Arize AI vs. Splunk Enterprise Comparison


Arize AI	Splunk Enterprise Cisco	+	+
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		Related Products Grafana Cloud Grafana Labs delivers the leading AI-powered observability platform, built around Grafana—the world’s most widely adopted open source technology for dashboards and visualization. Recognized as a Leader in the 2026 Gartner® Magic Quadrant™ for Observability Platforms (3x) and furthest in Completeness of Vision (2025, 2026), Grafana Labs supports more than 25 million users and thousands of organizations, from startups to the Fortune 500. Grafana Cloud is the open observability cloud, built on open source, open standards, and open ecosystems. Powered by the LGTM stack—Grafana (visualization), Mimir (metrics), Loki (logs) & Tempo (traces)—it unifies telemetry in one platform for full-stack visibility across applications, infrastructure, and digital experiences. With the AI-powered Grafana Assistant and Adaptive Telemetry suite, teams detect and resolve issues faster, reduce wasteful telemetry spend, and gain real-time insights to ensure reliability. Native OTel support and 100s of integrations mean you can plug in existing tools & data sources. 860 Ratings Visit Website New Relic There are an estimated 25 million engineers in the world across dozens of distinct functions. As every company becomes a software company, engineers are using New Relic to gather real-time insights and trending data about the performance of their software so they can be more resilient and deliver exceptional customer experiences. Only New Relic provides an all-in-one platform that is built and sold as a unified experience. With New Relic, customers get access to a secure telemetry cloud for all metrics, events, logs, and traces; powerful full-stack analysis tools; and simple, transparent usage-based pricing with only 2 key metrics. New Relic has also curated one of the industry’s largest ecosystems of open source integrations, making it easy for every engineer to get started with observability and use New Relic alongside their other favorite applications. 2,941 Ratings Visit Website Cloudflare Cloudflare is the foundation for your infrastructure, applications, and teams. Cloudflare secures and ensures the reliability of your external-facing resources such as websites, APIs, and applications. It protects your internal resources such as behind-the-firewall applications, teams, and devices. And it is your platform for developing globally scalable applications. Your website, APIs, and applications are your key channels for doing business with your customers and suppliers. As more and more shift online, ensuring these resources are secure, performant and reliable is a business imperative. Cloudflare for Infrastructure is a complete solution to enable this for anything connected to the Internet. Behind-the-firewall applications and devices are foundational to the work of your internal teams. The recent surge in remote work is testing the limits of many organizations’ VPN and other hardware solutions. 2,048 Ratings Visit Website NeuBird NeuBird is the governed center of agentic operations: one secure, audited connection to your telemetry and your LLMs, with a memory of every investigation, so your engineers, your leaders, and your own agents all start from what the company already knows. 2 Ratings Visit Website Gemini Enterprise Agent Platform Gemini Enterprise Agent Platform is a comprehensive solution from Google Cloud designed to help organizations build, scale, govern, and optimize AI agents. It represents the evolution of Vertex AI, combining advanced model development with new capabilities for agent orchestration and integration. The platform provides access to over 200 leading AI models, including Google’s Gemini series and third-party options like Anthropic’s Claude. It enables teams to create intelligent agents using both low-code and code-first development environments. With features like Agent Runtime and Memory Bank, businesses can deploy long-running agents that retain context and perform complex workflows. The platform emphasizes security and governance through tools like Agent Identity, Agent Registry, and Agent Gateway. It also includes optimization tools such as simulation, evaluation, and observability to ensure consistent agent performance. 1,161 Ratings Visit Website Fraud.net Fraudnet's AI-driven platform empowers enterprises to prevent threats, streamline compliance, and manage risk in real-time. Our sophisticated machine learning models continuously learn from billions of transactions to identify anomalies and predict fraud attacks. Our unified solutions: comprehensive screening for smoother onboarding & improved compliance, continuous monitoring to proactively identify new threats, & precision fraud detection across channels and payment types. With dozens of data integrations and advanced analytics, you'll dramatically reduce false positives while gaining unmatched visibility. And, with no-code/low-code integration, our solution scales effortlessly as you grow. The results speak volumes: Leading payments companies, financial institutions, innovative fintechs, and commerce brands trust us worldwide—and they're seeing dramatic results: 80% reduction in fraud losses and 97% fewer false positives. Request your demo today and discover Fraudnet. 56 Ratings Visit Website Gearset Gearset is the complete, enterprise-ready Salesforce DevOps platform, enabling teams to implement best practices across the entire DevOps lifecycle. With powerful solutions for metadata and CPQ deployments, CI/CD, testing, code scanning, sandbox seeding, backups, archiving, observability, and Org Intelligence — including the Gearset Agent — Gearset gives teams complete visibility, control, and confidence in every release. More than 3,000 enterprises, including McKesson, IBM and Zurich, trust Gearset to deliver securely at scale. Combining advanced governance, built‑in audit trails, SOX/ISO/HIPAA support, parallel pipelines, integrated security scans, and compliance with ISO 27001, SOC 2, GDPR, CCPA/CPRA, and HIPAA, Gearset provides enterprise‑grade controls, rapid onboarding, and a user‑friendly interface — all in one platform. Gearset delivers enterprise‑grade power without the overhead, which is why leading global organizations in finance, healthcare, and technology choose us. 305 Ratings Visit Website Runpod Runpod offers a cloud-based platform designed for running AI workloads, focusing on providing scalable, on-demand GPU resources to accelerate machine learning (ML) model training and inference. With its diverse selection of powerful GPUs like the NVIDIA A100, RTX 3090, and H100, Runpod supports a wide range of AI applications, from deep learning to data processing. The platform is designed to minimize startup time, providing near-instant access to GPU pods, and ensures scalability with autoscaling capabilities for real-time AI model deployment. Runpod also offers serverless functionality, job queuing, and real-time analytics, making it an ideal solution for businesses needing flexible, cost-effective GPU resources without the hassle of managing infrastructure. 230 Ratings Visit Website Statseeker Statseeker is a fully-featured network performance monitoring solution. It's highly scalable and delivers fast real-time performance data from a minimal server footprint. Statseeker can be up and running within minutes, and discovering your entire network in less than an hour, without any significant effect on your bandwidth availability. Statseeker monitors networks of any size, polling up to one million interfaces every 60 seconds, collecting network data such as SNMP, ping, NetFlow (sFlow and J-Flow), syslog and trap messages and API data, as well as SDN configuration and health metrics. Your network performance data is never averaged or rolled up. This removes the guesswork in identifying over- and underutilized infrastructure, conducting root cause analysis, or capacity planning. Statseeker's out-of-the-box dashboards and reports give you the contextual data needed to proactively monitor your network and fix problems before users are aware. 35 Ratings Visit Website Anaconda Anaconda is an AI-native development platform that helps teams move from experimentation to production with trusted open-source packages, governed environments, and production-grade orchestration. The platform provides a secure foundation for Python, data science, machine learning, and AI development across the full model lifecycle. Anaconda Core helps teams manage complex Python dependencies with validated packages, automated security scanning, and intelligent conflict resolution. The Anaconda Platform supports governed AI development so organizations can reduce broken environments, stalled deployments, and unmanaged open-source risk. 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About Automatically discover issues, diagnose problems, and improve models with Arize’s machine learning observability platform. Machine learning systems address mission critical needs for businesses and their customers every day, yet often fail to perform in the real world. Arize is an end-to-end observability platform to accelerate detecting and resolving issues for your AI models at large. Seamlessly enable observability for any model, from any platform, in any environment. Lightweight SDKs to send training, validation, and production datasets. Link real-time or delayed ground truth to predictions. Gain foresight and confidence that your models will perform as expected once deployed. Proactively catch any performance degradation, data/prediction drift, and quality issues before they spiral. Reduce the time to resolution (MTTR) for even the most complex models with flexible, easy-to-use tools for root cause analysis.	About Splunk Enterprise is a powerful platform that turns data into actionable insights across security, IT, and business operations. It enables organizations to search, analyze, and visualize data from virtually any source, providing a unified view across edge, cloud, and hybrid environments. With real-time monitoring, alerts, and dashboards, teams can detect issues quickly and act decisively. Splunk AI and machine learning features predict problems before they happen, improving resilience and decision-making. The platform scales to handle terabytes of data and integrates with thousands of apps, making it a flexible solution for enterprises of all sizes. Trusted by leading organizations worldwide, Splunk helps teams move from visibility to action.
Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported	Platforms Supported Windows Not Supported Mac Not Supported Linux Not Supported Cloud Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Enterprises and professionals looking for an artificial intelligence solution to increase model velocity and improve AI outcomes	Audience Splunk Enterprise is designed for IT leaders, security professionals, and enterprise teams that need to unify, analyze, and act on data across complex, hybrid environments
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported	Support Phone Support Supported 24/7 Live Support Not Supported Online Supported
API Offers API Not Supported	API Offers API Not Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing $50/month Free to use - OSS version $50/month - Enterprise version Free Version Supported Free Trial Supported	Pricing No information available. Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software	Reviews/Ratings Overall 4.5 / 5 ease 4.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews
	Pros & Cons from Real Users Pros Splunk is top of the line for logging. But that means paying a lot every month, and keeping a lot of data, so make sure you actually need detailed logging. If you do, Splunk has a lot of built in functions to analyze your logging data and help your business be more insightful. Customizable dashboards. Can consume multiple log sources. Extensive and deep search feature. Search Queries can be converted to apps. Alert system based on log data. Cons If you only need some of the metrics and not all the logs, getting Splunk means you're wasting money and overengineering your analytics process. You can use an open source metrics system like Prometheus instead if that's what you need. It's also super easy to accidentally get false alerts on Splunk, and that will not make your oncall engineers happy. Steep learning curve. Search can be slow for huge logs. Expensive.
Training Documentation Supported Webinars Supported Live Online Supported In Person Not Supported	Training Documentation Not Supported Webinars Not Supported Live Online Supported In Person Supported
Company Information Arize AI United States arize.com	Company Information Cisco Founded: 1984 United States www.splunk.com
Alternatives BotGauge	Alternatives New Relic
Evidently AI	Blumira
Gantry	Grafana Cloud Grafana Labs
Arize Phoenix Arize AI	Splunk Cloud Platform Cisco
InsightFinder View All	Datadog View All
Categories AI Observability Supported Artificial Intelligence Supported Machine Learning Supported Observability Supported Root Cause Analysis Supported	Categories AI Observability Supported AI SOC Supported AIOps Supported Anomaly Detection Supported Application Performance Monitoring (APM) Supported Artificial Intelligence Supported Cloud Security Supported Cybersecurity Supported Data Breach Detection Supported Data Visualization Supported DevSecOps Supported Endpoint Detection and Response (EDR) Supported Hardware Monitoring Supported IT Infrastructure Monitoring Supported IT Management Supported Log Analysis Supported Log Management Supported Network Monitoring Supported Network Security Supported Network Troubleshooting Supported Observability Supported Risk-Based Vulnerability Management Supported SIEM Supported Threat Intelligence Supported
	Artificial Intelligence Features Chatbot Not Supported For eCommerce Not Supported For Healthcare Supported For Sales Not Supported Image Recognition Not Supported Machine Learning Not Supported Multi-Language Not Supported Natural Language Processing Not Supported Predictive Analytics Supported Process/Workflow Automation Not Supported Rules-Based Automation Not Supported Virtual Personal Assistant (VPA) Not Supported Show More Features Application Performance Monitoring (APM) Features Baseline Manager Supported Diagnostic Tools Supported Full Transaction Diagnostics Supported Performance Control Supported Resource Management Supported Root-Cause Diagnosis Supported Server Performance Supported Trace Individual Transactions Supported Cloud Security Features Antivirus Supported Application Security Supported Behavioral Analytics Supported Encryption Supported Endpoint Management Supported Incident Management Supported Intrusion Detection System Supported Threat Intelligence Supported Two-Factor Authentication Supported Vulnerability Management Supported Cybersecurity Features AI / Machine Learning Supported Behavioral Analytics Supported Endpoint Management Supported Incident Management Supported IOC Verification Not Supported Tokenization Not Supported Vulnerability Scanning Supported Whitelisting / Blacklisting Not Supported Data Visualization Features Analytics Supported Content Management Supported Dashboard Creation Supported Filtered Views Supported OLAP Supported Relational Display Supported Simulation Models Supported Visual Discovery Supported Endpoint Detection and Response (EDR) Features Behavioral Analytics Supported Blacklisting/Whitelisting Supported Continuous Monitoring Supported Malware/Anomaly Detection Supported Prioritization Supported Remediation Management Supported Root Cause Analysis Supported IT Management Features Capacity Monitoring Supported Compliance Management Supported Event Logs Supported Hardware Inventory Supported IT Budgeting Supported License Management Supported Patch Management Supported Remote Access Supported Scheduling Supported Software Inventory Supported User Activity Monitoring Supported Log Management Features Archiving Supported Audit Trails Supported Compliance Reporting Supported Consolidation Supported Data Visualization Supported Event Logs Supported Network Logs Supported Remediation Supported Syslogs Supported Thresholds Supported Web Logs Supported Network Monitoring Features Bandwidth Monitoring Supported Baseline Manager Supported Diagnostic Tools Supported Internet Usage Monitoring Supported IP Address Monitoring Supported Real Time Analytics Supported Resource Management Supported Server Monitoring Supported SLA Monitoring Supported Uptime Monitoring Supported Web Traffic Reporting Supported Network Security Features Access Control Supported Analytics / Reporting Supported Compliance Reporting Not Supported Firewalls Supported Internet Usage Monitoring Supported Intrusion Detection System Supported Threat Response Supported VPN Supported Vulnerability Scanning Supported Network Troubleshooting Features Alerts / Escalation Supported Bandwidth Troubleshooting Supported Change Management Supported Configuration Management Supported Connectivity Management Supported Data Visualization Supported Historical Audit Supported Mobile Network Troubleshooting Supported Network Analysis Supported Network Monitoring Supported SIEM Features Application Security Supported Behavioral Analytics Supported Compliance Reporting Supported Endpoint Management Supported File Integrity Monitoring Supported Forensic Analysis Supported Log Management Supported Network Monitoring Supported Real Time Monitoring Supported Threat Intelligence Supported User Activity Monitoring Supported
Integrations Azure Marketplace Supported AppsWatch by Automai Not Supported BigID Not Supported Clockspring Not Supported Darkfeed Not Supported EndaceProbe Not Supported Forcepoint Behavioral Analytics Not Supported Google Chrome Enterprise Not Supported IONIX Not Supported KonnectzIT Not Supported Lenses Not Supported NeuVector Not Supported Splunk User Behavior Analytics Not Supported StackState Not Supported Tableau Not Supported Teramind Not Supported UbiOps Supported UptimeMonk Not Supported Visual KPI Not Supported Vivantio Not Supported Show More Integrations View All 15 Integrations	Integrations Azure Marketplace Supported AppsWatch by Automai Supported BigID Supported Clockspring Supported Darkfeed Supported EndaceProbe Supported Forcepoint Behavioral Analytics Supported Google Chrome Enterprise Supported IONIX Supported KonnectzIT Supported Lenses Supported NeuVector Supported Splunk User Behavior Analytics Supported StackState Supported Tableau Supported Teramind Supported UbiOps Not Supported UptimeMonk Supported Visual KPI Supported Vivantio Supported Show More Integrations View All 168 Integrations
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