Arize ML Observability Platform vs. Grafana
| 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 |
Grafana | Score8.7 out of 10 | N/A | Grafana is a data visualization tool developed by Grafana Labs in New York. It is available open source, managed (Grafana Cloud), or via an enterprise edition with enhanced features. Grafana has pluggable data source model and comes bundled with support for popular time series databases like Graphite. It also has built-in support for cloud monitoring vendors like Amazon Cloudwatch, Microsoft Azure and SQL databases like MySQL. Grafana can combine data from many places into a single dashboard. | $0 |
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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 | Grafana | |
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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 | 100% Would buy again 6 Answers | |
| Delivers good value for the price | ||
No answers on this topic | 100% Delivers good value for the price 6 Answers | |
| Happy with the feature set | ||
No answers on this topic | 100% Happy with the feature set 6 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 | |
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| BI Standard Reporting |
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| Ad-hoc Reporting |
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| Data Discovery and Visualization |
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| Arize ML Observability Platform | Grafana | |
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| Small Businesses | Amazon CloudWatch Score8.2 out of 10 | Looker Studio Score7.6 out of 10 |
| Medium-sized Companies | Datadog Score8.4 out of 10 | Jet Reports Score9.5 out of 10 |
| Enterprises | NetBrain Technologies Score9.2 out of 10 | Kibana Score7.2 out of 10 |
| All Alternatives | View all alternatives | View all alternatives |
| Arize ML Observability Platform | Grafana | |
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| Likelihood to Recommend | - | 9.0 |
| Usability | - | 10.0 |
| Arize ML Observability Platform | Grafana | |
|---|---|---|
| Likelihood to Recommend | No answers on this topic |
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| Pros | 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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| Alternatives Considered | No answers on this topic |
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| Return on Investment | No answers on this topic |
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