Arize ML Observability Platform vs. Sumo Logic
| Product | Rating | Most Used By | Product Summary | Starting Price |
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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 |
Sumo Logic | Score9.4 out of 10 | N/A | Sumo Logic is a log management offering from the San Francisco based company of the same name. | $3 Per GB Logs |
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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 | Sumo Logic | |
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| Considered Both Products | No answer on this topic | No answer on this topic |
| Key User Insights | ||
| Would buy again | ||
No answers on this topic | 89% Would buy again 8 Answers | |
| Delivers good value for the price | ||
No answers on this topic | 100% Delivers good value for the price 9 Answers | |
| Happy with the feature set | ||
No answers on this topic | 89% Happy with the feature set 8 Answers | |
| Lived up to sales and marketing promises | ||
No answers on this topic | No answers on this topic | |
| Implementation went as expected | ||
No answers on this topic | 100% Implementation went as expected 6 Answers | |
| Arize ML Observability Platform | Sumo Logic | |
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| Small Businesses | Amazon CloudWatch Score8.2 out of 10 | Amazon CloudWatch Score8.2 out of 10 |
| Medium-sized Companies | Datadog Score8.4 out of 10 | Datadog Score8.4 out of 10 |
| Enterprises | NetBrain Technologies Score9.2 out of 10 | NetBrain Technologies Score9.2 out of 10 |
| All Alternatives | View all alternatives | View all alternatives |
| Arize ML Observability Platform | Sumo Logic | |
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| Likelihood to Recommend | - | 8.7 |
| Usability | - | 9.0 |
| Support Rating | - | 8.7 |
| Implementation Rating | - | 9.0 |
| Professional Services | - | 6.2 |
| Arize ML Observability Platform | Sumo Logic | |
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| Likelihood to Recommend | No answers on this topic |
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| Cons | No answers on this topic |
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| Usability | No answers on this topic |
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| Support Rating | No answers on this topic |
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| Implementation Rating | No answers on this topic |
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| Alternatives Considered | No answers on this topic |
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| Professional Services | No answers on this topic |
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| Return on Investment | No answers on this topic |
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