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Tools/Splunk AI vs Lightstep
Splunk AI

Splunk AI

ai-devops
vs
Lightstep

Lightstep

ai-devops

Splunk AI vs Lightstep — Comparison

Overview
What each tool does and who it's for

Splunk AI

Splunk is the key to enterprise resilience. Our platform enables organizations around the world to prevent major issues, absorb shocks and accelerate

Got 5 minutes? Explore the product UI, features, and workflows of our AI-powered SecOps platform. Search, analyze, and act on machine data at massive scale from any source with real-time insights. Govern data pipelines to reduce costs and improve business outcomes. Defend against threats with precision and speed. Splunk’s unified threat detection, investigation, and response provides complete visibility, AI and automation, threat intelligence, and high-fidelity alerts. Monitor and troubleshoot across any environment, stack, and network —including your AI infrastructure. Prevent and prioritize issues based on business impact. Seamlessly ingest logs, metrics, traces, and events from any source or format. With built-in OpenTelemetry support, SDKs, and agents, you can instrument applications your way. Connect effortlessly to business applications, databases, and IT services to ensure your data is available when and where you need it. in market capitalization protected If we can show that monitoring was able to pick up prior to a service disruption, we’re able to show that the investments we make in the monitoring tool are giving the business value. With Splunk, Singapore Airlines can now find and fix issues faster — maximizing service uptime, optimizing customer experience, and keeping the brand’s reputation sky-high. ($10.45B) projected in e-commerce sales by 2026 We get so much value from Splunk. It maximizes the insights we gain from analyzing detection use cases, rather than wasting time creating rules or struggling with a tool that’s too complicated. hours saved per month with automation Splunk has made every team's life easier. See how security teams can boost SOCs to overcome gaps, threats, and inefficiencies. Learn how CISOs are transforming AI risk into AI-powered resilience. Learn how to reduce data complexity and costs to drive better outcomes. Splunk automates compliance monitoring, streamlines audits, and delivers real-time security visibility, helping organizations quickly report and prove adherence to standards like PCI, HIPAA, GDPR, and more. Splunk’s behavioral analytics, machine learning, and risk scoring help analysts surface anomalies and defend against insider threats, credential access and compromise, lateral movement, and living off the land attacks. Quickly detect, investigate, and respond to fraud activities with consistency and collaboration. Splunk helps you analyze, measure, and manage fraud risk through specialized reporting and visualizations. Splunk IT Service Intelligence (ITSI) uses AI and machine learning to identify anomalies, correlate data from multiple monitoring sources into a single live view, reduce alert noise, and proactively prevent outages. Spot issues in real time anywhere in the stack, from third-party APIs, the network, down to the code level. Splunk helps you accelerate MTTR with AI ass

Lightstep

Break down silos to resolve issues quickly across teams. Integrate observability capabilities into your existing workflows for alerting and incident m

Europe, Middle East, and Africa Take action with autonomous AI agents that work for you. Transform service management for productivity and ROI. Connect strategy, governance, management, and performance for all your AI across the enterprise. Deliver proactive digital operations with AIOps. Empower self-service, boost agent productivity, and speed up resolution. Gain insights to move from strategy to business outcomes. Improve technology use and spend over the IT asset lifecycle. Enable an integrated approach that builds operational resilience and mitigates risk. Defend against security threats and attacks. Reduce field service costs and improve efficiency. Give employees instant answers, guidance, and fast issue resolution. Stop chasing what other AI tools should have finished. The Autonomous Workforce is more than just isolated tasks. These AI specialists are assigned to roles, with business context and permissions to handle complex workflows end-to-end. Put AI to work across your business with our single, intelligent platform. Power all your workflows, AI, and analytics with real-time access to data from any source. Automate workflows to lower costs and raise productivity. Bring AI directly into the flow of work with the UI for Enterprise AI. Unify data and analytics on the ServiceNow AI Platform for ultra-fast workflow performance at scale. Deploy, automate, and scale with trusted and flexible cloud-based infrastructure options built to make work flow. AI Agents Take action with autonomous AI agents that work for you. Connect strategy, governance, management, and performance for all your AI across the enterprise. Protect sensitive data and increase security, privacy, and compliance across the enterprise. Build apps that automate manual work and modernize legacy processes. Do more with the ServiceNow AI Platform. Find hundreds of certified, ready to use applications. Rely on ServiceNow for AI that’s human-centered, inclusive, transparent, and accountable. Learn how you can use GenAI to equip customers and employees with self-service for requests. (3:17) Find out how your business can reduce manual work and help agents resolve cases faster. (4:08) See how to simplify the way workflows are built and custom code is developed. (4:30) Build a bridge between business processes and IT architecture. Predict, prevent, and resolve incidents proactively from a single workspace. Automate cloud governance for better compliance, security, and costs. Protect your OT environment and improve uptime. Control costs and minimize risks across the IT asset lifecycle. Deliver proactive digital operations with AIOps. Transform service management to boost productivity and maximize ROI. Gain insights to detect and respond to changes in cloud-native apps. Gain insights to move from strategy to business outcomes. Improve your employees' endpoint technology experience. Empower self-service, boost agent productivity, and speed up r

Key Metrics
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Avg Rating
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Mentions (30d)
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GitHub Stars
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npm Downloads/wk
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PyPI Downloads/mo
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Community Sentiment
How developers feel about each tool based on mentions and reviews

Splunk AI

0% positive100% neutral0% negative

Lightstep

0% positive100% neutral0% negative
Pricing

Splunk AI

tiered

Lightstep

subscription + tiered
Use Cases
When to use each tool

Lightstep (3)

EmployeeWorksPublic Sector/Government StoriesNow on Now
Features

Only in Splunk AI (10)

See Splunk Cloud Platform in actionSee why Splunk is an 11-time Leader in the Gartner® Magic Quadrant™ for SIEMSupportLog InSplunk at your fingertipsExperience your dataSecure, beautiful displaysSplunk data on a large portable screenShow the beauty in your dataTell a story with your visualizations

Only in Lightstep (10)

AI AgentsIT Service ManagementServiceNow AI Control TowerIT Operations ManagementCustomer Service ManagementStrategic Portfolio ManagementIT Asset ManagementGovernance, Risk, and ComplianceSecurity OperationsField Service Management
Product Screenshots

Splunk AI

Splunk AI screenshot 1Splunk AI screenshot 2Splunk AI screenshot 3Splunk AI screenshot 4

Lightstep

Lightstep screenshot 1
Company Intel
information technology & services
Industry
information technology & services
9,500
Employees
32
$31.8B
Funding
$77.5M
Merger / Acquisition
Stage
Merger / Acquisition
Supported Languages & Categories

Splunk AI

AI/MLFinTechDevOpsSecurityAnalytics

Lightstep

Cloud ObservabilityAI/MLFinTechDevOpsSecurity
View Splunk AI Profile View Lightstep Profile