# Amazon Augmented AI vs Aquarium Comparison | | Amazon Augmented AI | Aquarium | |---|---|---| | **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | | **Total Reviews** | 63 | 14 | | **Largest Market Segment** | Small-Business (43.5% of reviews) | Small-Business (57.1% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## Ratings Comparison | Rating | Amazon Augmented AI | Aquarium | |---|---|---| | **Meets Requirements** | 8.6 (61 reviews) | 9.0 (14 reviews) | | **Ease of Use** | 8.8 (62 reviews) | 9.2 (14 reviews) | | **Ease of Setup** | 8.4 (60 reviews) | 9.2 (13 reviews) | | **Ease of Admin** | 6.8 (11 reviews) | Not enough data | | **Quality of Support** | 8.9 (57 reviews) | 9.1 (13 reviews) | | **Has the product been a good partner in doing business?** | 7.9 (12 reviews) | Not enough data | | **Product Direction (% positive)** | 9.8 (60 reviews) | 10.0 (14 reviews) | --- ## Pricing ### Amazon Augmented AI #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Aquarium #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Active Learning Tools | Product | Score | Reviews | |---|---|---| | **Amazon Augmented AI** | 8.6/10 | 54 | | **Aquarium** | 9.1/10 | 13 | #### Model Training & Optimization - Active Learning Tools | Feature | Amazon Augmented AI | Aquarium | |---|---|---| | **Model Training Efficiency** | 8.7 (52 reviews) | 9.2 (13 reviews) | | **Automated Model Retraining** | 8.6 (53 reviews) | 8.8 (13 reviews) | | **Active Learning Process Implementation** | 8.6 (51 reviews) | 9.1 (13 reviews) | | **Iterative Training Loop Creation** | 8.6 (50 reviews) | 8.8 (13 reviews) | | **Edge Case Discovery** | 8.4 (50 reviews) | 9.7 (12 reviews) | #### Data Management & Annotation - Active Learning Tools | Feature | Amazon Augmented AI | Aquarium | |---|---|---| | **Smart Data Triage** | 8.6 (51 reviews) | 9.3 (12 reviews) | | **Data Labeling Workflow Enhancement** | 8.7 (51 reviews) | 8.6 (13 reviews) | | **Error and Outlier Identification** | 8.5 (51 reviews) | 9.2 (12 reviews) | | **Data Selection Optimization** | 8.7 (50 reviews) | 9.4 (12 reviews) | | **Actionable Insights for Data Quality** | 8.7 (52 reviews) | 9.3 (12 reviews) | #### Model Performance & Analysis - Active Learning Tools | Feature | Amazon Augmented AI | Aquarium | |---|---|---| | **Model Performance Insights** | 8.9 (50 reviews) | 9.2 (12 reviews) | | **Cost-Effective Model Improvement** | 8.3 (50 reviews) | 9.0 (12 reviews) | | **Edge Case Integration** | 8.3 (50 reviews) | 8.9 (12 reviews) | | **Fine-tuning Model Accuracy** | 8.7 (50 reviews) | 9.4 (12 reviews) | | **Label Outlier Analysis** | 8.6 (50 reviews) | 9.0 (12 reviews) | --- ## Categories **Shared Categories (1):** [Active Learning Tools](https://www.g2.com/categories/active-learning-tools) --- ## Reviewer Demographics ### By Company Size | Segment | Amazon Augmented AI | Aquarium | |---|---|---| | **Small-Business** | 43.5% | 57.1% | | **Mid-Market** | 32.3% | 28.6% | | **Enterprise** | 24.2% | 14.3% | ### By Industry #### Amazon Augmented AI - **Information Technology and Services:** 19.4% - **Computer Software:** 12.9% - **Consulting:** 6.5% - **Accounting:** 4.8% - **Computer & Network Security:** 4.8% - **Consumer Services:** 4.8% - **Entertainment:** 4.8% - **Health, Wellness and Fitness:** 4.8% - **Banking:** 3.2% - **Insurance:** 3.2% - **Other:** 30.6% #### Aquarium - **Information Technology and Services:** 28.6% - **Retail:** 7.1% - **Primary/Secondary Education:** 7.1% - **Law Practice:** 7.1% - **Insurance:** 7.1% - **Entertainment:** 7.1% - **E-Learning:** 7.1% - **Consumer Services:** 7.1% - **Computer Software:** 7.1% - **Computer & Network Security:** 7.1% - **Other:** 7.1% --- ## Alternatives ### Alternatives to Amazon Augmented AI - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.8/5 stars (379 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) — 4.7/5 stars (147 reviews) - [Deepchecks](https://www.g2.com/products/deepchecks/reviews) — 4.4/5 stars (21 reviews) - [Dataloop](https://www.g2.com/products/dataloop-dataloop/reviews) — 4.4/5 stars (89 reviews) - [Encord](https://www.g2.com/products/encord/reviews) — 4.8/5 stars (65 reviews) - [Labelbox](https://www.g2.com/products/labelbox/reviews) — 4.5/5 stars (48 reviews) - [FiftyOne](https://www.g2.com/products/voxel51-fiftyone/reviews) — 4.5/5 stars (22 reviews) - [Galileo](https://www.g2.com/products/galileo-galileo/reviews) — 4.4/5 stars (18 reviews) - [Lightly](https://www.g2.com/products/lightly/reviews) — 4.4/5 stars (14 reviews) - [DagsHub](https://www.g2.com/products/dagshub/reviews) — 4.8/5 stars (14 reviews) ### Alternatives to Aquarium - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) — 4.8/5 stars (379 reviews) - [Deepchecks](https://www.g2.com/products/deepchecks/reviews) — 4.4/5 stars (21 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) — 4.7/5 stars (147 reviews) - [Dataloop](https://www.g2.com/products/dataloop-dataloop/reviews) — 4.4/5 stars (89 reviews) - [Encord](https://www.g2.com/products/encord/reviews) — 4.8/5 stars (65 reviews) - [Labelbox](https://www.g2.com/products/labelbox/reviews) — 4.5/5 stars (48 reviews) - [FiftyOne](https://www.g2.com/products/voxel51-fiftyone/reviews) — 4.5/5 stars (22 reviews) - [Galileo](https://www.g2.com/products/galileo-galileo/reviews) — 4.4/5 stars (18 reviews) - [Lightly](https://www.g2.com/products/lightly/reviews) — 4.4/5 stars (14 reviews) - [DagsHub](https://www.g2.com/products/dagshub/reviews) — 4.8/5 stars (14 reviews) --- ## Top Discussions ### Amazon Augmented AI No discussions available for this product. ### Aquarium No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/amazon-augmented-ai-vs-aquarium)