--- title: Aquarium Reviews meta_title: 'Aquarium Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 14 reviews by the users' company size, role or industry to find out how Aquarium works for a business like yours. aggregate_rating: rating_value: 4.6 review_count: 14 scale: '5' date_modified: '2026-08-07' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence --- # Aquarium Reviews **Vendor:** Aquarium **Category:** [Active Learning Tools](https://www.g2.com/categories/active-learning-tools) **Average Rating:** 4.6/5.0 **Total Reviews:** 14 ## About Aquarium The Platform For ML Data Curation - Aquarium's embedding technology surfaces the biggest problems in your model performance and finds the right data to solve them. ## Aquarium Reviews ### 1. A overall good product **Rating:** 3.5/5.0 stars **Reviewed by:** Jasmine T. | Community Manager, Small-Business (50 or fewer emp.) **Reviewed Date:** August 20, 2024 **What do you like best about Aquarium?** The interface is super friendly, easy navigation. Plus the collaboration feature is an added advantage **What do you dislike about Aquarium?** The initial setup is tad difficult, which can be improved. **What problems is Aquarium solving and how is that benefiting you?** It provides a centralised platform where all team members can collaborate, and thus helps streamlining the projects. If there are multiple channels for communication it makes it very inefficifient, so Aquarium helps in eliminating that. ### 2. Short and Precise **Rating:** 4.0/5.0 stars **Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.) **Reviewed Date:** August 12, 2024 **What do you like best about Aquarium?** It is a very good tool to analyse our data and through it we can train our model very precisely and also know at where we are lacking so that we can improve on that part. **What do you dislike about Aquarium?** Nothing as such sometimes it give Unaccurate results and website response is also slow else it is a very good platform. **What problems is Aquarium solving and how is that benefiting you?** It is helping to understand the business more deeply and how we can keep our model up to update with the latest data. It helps in data wrangling. ### 3. Revolutionizing the data management industry **Rating:** 4.0/5.0 stars **Reviewed by:** Ansum M. | Fellow, Mid-Market (51-1000 emp.) **Reviewed Date:** August 03, 2024 **What do you like best about Aquarium?** Its usefulness in categorizing data sets. **What do you dislike about Aquarium?** Accessing the platform is a bit tough to handle. **What problems is Aquarium solving and how is that benefiting you?** It is helping industries solve the issue of data management and better deal with complex data sets to provide results that are far more effective for use than any other platforms. ### 4. Aquarium laboratory software **Rating:** 4.0/5.0 stars **Reviewed by:** Gargi A. | Accounts Executive, Small-Business (50 or fewer emp.) **Reviewed Date:** July 30, 2024 **What do you like best about Aquarium?** It's simple procedure through which we recieves claims, as well as this software is easily affordable. **What do you dislike about Aquarium?** Customer service is not so good and also there is no demo session for its utilisation we need to pay only. **What problems is Aquarium solving and how is that benefiting you?** Aquarium provides different AI Tools for learning different things - [View Aquarium pricing details and edition comparison](https://www.g2.com/products/aquarium/reviews?filters%5Bnps_score%5D%5B%5D=4§ion=pricing&secure%5Bexpires_at%5D=2026-08-14+03%3A52%3A23+-0500&secure%5Bsession_id%5D=39100367-3eac-4ad8-bb56-8cc7fd6647d2&secure%5Btoken%5D=3013d77d2bbde552082e749613e106543f5d09b1efa8a165c861361cec0e0958&format=llm_user) ## Aquarium Features **Additional Functionality** - Tagging - Natural Language Processing - Data Extraction - Multi-Language - Predictive Analytics - Drag & Drop - Speech Recognition - Reporting/Analytics - Data Storage Management - Virtual Personal Assistant (VPA) - AI Copilot - Customer Segmentation - Collaboration Tools - Data Import/Export - Generative AI - For eCommerce - Role-Based Permissions - Customizable Branding - Search/Filter - Monitoring - Document Management - API - Data Visualization - Trend Analysis - Machine Learning - Access Controls/Permissions - Alerts/Escalation - Performance Metrics - Real-Time Data - Third-Party Integrations - Mobile App - Multiple Data Sources - For Sales Teams/Organizations - Sentiment Analysis - Activity Dashboard - Chatbot - Workflow Automation **Model Training & Optimization - Active Learning Tools** - Model Training Efficiency - Automated Model Retraining - Active Learning Process Implementation - Iterative Training Loop Creation - Edge Case Discovery **Data Management & Annotation - Active Learning Tools** - Smart Data Triage - Data Labeling Workflow Enhancement - Error and Outlier Identification - Data Selection Optimization - Actionable Insights for Data Quality **Model Performance & Analysis - Active Learning Tools** - Model Performance Insights - Cost-Effective Model Improvement - Edge Case Integration - Fine-tuning Model Accuracy - Label Outlier Analysis ## Top Aquarium Alternatives - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - 4.8/5.0 (354 reviews) - [Amazon Augmented AI](https://www.g2.com/products/amazon-augmented-ai/reviews) - 4.5/5.0 (66 reviews) - [Roboflow](https://www.g2.com/products/roboflow/reviews) - 4.7/5.0 (155 reviews)