribute | PagerDuty | Datadog |
|---|---|---|
| Starting Monthly Cost per User(USD) | $49 | — |
| Free Trial Period(days) | 14 days | — |
| Base Monthly Cost Per User(USD) | $49 | $15.00 (base) + metered(winner) |
| Free Tier User Limit(users) | 3 users | — |
| Base Monthly Cost (10 users)(USD) | $490/month | — |
Show 31 more attributesCost at 100 Users(USD/month) $4,900/month — Base Annual Cost(USD) $1,449 — Additional Data Ingestion Cost(USD per 10GB/day) N/A - not data-focused — Base Monthly Cost (5 Users, Annual Commitment)(USD/month) $1,495 — Atlassian Bundle Discount(percent) 0% — Base Monthly Pricing(USD) $49/user — Starting Monthly Price(USD) $32 per host/month — Free Tier Value(USD/month) $0 - limited (3 hosts max) — Starting Cost (Pro Plan)(USD/month) $231/month — Starting Monthly Cost(USD) $15 per host minimum — Base Monthly Cost(USD) $180+/month (Standard plan) — Base Monthly Cost per Host(USD) $15/month — Custom Metrics Cost(USD per metric/month) $0.05 per metric — Starting Monthly Cost per Host(USD) $15/month (Standard tier) — Monthly Cost Per Host (Enterprise)(USD) $15-25 — Average Cost per GB Ingested(USD) $1.00 — Monthly Cost (100GB/day ingestion)(USD) $4,000-6,000 — Monthly Cost (1TB/day ingestion)(USD) $12,000-$18,000 — Price per GB Ingested(USD/GB) $0.10-$0.50 — Typical Enterprise Annual Cost(USD) $50k-$200k+ — Starting Monthly Price(USD) $15 — Log Management Cost(USD per GB/month) $0.10 — Monthly Cost Per Host(USD) $15-32 — Annual Cost (100 hosts, moderate usage)(USD) $28,200-38,400 — Base Monthly Pricing (1GB/day ingestion)(USD) $600-$900 — Monthly Cost (10 hosts, standard tier)(USD) $150-$550 — Starting Price Per Host(USD/month) $15-20 per host (estimated) — Starting Price (Monthly)(USD) $15 — Typical Enterprise Cost (Annual)(USD) $10,000-$50,000+ — Minimum Monthly Commitment(USD) $360 (~$15/host × 24 hosts typical) — Starting Monthly Cost(USD) $231-400 — | ||
| Available Integrations(integrations) | 600+ | — |
| Available Integrations(count) | 500+ | 600+(winner) |
| Third-party Integrations(count) | 600+ integrations | — |
| Integration Count(integrations) | 600+ | — |
| Mobile App Rating(quality level) | 4.8/5 | — |
| Jira Integration Depth | API-based integration | — |
| Data Source Integrations(count) | 200+ integrations(winner) | 100+ |
| Jira Sync Capability | One-way basic plugin sync | — |
| Supported Data Sources(count) | 50+ | — |
| Pre-built Integrations(count) | 600+ | — |
| Multi-tenant Deployment Options | Cloud, hybrid, self-hosted (enterprise) | — |
| Open-Source Self-Hosted Availability(null) | Enterprise tier only | — |
| Self-Hosting Support | No, SaaS only | — |
| Setup Time to Production(minutes) | 0.5 hours | — |
| Implementation Timeline(weeks) | 5-15 days | — |
Show 3 more attributesTime to Production(days) 0.5-1 day — Agent Installation Time(minutes) 15-30 minutes — Agent Installation Complexity(agents required) 3+ agents (APM, Infrastructure, Logs) — | ||
| Uptime SLA Guarantee(percentage) | 99.99% | — |
| Uptime SLA(percentage) | 99.99% | — |
| Uptime SLA Guarantee(percent) | 99.99% | — |
| Uptime SLA(percent) | 99.99% guaranteed SLA | — |
| SLA Uptime Guarantee(percent) | 99.99% | — |
| Estimated Global Market Share(percentage) | 28% | — |
| Customers (Approximate)(count) | 10,000+ | — |
| Enterprise Customer Count (2025)(organizations) | 22,000 | — |
| Mean Time to Response (MTTR) Improvement(percent) | 58% faster | — |
| Alert Fatigue Reduction(percent) | 60% via deduplication | — |
| Alert Grouping Reduction(%) | 75% alert noise reduction(winner) | 60% alert reduction via AI |
| MTTR Improvement vs Manual(%) | 87% faster(winner) | 72% faster |
| Average Incident Resolution Time Improvement(percent) | 35% faster (reported by customers) | — |
Show 14 more attributesTime to Incident Creation from Alert(seconds) <60 seconds — Mobile Push Notification Latency(seconds) <2 seconds — Error Tracking Speed(seconds) 1-3 seconds — Metric Cardinality Ceiling(millions) Unlimited with tag aggregation — Memory Footprint (Typical Setup)(MB) 800-1200 (with agent) — APM Real-Time Metric Resolution(seconds) 1-5 seconds — Time-to-First-Alert(minutes) 2-5 minutes — Free Tier Data Retention(days) 15 days — Query Response Time (1GB dataset)(milliseconds) 300-800ms — Typical Deployment Time(minutes) 1-2 weeks — Default Data Retention(days) 450 days (15 months) — Mean Time to Resolution (MTTR)(minutes reduction) 32% faster than legacy APM — Error Alert Latency(seconds) 5-10 seconds — Log Ingestion at $10k/Month Spend(GB per day) ~500 — | ||
| Customer Retention Rate(percent) | 96% | — |
| Native Monitoring Capabilities(integrations) | 400+ via integrations | 600+ native integrations(winner) |
| Log Retention Standard Plan(days) | Not included | 90 days |
| Native APM Included | No (integration only) | Yes (full distributed tracing) |
| On-Call Scheduling Features(null) | Native, advanced rotation policies | Basic (limited schedule management) |
| Native Integrations Available(count) | 600+(winner) | 450+ |
Show 22 more attributesMobile App Incident Management(availability) Full (scheduling, ack, resolve on mobile) — Standard Data Retention(days) N/A - incident focused 15 days standard Communication Channels Supported(count) 6 channels — On-Call Scheduling Complexity Advanced (rotations, overrides, patterns) — Post-Incident Review Capability Basic manual reviews — Built-in Collaboration Space Chat integration required — APM Specialization Distributed tracing and session replay — APM Capabilities Native distributed tracing — Log Management Built-in with retention policies — Log Ingestion & Parsing Most comprehensive with custom parsing — Log Aggregation Included Full log aggregation and analytics — APM Distributed Tracing(languages supported) Native support — Log Management Included(null) Yes, standard in most plans — APM (Application Performance Monitoring) Advanced APM with distributed tracing — Session Replay Quality(pixel-perfect fidelity) Advanced session replay with pixel-perfect reproduction — Out-of-Box Integrations(count) ~600+ integrations — Default Data Retention (included in pricing)(months) 15 months — Query Language Complexity Limited query builder; UI-driven — Primary Use Case Coverage Infrastructure, APM, logs, metrics, synthetics, RUM — Session Replay Feature Available with RUM plan — Infrastructure Monitoring Hosts, containers, Kubernetes, cloud services, databases — Native APM Capability Included in all plans — | ||
| Typical Setup Time(hours) | 8-16 hours | 4-8 weeks(winner) |
| Time to Setup (minutes)(minutes) | 15-30 | — |
| Founding Year | 2010 | — |
| Enterprise SSO (SAML/OAuth) | Yes | — |
| Enterprise Security Features(count) | SAML, SSO, SOC2 Type II, HIPAA compliance, security monitoring | — |
| SIEM Compliance Modules (pre-built)(count) | 0 (add-on only) | — |
| Enterprise Compliance(certifications) | SOC 2, ISO 27001, FedRAMP, HIPAA | — |
| SIEM Use Cases Supported(count) | 50+ security rules | — |
| Mobile App Platform Support | iOS & Android (full-featured) | — |
| Fortune 500 Adoption Rate(percent) | 70%+ | — |
| Number of Integrations(count) | 600+(winner) | 450+ |
| Native Integrations(count) | 800+ | — |
| Pre-built Integrations(integrations) | 500+ auto-instrumented | — |
| Machine Learning Capabilities(availability) | Incident pattern detection only | — |
| FedRAMP Authorization(boolean) | Not authorized | — |
| Native Integrations(count) | 5,000+(winner) | 600+ pre-built integrations |
| Alert Deduplication Method | ML-driven with event correlation | — |
| AI Root Cause Analysis(null) | Basic anomaly detection | — |
| Average Onboarding Time(days) | 5-7 days | — |
| Time to First Dashboard(minutes) | 15-30 | — |
| Average Deployment Time(days) | 0.5 hours | — |
| Setup Time(hours) | 15-30 minutes | — |
| Typical Deployment Timeline(weeks) | 3.5 weeks | — |
Show 1 more attributeInitial Deployment Time(minutes) 15 — | ||
| Founded Year | 2009 | — |
| Metrics Data Retention(months) | 15 months | — |
| Data Retention Period(months) | 450 days (15 months default) | — |
| Default Data Retention Period(months) | 15 months | — |
| Log Retention (Standard)(days) | 30 days | — |
| Data Retention (Default)(days) | 15 days | — |
| Global Data Centers(locations) | 18+ regions | — |
| Kubernetes Support | Comprehensive with advanced orchestration | — |
| User Interface Intuitiveness | Advanced features, steeper learning curve | — |
| Data Query Language | Datadog Query Language (DQL) + PromQL support | — |
| Supported Languages(count) | 40+ languages | — |
| Log Storage (included)(GB/month) | 100+ GB | — |
| Data Retention (free tier)(days) | 7 days | — |
| User Session Replay(feature) | Advanced with ML insights | — |
| Community Size(millions of users) | 250K+ users | — |
| Integration Partners(integrations) | 600+ | — |
| Average Setup Time(minutes) | 30-60 minutes | — |
| Learning Curve (Time to Productivity)(weeks) | 1-2 weeks | — |
| Supported Programming Languages (APM)(languages) | 15+ major frameworks | — |
| Included Infrastructure Metrics(metrics per host) | 200 metrics | — |
| Minimum Contract Term(months) | Monthly/pay-as-you-go | — |
| Root Cause Analysis Technology | Machine learning-based pattern recognition | — |
| Average MTTR Improvement(percent reduction) | 35% reduction (typical) | — |
| Customer Support Availability(hours) | 24/7 phone, email, chat | — |
| Enterprise Support Availability | 24/7 dedicated support with SLA | — |
| APM Code-Level Detail(null) | Method-level with sampling | — |
| APM Transaction Sampling Interval(seconds) | 10 seconds | — |
| G2 Customer Satisfaction Rating (2024)(stars) | 4.5/5.0 | — |
| G2 Review Count (2024)(reviews) | 2,800+ | — |
| Gartner Magic Quadrant Position (2024)(text) | Leader | — |
| APM Trace Sampling Depth(percent) | 100% of traces stored | — |
| Enterprise Customers(millions) | 19,000+ (2024) | — |
| Infrastructure Management Overhead(hours per month) | 0.1-0.3 FTE | — |
| Minimum Required DevOps FTE(people) | 0-1 (for integrations only) | — |
| Setup Complexity (1-10 scale)(complexity score) | 2/10 - agent-based, minimal config | — |
| Deployment Options(count) | SaaS, full on-premise, hybrid | — |
| Average Implementation Time(days) | 5-7 days | — |
| Supported Programming Languages(languages) | 50+ | — |
| Kubernetes Monitoring Capabilities(text) | Basic container metrics and logs | — |
| Built-in APM | Yes, with distributed tracing | — |
| AI/ML Analytics | Yes (anomaly detection, AI Advisor) | — |
| Time to Production Deployment(hours) | 15-30 minutes | — |
| Self-Hosted Deployment | Not available | — |
| Maximum Data Ingestion Per Day (Enterprise)(GB) | Unlimited (licensing dependent) | — |
| AI Root Cause Analysis Capability(dependency hops) | 3 hops (with manual configuration) | — |
| Gartner Peer Reviews Score(out of 5.0) | 4.6/5.0 (2,100+ reviews) | — |
| Typical Enterprise Annual Cost (1000 hosts)(USD) | $180K-240K (with logs) | — |
| Mobile SDKs Supported(platforms) | iOS, Android, React Native | — |
| Default Metrics Retention(days) | 15 (upgradeable to 400+) | — |
| Default Log Retention (free tier)(days) | 3 | — |
| Annual Cost for 500GB/day Ingestion(USD) | $480,000-$720,000 | — |
| Data Retention Cost per GB/month(USD) | $0.05-$0.15 | — |
| Query Language Expressiveness(languages supported) | DQL, limited SQL | — |
| Open-Source | No (proprietary SaaS) | — |
PPagerDuty
DatadogStarting Monthly Cost per User(USD)
$49
—
Free Trial Period(days)
14 days
—
Base Monthly Cost Per User(USD)
$49
$15.00 (base) + metered
Free Tier User Limit(users)
3 users
—
Base Monthly Cost (10 users)(USD)
$490/month
—
Show 31 more attributes
Cost at 100 Users(USD/month)
$4,900/month
—
Base Annual Cost(USD)
$1,449
—
Additional Data Ingestion Cost(USD per 10GB/day)
N/A - not data-focused
—
Base Monthly Cost (5 Users, Annual Commitment)(USD/month)
$1,495
—
Atlassian Bundle Discount(percent)
0%
—
Base Monthly Pricing(USD)
$49/user
—
Starting Monthly Price(USD)
$32 per host/month
—
Free Tier Value(USD/month)
$0 - limited (3 hosts max)
—
Starting Cost (Pro Plan)(USD/month)
$231/month
—
Starting Monthly Cost(USD)
$15 per host minimum
—
Base Monthly Cost(USD)
$180+/month (Standard plan)
—
Base Monthly Cost per Host(USD)
$15/month
—
Custom Metrics Cost(USD per metric/month)
$0.05 per metric
—
Starting Monthly Cost per Host(USD)
$15/month (Standard tier)
—
Monthly Cost Per Host (Enterprise)(USD)
$15-25
—
Average Cost per GB Ingested(USD)
$1.00
—
Monthly Cost (100GB/day ingestion)(USD)
$4,000-6,000
—
Monthly Cost (1TB/day ingestion)(USD)
$12,000-$18,000
—
Price per GB Ingested(USD/GB)
$0.10-$0.50
—
Typical Enterprise Annual Cost(USD)
$50k-$200k+
—
Starting Monthly Price(USD)
$15
—
Log Management Cost(USD per GB/month)
$0.10
—
Monthly Cost Per Host(USD)
$15-32
—
Annual Cost (100 hosts, moderate usage)(USD)
$28,200-38,400
—
Base Monthly Pricing (1GB/day ingestion)(USD)
$600-$900
—
Monthly Cost (10 hosts, standard tier)(USD)
$150-$550
—
Starting Price Per Host(USD/month)
$15-20 per host (estimated)
—
Starting Price (Monthly)(USD)
$15
—
Typical Enterprise Cost (Annual)(USD)
$10,000-$50,000+
—
Minimum Monthly Commitment(USD)
$360 (~$15/host × 24 hosts typical)
—
Starting Monthly Cost(USD)
$231-400
—
Available Integrations(integrations)
600+
—
Available Integrations(count)
500+
600+
Third-party Integrations(count)
600+ integrations
—
Integration Count(integrations)
600+
—
Mobile App Rating(quality level)
4.8/5
—
Jira Integration Depth
API-based integration
—
Data Source Integrations(count)
200+ integrations
100+
Jira Sync Capability
One-way basic plugin sync
—
Supported Data Sources(count)
50+
—
Pre-built Integrations(count)
600+
—
Multi-tenant Deployment Options
Cloud, hybrid, self-hosted (enterprise)
—
Open-Source Self-Hosted Availability(null)
Enterprise tier only
—
Self-Hosting Support
No, SaaS only
—
Setup Time to Production(minutes)
0.5 hours
—
Implementation Timeline(weeks)
5-15 days
—
Show 3 more attributes
Time to Production(days)
0.5-1 day
—
Agent Installation Time(minutes)
15-30 minutes
—
Agent Installation Complexity(agents required)
3+ agents (APM, Infrastructure, Logs)
—
Uptime SLA Guarantee(percentage)
99.99%
—
Uptime SLA(percentage)
99.99%
—
Uptime SLA Guarantee(percent)
99.99%
—
Uptime SLA(percent)
99.99% guaranteed SLA
—
SLA Uptime Guarantee(percent)
99.99%
—
Estimated Global Market Share(percentage)
28%
—
Customers (Approximate)(count)
10,000+
—
Enterprise Customer Count (2025)(organizations)
22,000
—
Mean Time to Response (MTTR) Improvement(percent)
58% faster
—
Alert Fatigue Reduction(percent)
60% via deduplication
—
Alert Grouping Reduction(%)
75% alert noise reduction
60% alert reduction via AI
MTTR Improvement vs Manual(%)
87% faster
72% faster
Average Incident Resolution Time Improvement(percent)
35% faster (reported by customers)
—
Show 14 more attributes
Time to Incident Creation from Alert(seconds)
<60 seconds
—
Mobile Push Notification Latency(seconds)
<2 seconds
—
Error Tracking Speed(seconds)
1-3 seconds
—
Metric Cardinality Ceiling(millions)
Unlimited with tag aggregation
—
Memory Footprint (Typical Setup)(MB)
800-1200 (with agent)
—
APM Real-Time Metric Resolution(seconds)
1-5 seconds
—
Time-to-First-Alert(minutes)
2-5 minutes
—
Free Tier Data Retention(days)
15 days
—
Query Response Time (1GB dataset)(milliseconds)
300-800ms
—
Typical Deployment Time(minutes)
1-2 weeks
—
Default Data Retention(days)
450 days (15 months)
—
Mean Time to Resolution (MTTR)(minutes reduction)
32% faster than legacy APM
—
Error Alert Latency(seconds)
5-10 seconds
—
Log Ingestion at $10k/Month Spend(GB per day)
~500
—
Customer Retention Rate(percent)
96%
—
Native Monitoring Capabilities(integrations)
400+ via integrations
600+ native integrations
Log Retention Standard Plan(days)
Not included
90 days
Native APM Included
No (integration only)
Yes (full distributed tracing)
On-Call Scheduling Features(null)
Native, advanced rotation policies
Basic (limited schedule management)
Native Integrations Available(count)
600+
450+
Show 22 more attributes
Mobile App Incident Management(availability)
Full (scheduling, ack, resolve on mobile)
—
Standard Data Retention(days)
N/A - incident focused
15 days standard
Communication Channels Supported(count)
6 channels
—
On-Call Scheduling Complexity
Advanced (rotations, overrides, patterns)
—
Post-Incident Review Capability
Basic manual reviews
—
Built-in Collaboration Space
Chat integration required
—
APM Specialization
Distributed tracing and session replay
—
APM Capabilities
Native distributed tracing
—
Log Management
Built-in with retention policies
—
Log Ingestion & Parsing
Most comprehensive with custom parsing
—
Log Aggregation Included
Full log aggregation and analytics
—
APM Distributed Tracing(languages supported)
Native support
—
Log Management Included(null)
Yes, standard in most plans
—
APM (Application Performance Monitoring)
Advanced APM with distributed tracing
—
Session Replay Quality(pixel-perfect fidelity)
Advanced session replay with pixel-perfect reproduction
—
Out-of-Box Integrations(count)
~600+ integrations
—
Default Data Retention (included in pricing)(months)
15 months
—
Query Language Complexity
Limited query builder; UI-driven
—
Primary Use Case Coverage
Infrastructure, APM, logs, metrics, synthetics, RUM
—
Session Replay Feature
Available with RUM plan
—
Infrastructure Monitoring
Hosts, containers, Kubernetes, cloud services, databases
—
Native APM Capability
Included in all plans
—
Typical Setup Time(hours)
8-16 hours
4-8 weeks
Time to Setup (minutes)(minutes)
15-30
—
Founding Year
2010
—
Enterprise SSO (SAML/OAuth)
Yes
—
Enterprise Security Features(count)
SAML, SSO, SOC2 Type II, HIPAA compliance, security monitoring
—
SIEM Compliance Modules (pre-built)(count)
0 (add-on only)
—
Enterprise Compliance(certifications)
SOC 2, ISO 27001, FedRAMP, HIPAA
—
SIEM Use Cases Supported(count)
50+ security rules
—
Mobile App Platform Support
iOS & Android (full-featured)
—
Fortune 500 Adoption Rate(percent)
70%+
—
Number of Integrations(count)
600+
450+
Native Integrations(count)
800+
—
Pre-built Integrations(integrations)
500+ auto-instrumented
—
Machine Learning Capabilities(availability)
Incident pattern detection only
—
FedRAMP Authorization(boolean)
Not authorized
—
Native Integrations(count)
5,000+
600+ pre-built integrations
Alert Deduplication Method
ML-driven with event correlation
—
AI Root Cause Analysis(null)
Basic anomaly detection
—
Average Onboarding Time(days)
5-7 days
—
Time to First Dashboard(minutes)
15-30
—
Average Deployment Time(days)
0.5 hours
—
Setup Time(hours)
15-30 minutes
—
Typical Deployment Timeline(weeks)
3.5 weeks
—
Show 1 more attribute
Initial Deployment Time(minutes)
15
—
Founded Year
2009
—
Metrics Data Retention(months)
15 months
—
Data Retention Period(months)
450 days (15 months default)
—
Default Data Retention Period(months)
15 months
—
Log Retention (Standard)(days)
30 days
—
Data Retention (Default)(days)
15 days
—
Global Data Centers(locations)
18+ regions
—
Kubernetes Support
Comprehensive with advanced orchestration
—
User Interface Intuitiveness
Advanced features, steeper learning curve
—
Data Query Language
Datadog Query Language (DQL) + PromQL support
—
Supported Languages(count)
40+ languages
—
Log Storage (included)(GB/month)
100+ GB
—
Data Retention (free tier)(days)
7 days
—
User Session Replay(feature)
Advanced with ML insights
—
Community Size(millions of users)
250K+ users
—
Integration Partners(integrations)
600+
—
Average Setup Time(minutes)
30-60 minutes
—
Learning Curve (Time to Productivity)(weeks)
1-2 weeks
—
Supported Programming Languages (APM)(languages)
15+ major frameworks
—
Included Infrastructure Metrics(metrics per host)
200 metrics
—
Minimum Contract Term(months)
Monthly/pay-as-you-go
—
Root Cause Analysis Technology
Machine learning-based pattern recognition
—
Average MTTR Improvement(percent reduction)
35% reduction (typical)
—
Customer Support Availability(hours)
24/7 phone, email, chat
—
Enterprise Support Availability
24/7 dedicated support with SLA
—
APM Code-Level Detail(null)
Method-level with sampling
—
APM Transaction Sampling Interval(seconds)
10 seconds
—
G2 Customer Satisfaction Rating (2024)(stars)
4.5/5.0
—
G2 Review Count (2024)(reviews)
2,800+
—
Gartner Magic Quadrant Position (2024)(text)
Leader
—
APM Trace Sampling Depth(percent)
100% of traces stored
—
Enterprise Customers(millions)
19,000+ (2024)
—
Infrastructure Management Overhead(hours per month)
0.1-0.3 FTE
—
Minimum Required DevOps FTE(people)
0-1 (for integrations only)
—
Setup Complexity (1-10 scale)(complexity score)
2/10 - agent-based, minimal config
—
Deployment Options(count)
SaaS, full on-premise, hybrid
—
Average Implementation Time(days)
5-7 days
—
Supported Programming Languages(languages)
50+
—
Kubernetes Monitoring Capabilities(text)
Basic container metrics and logs
—
Built-in APM
Yes, with distributed tracing
—
AI/ML Analytics
Yes (anomaly detection, AI Advisor)
—
Time to Production Deployment(hours)
15-30 minutes
—
Self-Hosted Deployment
Not available
—
Maximum Data Ingestion Per Day (Enterprise)(GB)
Unlimited (licensing dependent)
—
AI Root Cause Analysis Capability(dependency hops)
3 hops (with manual configuration)
—
Gartner Peer Reviews Score(out of 5.0)
4.6/5.0 (2,100+ reviews)
—
Typical Enterprise Annual Cost (1000 hosts)(USD)
$180K-240K (with logs)
—
Mobile SDKs Supported(platforms)
iOS, Android, React Native
—
Default Metrics Retention(days)
15 (upgradeable to 400+)
—
Default Log Retention (free tier)(days)
3
—
Annual Cost for 500GB/day Ingestion(USD)
$480,000-$720,000
—
Data Retention Cost per GB/month(USD)
$0.05-$0.15
—
Query Language Expressiveness(languages supported)
DQL, limited SQL
—
Open-Source
No (proprietary SaaS)
—
Pros & Cons
10 pros·4 cons across both
P
P
PagerDuty
+5-2
Pros
- Industry-leading incident response workflows with multi-level escalation policies
- Superior on-call scheduling with timezone-aware rotation and automatic rescheduling
- 600+ pre-built integrations with monitoring, ticketing, and communication tools
- Advanced war room features for real-time incident collaboration
- Lowest entry cost at $9/user/month for core on-call functionality
Cons
- Requires separate monitoring tools (Datadog, Prometheus, New Relic) to function effectively
- No native infrastructure monitoring, logging, or APM—limited standalone value
Datadog
+5-2
Pros
- Full-stack observability in one platform eliminates tool switching and context loss
- Native APM with automatic instrumentation for 100+ frameworks and languages
- Advanced log aggregation with 15GB/day free tier and powerful search capabilities
- Infrastructure monitoring with 200+ system metrics per host and real-time dashboards
- Unified incident management that correlates metrics, logs, and traces automatically
Cons
- Steeper learning curve due to breadth of features and complex pricing model
- Per-host and per-GB pricing becomes expensive at enterprise scale (10,000+ hosts can exceed $100K/month)
Frequently Asked Questions
5 questions
Not effectively. PagerDuty is an incident response platform that requires data sources (alerts) from monitoring tools like Datadog, Prometheus, or New Relic. While it can receive webhooks, it lacks native infrastructure monitoring and observability features. You must integrate it with a separate monitoring solution to send alerts.
Resources & Learn More
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