---
title: Amazon Sagemaker Ground Truth Reviews
meta_title: 'Amazon Sagemaker Ground Truth Reviews 2026: Details, Pricing, & Features
  | G2'
meta_description: Filter 19 reviews by the users' company size, role or industry to
  find out how Amazon Sagemaker Ground Truth works for a business like yours.
aggregate_rating:
  rating_value: 4.1
  review_count: 19
  scale: '5'
date_modified: '2026-08-13'
parent_category:
  name: Artificial Intelligence
  url: https://www.g2.com/categories/artificial-intelligence
---


# Amazon Sagemaker Ground Truth Reviews
**Vendor:** Amazon Web Services (AWS)  
**Category:** [Data Labeling Software](https://www.g2.com/categories/data-labeling)  
**Average Rating:** 4.1/5.0  
**Total Reviews:** 19
## About Amazon Sagemaker Ground Truth
Amazon SageMaker Ground Truth helps you build highly accurate training datasets for machine learning quickly. SageMaker Ground Truth offers easy access to public and private human labelers and provides them with built-in workflows and interfaces for common labeling tasks.




## Amazon Sagemaker Ground Truth Reviews
  ### 1. Initial experience 

**Rating:** 2.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Mid-Market (51-1000 emp.)

**Reviewed Date:** February 06, 2019

**What do you like best about Amazon Sagemaker Ground Truth?**

Most of the time is spent labeling data used for training while creating a machine learning model but AWS sage maker cloud truth makes it easier to label this data and use them for training the model. The time taken to label the data reduces significantly.

**What do you dislike about Amazon Sagemaker Ground Truth?**

It can be hard to use for people who do not have any machine learning experience. After the data is labeled by AWS SageMaker Ground Truth it has to be validated that the data has been labeled correctly. Some of the labels is inaccurate and they have to be corrected. This might take more time than expected sometimes.

**What problems is Amazon Sagemaker Ground Truth solving and how is that benefiting you?**

Using  AWS SageMaker Ground Truth we solved a use case where there were images of cartoons and they had to be labeled into different categories. The business problem was to recognize a specific cartoon character from a series of images.


## Amazon Sagemaker Ground Truth Discussions
  - [Which of these types of workforce are available in Amazon SageMaker ground truth?](https://www.g2.com/discussions/which-of-these-types-of-workforce-are-available-in-amazon-sagemaker-ground-truth)
  - [How much does ground truth cost?](https://www.g2.com/discussions/how-much-does-ground-truth-cost)
  - [Which type of data are included in Amazon SageMaker ground truth manifest file?](https://www.g2.com/discussions/which-type-of-data-are-included-in-amazon-sagemaker-ground-truth-manifest-file)
  - [How can use it freely for 1-year?](https://www.g2.com/discussions/how-can-use-it-freely-for-1-year) - 1 upvote
  - [online job](https://www.g2.com/discussions/26907-online-job) - 1 upvote

- [View Amazon Sagemaker Ground Truth pricing details and edition comparison](https://www.g2.com/products/amazon-sagemaker-ground-truth/reviews?filters%5Bnps_score%5D%5B%5D=2&section=pricing&secure%5Bexpires_at%5D=2026-08-13+12%3A52%3A05+-0500&secure%5Bsession_id%5D=9c9865e2-4fdd-44e8-bfe3-fb4981d92fca&secure%5Btoken%5D=bea9fe51417a4cceb9bb09475d072c01e644ba4ebd2de97abb60478a3f57df3a&format=llm_user)

## Amazon Sagemaker Ground Truth 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

**Quality**
- Labeler Quality
- Task Quality
- Data Quality
- Human-in-the-Loop

**Automation**
- Machine Learning Pre-Labeling
- Automatic Routing of Labeling

**Image Annotation**
- Image Segmentation

- Object Detection
- Object Tracking
- Data Types

**Natural Language Annotation**
- Named Entity Recognition
- Sentiment Detection
- OCR

**Speech Annotation**
- Transcription
- Emotion Recognition

## Top Amazon Sagemaker Ground Truth Alternatives
  - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - 4.8/5.0 (354 reviews)
  - [Appen](https://www.g2.com/products/appen/reviews) - 4.2/5.0 (33 reviews)
  - [Labelbox](https://www.g2.com/products/labelbox/reviews) - 4.5/5.0 (48 reviews)