Arize ML Observability Platform vs. IBM Instana
Arize ML Observability Platform vs. IBM Instana
| Product | Rating | Most Used By | Product Summary | Starting Price |
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Arize ML Observability Platform | 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 | |
IBM Instana | N/A | Instana, an IBM company since the December 2020 acquisition, provides APM services for SOA, microservices, containerized applications and Kubernetes, and cloud native applications, as well as discovery and monitoring for IT assets. | $75 per month per Managed Virtual Server (MVS) |
| Arize ML Observability Platform | IBM Instana | |||||||||||||||
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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 | ||||||||||||||
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| Arize ML Observability Platform | IBM Instana | |
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| Small Businesses | InfluxDB Score 8.8 out of 10 | InfluxDB Score 8.8 out of 10 |
| Medium-sized Companies | Sumo Logic Score 8.8 out of 10 | Sumo Logic Score 8.8 out of 10 |
| Enterprises | NetBrain Technologies Score 9.2 out of 10 | NetBrain Technologies Score 9.2 out of 10 |
| All Alternatives | View all alternatives | View all alternatives |
| Arize ML Observability Platform | IBM Instana | |
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| Likelihood to Recommend | - (0 ratings) | 8.0 (47 ratings) |
| Likelihood to Renew | - (0 ratings) | 8.2 (1 ratings) |
| Usability | - (0 ratings) | 8.2 (3 ratings) |
| Support Rating | - (0 ratings) | 4.5 (1 ratings) |
| Arize ML Observability Platform | IBM Instana | |
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| Likelihood to Recommend | ![]() Arize AI No answers on this topic | IBM
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| Pros | ![]() Arize AI No answers on this topic | IBM
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| Cons | ![]() Arize AI No answers on this topic | IBM
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| Likelihood to Renew | ![]() Arize AI No answers on this topic | IBM
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| Usability | ![]() Arize AI No answers on this topic | IBM
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| Support Rating | ![]() Arize AI No answers on this topic | IBM
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| Alternatives Considered | ![]() Arize AI No answers on this topic | IBM
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| Return on Investment | ![]() Arize AI No answers on this topic | IBM
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