Arize ML Observability Platform vs. LogicMonitor
| Product | Rating | Most Used By | Product Summary | Starting Price |
|---|---|---|---|---|
 Arize ML Observability Platform | N/A | N/A | Arize AI is a machine learning observability solution used to detect, troubleshoot, and eliminate ML model issues faster. It offers observability built for ML practitioners to automatically surface performance issues and trace the root cause. By indexing datasets across training, validation, and production environments in a central inference store, Arize enables ML teams to quickly detect where issues emerge and deeply troubleshoot the reasons behind them. | $100 per month 2 models + 10M/annual production predictions |
 LogicMonitor | Score8.3 out of 10 | Mid-Size Companies (51-1,000 employees) | LogicMonitor’s SaaS-based platform, LM Envision, enables observability across on-prem and multi-cloud environments. It provides IT and business teams operational visibility and predictability across their technologies and applications. | N/A |
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| Editions & Modules | No answers on this topic |
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| Entry-level Setup Fee | No setup fee | No setup fee | ||||||||||||||
| Additional Details | — | Our platform is broken down into Pro and Enterprise Pricing. Pro includes monitoring for all of your cloud, hybrid, and on-premises infrastructure. Our Enterprise package includes all of this, plus our AIOps and Machine Learning functionality that provides dynamic thresholds, root cause analysis, anomaly detection and more! LogicMonitor only charges by the device. What is considered a device? A device is anything with an IP address that you want to monitor, including a physical device or a cloud resource. This means multiple data sources under the same IP address can be monitored for the same price. Unlike some monitoring platforms. we don’t charge per node, interface, or metric. | ||||||||||||||
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| Arize ML Observability Platform | LogicMonitor | |
|---|---|---|
| Likelihood to Recommend | - | 9.6 |
| Likelihood to Renew | - | 6.7 |
| Usability | - | 8.3 |
| Availability | - | 9.1 |
| Performance | - | 9.1 |
| Support Rating | - | 9.3 |
| In-Person Training | - | 8.2 |
| Online Training | - | 7.3 |
| Implementation Rating | - | 9.8 |
| Configurability | - | 9.1 |
| Contract Terms and Pricing Model | - | 7.4 |
| Ease of integration | - | 7.3 |
| Product Scalability | - | 9.1 |
| Professional Services | - | 7.6 |
| Vendor post-sale | - | 9.1 |
| Vendor pre-sale | - | 9.1 |