New Relic is an AI-powered observability platform that correlates telemetry across the entire stack to isolate root causes and reduce mean time to resolution (MTTR). It offers a complete observability toolkit including application performance monitoring, digital experience monitoring, AI and agentic monitoring, infrastructure monitoring, log management, and security features.
IN THE FIELD GUIDE
splunk
splunk.com
Splunk is a data platform that unifies petabyte-scale machine data for security, observability, and trusted AI. It enables real-time data search, analysis, and visualization to detect threats, prevent downtime, and optimize AI and infrastructure performance.
THE PRODUCT, BEYOND THE PITCH
Editorially reviewed · Sources checked Oct 12, 2026
A good fit for
- Enterprises needing unified security, observability, and AI data platform at petabyte scale.
- Organizations requiring scalable, AI-driven analytics and operational insights.
Know the limitations
- Potential complexity in managing large-scale data and AI agent governance.
- Unmonitored AI models and agents can cause unplanned expenses without proper token usage tracking.
What you can do
- Infrastructure and application monitoring to prevent downtime and optimize AI token usage.
Features
- Real-time data search and analysis across diverse data sources.
- AI-powered security threat detection and autonomous response.
- Observability tools to monitor AI agents, models, and infrastructure performance.
Integrations
- Over 2,000 integrations and apps available on Splunkbase, including native OpenTelemetry support.
Platforms & data export
- Available as cloud SaaS, on-premises, private cloud, and air-gapped environments.
- Splunk Cloud Platform is a managed SaaS service with fast deployment and scalability.
THE COST FOR YOUR TEAM
Go beyond the starting price.
Published plan prices for your team size and usage. Results update as you type. Taxes, currency conversion and unlisted add-ons are excluded, and anything the source did not state is called out rather than guessed.
Cheapest fit for 1 person, all 1 tools
$15.00/month
$180.00 a year on these plans.
Some figures carry conditions the vendor did not state — see the notes beside each plan.
| Tool / plan | Monthly | Per year | What this assumes |
|---|---|---|---|
InfrastructureCheapest fit Flat subscription | $15.00 | $180.00 |
Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
App & Infra Flat subscription | $60.00 | $720.00 |
Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
End-to-End Flat subscription | $75.00 | $900.00 |
Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider. |
A practical workflow
- Search data of any type and value wherever it lives in the data ecosystem.
- Analyze data to monitor, alert, and report on operations for business resilience.
- Visualize data with custom dashboards and visualizations accessible anywhere.
Based on the sources below. Editorial review does not imply hands-on product testing.
Alternatives to explore
Filter alternatives →Candidates based on category and primary feature. Check feature and pricing differences before switching.
Grafana Cloud is an AI-powered observability platform built on open standards that unifies metrics, logs, traces, profiles, and business data. It supports full-stack observability and integrates with existing tools without requiring rip-and-replace, offering features like AI assistant, adaptive telemetry for cost optimization, and incident response management.
What changed
1 recorded change · latest 10/12/2026
Changes to the facts recorded here, not a live scan of every vendor update. Save this tool to follow updates in your account.
Updated: best for, features, integrations, limitations, plans, platforms, sources, summary, use cases, walkthrough
See recorded changes
bestForBefore: ["Organizations requiring scalable cloud or on-prem deployments with extensive integrations and AI capabilities."]
After: ["Enterprises needing unified security, observability, and AI data platform at petabyte scale.","Organizations requiring scalable, AI-driven analytics and operational insights."]
featuresBefore: ["Federated Search to query distributed data in place without moving it, reducing latency and storage costs.","AI-powered field extraction and flexible schema options for data preparation and routing.","Automated schema resilience to handle schema drift and ensure consistent query results."]
After: ["Real-time data search and analysis across diverse data sources.","AI-powered security threat detection and autonomous response.","Observability tools to monitor AI agents, models, and infrastructure performance."]
integrationsBefore: []
After: ["Over 2,000 integrations and apps available on Splunkbase, including native OpenTelemetry support."]
limitationsBefore: ["Pricing for Federated Search is based on data volume scanned and requires contacting sales for details, which may limit cost predictability."]
After: ["Potential complexity in managing large-scale data and AI agent governance.","Unmonitored AI models and agents can cause unplanned expenses without proper token usage tracking."]
plansBefore: []
After: [{"name":"Infrastructure","note":"Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":15,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":true,"seatsConfirmed":false},{"name":"App & Infra","note":"Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":60,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":true,"seatsConfirmed":false},{"name":"End-to-End","note":"Automatically extracted from the linked pricing source. Published as a starting price. Seat allowances, usage limits, taxes and terms are not confirmed — check them with the provider.","annual":null,"monthly":75,"perSeat":false,"currency":"USD","features":[],"extraUnit":null,"unitLabel":"","maximumSeats":null,"minimumSeats":1,"includedUnits":null,"startingPrice":true,"seatsConfirmed":false}]
platformsBefore: []
After: ["Available as cloud SaaS, on-premises, private cloud, and air-gapped environments.","Splunk Cloud Platform is a managed SaaS service with fast deployment and scalability."]
sourcesBefore: [{"url":"https://www.splunk.com/en_us/products/platform.html","label":"Splunk Platform | Data Platform for Trusted AI at Scale | Splunk"},{"url":"https://www.splunk.com/en_us/products/federated-search.html","label":"Federated Search | Splunk"}]
After: [{"url":"https://www.splunk.com/","label":"Splunk | Data Platform for Security, Observability & AI"},{"url":"https://www.splunk.com/en_us/products/pricing.html","label":"Pricing | Splunk"},{"url":"https://www.splunk.com/en_us/products/splunk-cloud-platform.html","label":"Splunk Cloud Platform | Splunk"},{"url":"https://www.splunk.com/en_us/products/splunk-enterprise.html","label":"Splunk Enterprise | Splunk"}]
summaryBefore: "Security investigations over historical data stored in external data lakes without ingesting it into Splunk. Federated Search to query distributed data in place without moving it, reducing latency and storage costs. AI-powered field extraction and flexible schema options for data preparation and routing."
After: "Splunk is a data platform that unifies petabyte-scale machine data for security, observability, and trusted AI. It enables real-time data search, analysis, and visualization to detect threats, prevent downtime, and optimize AI and infrastructure performance."
useCasesBefore: ["Security investigations over historical data stored in external data lakes without ingesting it into Splunk.","Statistical analysis and data enrichment by querying data in place across hybrid environments."]
After: ["Infrastructure and application monitoring to prevent downtime and optimize AI token usage."]
walkthroughBefore: ["Use federated search to analyze data where it lives, reducing costs by routing only critical logs to Splunk and keeping other data in external storage.","Transform data for AI by unlocking machine data and operational context for model training, AI-assisted investigations, and agentic action with governance and oversight."]
After: ["Search data of any type and value wherever it lives in the data ecosystem.","Analyze data to monitor, alert, and report on operations for business resilience.","Visualize data with custom dashboards and visualizations accessible anywhere."]
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