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Compare Aporia and Saturn Cloud 
At a Glance
Market Segments
Small-Business (55.9% of reviews)
Small-Business (82.4% of reviews)
Entry-Level Pricing
Contact Us Per Year
Contact Us
Aporia
Star Rating
(68)4.8 out of 5
Market Segments
Small-Business (55.9% of reviews)
Pros & Cons
Entry-Level Pricing
Contact Us Per Year
Browse all 2 pricing plansSaturn Cloud
Star Rating
(319)4.8 out of 5
Market Segments
Small-Business (82.4% of reviews)
Pros & Cons
Entry-Level Pricing
Contact Us
Browse all 3 pricing plansSummary
AI Generated Summary
AI-generated. Powered by real user reviews.
- G2 reviewers report that Aporia excels in real-time monitoring and alerting capabilities, making it easier for users to detect unusual behavior or drops in model performance. This feature is particularly praised for saving time compared to manual checks, which many users find tedious.
- Users say that Saturn Cloud is a simple and easy-to-use platform, which is beneficial for those handling large datasets and complex workloads. This ease of use is a significant advantage for teams looking to streamline their operations without a steep learning curve.
- According to verified reviews, Aporia's implementation process is noted for being quick and intuitive, with users highlighting its seamless integration with various ML platforms. This is a strong point for organizations that need to get up and running swiftly.
- Reviewers mention that Saturn Cloud's support is commendable, with specific praise for the responsiveness of their CTO, Hugo. This level of support can be crucial for users who may encounter challenges during their day-to-day operations.
- G2 reviewers report that Aporia provides detailed monitoring for model performance and reliability, which is especially valuable for regulated environments. Users appreciate the comprehensive features that help ensure compliance and bias monitoring.
- Users say that while both platforms have similar star ratings, Aporia's focus on AI control software and its robust alerting system gives it an edge in environments where model performance is critical, whereas Saturn Cloud shines in handling complex datasets with ease.
Pricing
Entry-Level Pricing
Aporia
Scaler
Contact Us
Per Year
For ML teams with multiple production models
- Everything included in ML Starter
- Unlimited rows and predictions
- Unlimited users
Saturn Cloud
Saturn Cloud On-Premise
Contact Us
Installs in cloud environments offered by AWS, Microsoft Azure, Google, Oracle, and CoreWeave
- Installs in cloud environments offered by AWS, Microsoft Azure, Google, Oracle, and CoreWeave
- Pay-as-you-go pricing with no upfront cost
- Advanced security: SSO and installation into custom VPCs and private subnets available
Free Trial
Aporia
Free Trial is available
Saturn Cloud
Free Trial is available
Ratings
Meets Requirements
9.3
57
9.3
274
Ease of Use
9.2
59
9.4
280
Ease of Setup
9.3
21
9.0
79
Ease of Admin
9.1
13
9.2
30
Quality of Support
9.5
54
9.3
249
Has the product been a good partner in doing business?
9.5
13
9.0
27
Product Direction (% positive)
9.6
59
9.3
269
Features by Category
Deployment
8.7
29
9.0
42
8.9
31
9.2
44
9.0
26
9.2
42
8.5
28
9.6
43
9.0
29
9.5
40
Deployment
8.7
30
9.4
40
9.0
32
9.1
43
8.8
28
9.1
41
9.0
32
9.5
44
9.1
31
9.5
40
Management
8.7
26
9.3
38
9.3
29
9.2
42
8.7
28
9.2
36
8.8
26
9.2
41
Operations
9.0
34
9.3
40
8.7
29
9.3
41
8.6
28
9.4
38
Management
8.7
26
8.9
36
9.2
31
9.2
41
8.7
29
9.0
35
Generative AI
9.4
6
9.3
27
9.2
6
9.3
26
System
Not enough data
9.0
185
Model Development
Not enough data
9.0
206
Not enough data
Feature Not Available
Not enough data
8.9
192
Not enough data
9.2
202
Model Development
Not enough data
9.2
192
Machine/Deep Learning Services
Not enough data
9.0
186
Not enough data
9.2
176
Not enough data
9.0
173
Not enough data
9.1
191
Machine/Deep Learning Services
Not enough data
9.1
165
Not enough data
9.3
190
Deployment
Not enough data
9.1
189
Not enough data
9.1
195
Not enough data
9.2
185
Generative AI
Not enough data
8.8
121
Not enough data
8.5
121
Not enough data
8.4
119
Agentic AI - Data Science and Machine Learning Platforms
Not enough data
7.1
8
Not enough data
6.5
8
Not enough data
7.7
8
Not enough data
8.5
8
Not enough data
7.5
8
Not enough data
7.3
8
Not enough data
6.9
8
Scalability and Performance - Generative AI Infrastructure
9.7
11
8.5
16
9.2
11
8.8
16
9.5
11
9.2
16
Cost and Efficiency - Generative AI Infrastructure
8.8
11
8.4
15
9.2
11
8.9
14
9.5
11
9.3
14
Integration and Extensibility - Generative AI Infrastructure
8.8
11
8.8
14
9.2
11
8.7
14
9.5
11
8.7
14
Security and Compliance - Generative AI Infrastructure
9.5
11
8.8
14
8.9
11
8.6
14
9.2
11
8.3
14
Usability and Support - Generative AI Infrastructure
9.7
11
8.9
14
8.8
11
8.5
14
Large Language Model Operationalization (LLMOps)Hide 15 FeaturesShow 15 Features
Not enough data
Not enough data
Prompt Engineering - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Not enough data
Not enough data
Inference Optimization - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Model Garden - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Custom Training - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Application Development - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Model Deployment - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Not enough data
Not enough data
Guardrails - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Not enough data
Not enough data
Model Monitoring - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Not enough data
Not enough data
Security - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Not enough data
Not enough data
Gateways & Routers - Large Language Model Operationalization (LLMOps)
Not enough data
Not enough data
Categories
Categories
Shared Categories
Aporia and Saturn Cloud are categorized as MLOps Platforms and Generative AI Infrastructure
Unique Categories
Aporia is categorized as Large Language Model Operationalization (LLMOps)
Saturn Cloud is categorized as Data Science and Machine Learning Platforms
Reviews
Reviewers' Company Size
Aporia
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Saturn Cloud
Small-Business(50 or fewer emp.)
Mid-Market(51-1000 emp.)
Enterprise(> 1000 emp.)
Small-Business
(50 or fewer emp.)
Mid-Market
(51-1000 emp.)
Enterprise
(> 1000 emp.)
Reviewers' Industry
Computer Software
20.6%
Information Technology and Services
11.8%
Computer & Network Security
10.3%
Financial Services
5.9%
Telecommunications
4.4%
Other
47.1%
Computer Software
21.0%
Higher Education
11.0%
Information Technology and Services
10.0%
Biotechnology
9.1%
Research
7.8%
Other
41.1%
Alternatives
Discussions
Aporia has no discussions with answers
Saturn Cloud has no discussions with answers
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