# Label Studio Reviews
**Vendor:** HumanSignal  
**Category:** [Data Labeling Software](https://www.g2.com/categories/data-labeling)  
**Average Rating:** 3.5/5.0  
**Total Reviews:** 1
## About Label Studio
Label Studio Enterprise enables you to deliver the highest-quality ML/AI models faster. Evaluate model outputs and label high-quality datasets to train and fine-tune models that are aligned, accurate and compliant. The leading data science organizations choose Label Studio Enterprise due to its: - Accuracy: end-to-end quality review workflows, including auto validators, inter-annotator consensus scoring & quality reporting - Speed: Leverage auto-labeling, AI-assisted labeling & automation to optimize annotation workflows -Flexibility: Supports all data types & model integrations with an intuitive API and SDK for extensibility -Security & compliance: SOC2 & HIPAA certified, SSO/LDAP/SAML, role-based access control, and audit logs for on-prem or SaaS deployments - Open source community: Backed by the largest open source project & community focused on high-quality data for ML/AI




## Label Studio Reviews
  ### 1. The labelling solution that just works!

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Enterprise (> 1000 emp.)

**Reviewed Date:** March 11, 2022

**What do you like best about Label Studio?**

Has integrated machine learning in the product and a dashboard that shows confidence in the prediction for the suggested label

**What do you dislike about Label Studio?**

The pricing is on the higher side and with the community edition only supporting 1 request per second, it'll take hours to label more than 10,000 objects and the prediction quota also ends at 5000.

**What problems is Label Studio solving and how is that benefiting you?**

Had an interesting use case for the computer vision pipeline. As the volume of data is quite huge, the team wanted to streamline the data by adding labels. Instead of manually filling in the missing information, Heartex helped automate the process.

  ### 2. Good for labeling data to create company assets

**Rating:** 3.5/5.0 stars

**Reviewed by:** Verified User in Computer Software | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 11, 2022

**What do you like best about Label Studio?**

Minimizes the amount of time for team which they usually spend more on preparing, analyzing and labeling datasets. Provides good security

**What do you dislike about Label Studio?**

Needs extensive documentation and very less blogs are found related to this
Have faced some challenges in connecting with some SSO provider.

**What problems is Label Studio solving and how is that benefiting you?**

Training data sets and used in machine learning to label data.


## Label Studio Discussions
  - [What is Heartex used for?](https://www.g2.com/discussions/what-is-heartex-used-for)

- [View Label Studio pricing details and edition comparison](https://www.g2.com/products/label-studio/reviews?section=pricing&secure%5Bexpires_at%5D=2026-05-26+23%3A55%3A50+-0500&secure%5Bsession_id%5D=c81e7863-ca1a-4142-8d6b-1c377645e742&secure%5Btoken%5D=fb3190ba899e53f42b6b93efc97a04ca8c8c150476a6040b20ae6c6336e8bec1&format=llm_user)

## Label Studio Features
**Quality**
- Labeler Quality
- Task Quality
- Data Quality
- Human-in-the-Loop

**Automation**
- Machine Learning Pre-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 Label Studio Alternatives
  - [SuperAnnotate](https://www.g2.com/products/superannotate/reviews) - 4.9/5.0 (263 reviews)
  - [Prolific](https://www.g2.com/products/prolific/reviews) - 4.6/5.0 (202 reviews)
  - [Roboflow](https://www.g2.com/products/roboflow/reviews) - 4.7/5.0 (146 reviews)