COMPARISON

Nova AI Ops vs Splunk

One AI platform vs expensive log management. See why SRE teams are consolidating from Splunk to a unified AI-native reliability platform.

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Feature-by-Feature Comparison

Splunk is a powerful log management and SIEM platform. Nova AI Ops replaces Splunk and 12 more tools with a single AI-native platform that monitors, detects, and resolves incidents automatically.

Capability	Nova AI Ops	Splunk
Log Management	✓ 100M+ events with AI anomaly detection	✓ Industry-leading log search with SPL
Incident Management	✓ Built-in incident lifecycle, war rooms, post-mortems	✗ No native incident management workflow
AI Agents	✓ 100 agents across 12 specialized teams	✗ No AI agents for autonomous resolution
Auto-Remediation	✓ 78% incidents auto-resolved in <90s	✗ No auto-remediation capabilities
AI Runbooks	✓ AI-generated runbooks with what-if simulation	✗ No runbook automation
On-Call Scheduling	✓ Follow-the-sun, zero-gap scheduling	✗ No on-call management
Infrastructure Monitoring	✓ Full-stack monitoring with AI anomaly detection	~ Splunk Infrastructure Monitoring (add-on)
Distributed Tracing	✓ Flame graphs, service maps, SLA alerts	~ Splunk APM (separate add-on product)
SIEM & Security	~ Security-focused monitoring and alerting	✓ Industry-leading SIEM with threat detection
Query Language	✓ Natural language AI queries	✓ Powerful SPL (steep learning curve)
Pricing	✓ Free tier, then $29/user/mo for everything	✗ $5,000-50,000+/mo depending on data volume
Setup Time	✓ Under 3 minutes, one-command install	✗ Weeks to months for enterprise deployment

Pricing Comparison

Splunk is notoriously expensive, with pricing based on daily data ingestion volume. Many organizations spend more on Splunk licenses than on the infrastructure they are monitoring. Nova provides everything in one predictable per-user price.

Nova AI Ops

$29/user/mo

Full platform: monitoring, incidents, AI agents, runbooks, on-call, logs, tracing, auto-remediation. Free tier available.

Splunk

$5,000+/mo

Enterprise pricing based on daily GB ingested. Mid-size deployments typically $5,000-50,000+/mo. SIEM add-ons cost extra. Still needs PagerDuty for incidents.

What your monthly bill looks like

Illustrative example: a 20-engineer SRE team running 50 hosts on Splunk™ Observability Cloud. Five observability meters plus a separate on-call vendor. Nova is one line.

Splunk Observability Cloud

Estimated monthly cost

Infrastructure Monitoring50 hosts × $15$750

APM50 hosts × $60$3,000

Log Observer Connect500 GB/day × $0.65$975

Real User Monitoring100k sessions × $14/1k$1,400

Synthetic Monitoringflat tier$200

PagerDuty (separate vendor)20 users × $21$420

Total / month $6,745

6 line items · 2 vendors · per-host, per-session overages apply

Nova AI Ops

Estimated monthly cost

Nova AI Ops: Standard Everything included 20 users × $29 $580

Metrics & dashboards
Log management
Distributed tracing
Incident management
On-call & scheduling
AI runbooks
Error tracking
Auto-remediation

Total / month $580

1 line item · 1 vendor · per-user pricing. No overages.

Monthly savings

$6,165

Yearly savings

$73,980

Reduction

91%

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Scenario assumes 20 engineers, 50 hosts, 500 GB/day logs, 100k RUM sessions. Unit prices sourced from Splunk Observability Cloud's public pricing page as of April 2026. Your actual cost will vary with usage, retention, and negotiated discounts. Splunk and PagerDuty are trademarks of their respective owners. Nova AI Ops is not affiliated with or endorsed by any of them.

Where Splunk Excels

Splunk has been the enterprise standard for log management for over a decade. Here is where it genuinely shines:

Powerful log search -- SPL (Search Processing Language) enables extremely complex log queries, correlations, and transformations.
Enterprise SIEM -- industry-leading security information and event management with threat intelligence and compliance reporting.
Massive enterprise adoption -- deep integration with enterprise IT ecosystems, compliance frameworks, and security workflows.
Custom dashboards and reports -- highly flexible visualization and reporting engine for executive and operational dashboards.

Where Nova AI Ops Wins

Nova was built for the AI era. Instead of bolting on features, everything is AI-native from the ground up:

AI-native architecture -- 100 AI agents that detect, investigate, and resolve incidents autonomously. Not a search engine with alerts bolted on.
Unified platform -- monitoring + incident management + on-call + runbooks + post-mortems + auto-remediation in one tool. Replace Splunk + PagerDuty + Grafana.
Auto-remediation -- 78% of incidents resolved automatically in under 90 seconds. MTTR drops from 47 minutes to under 2 minutes.
90% cost reduction -- replace $5,000-50,000+/mo Splunk bills with predictable per-user pricing starting free.
94% alert noise reduction -- AI correlation groups 200+ raw alerts into a single actionable incident.

Who Should Choose What?

Choose Splunk if...

Your primary use case is SIEM and security threat detection
You have complex compliance requirements that mandate Splunk specifically
Your team is deeply invested in SPL queries and Splunk apps
You have unlimited budget for log management

Choose Nova AI Ops if...

You want to consolidate monitoring, incidents, on-call, and remediation into one platform
You want AI that actually resolves incidents, not just searches logs
You are tired of $5,000-50,000+/mo bills for log management
You want to reduce MTTR from 47 minutes to under 2 minutes
You need 80% fewer incidents through proactive AI detection

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