Arize ML Observability Platform vs. InfluxDB

Overview
ProductRatingMost Used ByProduct SummaryStarting Price
Arize ML Observability Platform
Score 0.0 out of 10
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
InfluxDB
Score 8.8 out of 10
N/A
The InfluxDB is a time series database from InfluxData headquartered in San Francisco. As an observability solution, it is designed to provide real-time visibility into stacks, sensors and systems. It is available open source, via the Cloud as a DBaaS option, or through an Enterprise subscription.N/A
Pricing
Arize ML Observability PlatformInfluxDB
Editions & Modules
No answers on this topic
No answers on this topic
Offerings
Pricing Offerings
Arize ML Observability PlatformInfluxDB
Free Trial
NoNo
Free/Freemium Version
YesNo
Premium Consulting/Integration Services
NoNo
Entry-level Setup FeeNo setup feeNo setup fee
Additional Details
More Pricing Information
Community Pulse
Arize ML Observability PlatformInfluxDB
Best Alternatives
Arize ML Observability PlatformInfluxDB
Small Businesses
InfluxDB
InfluxDB
Score 8.8 out of 10

No answers on this topic

Medium-sized Companies
Sumo Logic
Sumo Logic
Score 8.8 out of 10

No answers on this topic

Enterprises
NetBrain Technologies
NetBrain Technologies
Score 9.2 out of 10

No answers on this topic

All AlternativesView all alternativesView all alternatives
User Ratings
Arize ML Observability PlatformInfluxDB
Likelihood to Recommend
-
(0 ratings)
9.0
(4 ratings)
Likelihood to Renew
-
(0 ratings)
9.1
(2 ratings)
Support Rating
-
(0 ratings)
9.0
(1 ratings)
User Testimonials
Arize ML Observability PlatformInfluxDB
Likelihood to Recommend
Arize AI
No answers on this topic
InfluxData
InfluxDB is very good at storing monitoring metrics (e.g. performance data). InfluxDB is not the right choice if you need to store other data types (like plain text, data relations etc.).
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Pros
Arize AI
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InfluxData
  • Perfect handling telemetry data.
  • Low latency, near real time.
  • SQL-like language makes it easier to query.
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Cons
Arize AI
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InfluxData
  • GUI based administrator console
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Likelihood to Renew
Arize AI
No answers on this topic
InfluxData
InfluxDB is a near perfect product for time series database engines. The relatively small list of cons are heavily outweighed by it's ability to just work and be a very flexible and powerful database engine. The community and support provided by the corporation are the only areas I have little experience.
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Support Rating
Arize AI
No answers on this topic
InfluxData
We have worked with the InfluxDB support team a few times so far and it has been positive. Issues submitted are worked on promptly and we have good feedback.
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Alternatives Considered
Arize AI
No answers on this topic
InfluxData
To be honest, I didn't look at alternatives since InfluxDB performs very well if you can oversee the lack of security and HA features. But for all challenges, there is an easy solution which brings you forward (e.g. read load balancing can be achieved by using a common HTTPS load balancer).
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Return on Investment
Arize AI
No answers on this topic
InfluxData
  • Provided us a time series DB.
  • With the SQL-like language, it is very easy to learn.
  • Empowered us to keep track of our events.
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