Labelbox Pros and Cons: Top 5 Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users find Labelbox extremely easy to use, simplifying project management and enhancing productivity for data training. (9 mentions)

Users appreciate the easy and efficient data labeling process of Labelbox, enhancing workflow and model accuracy. (6 mentions)

Users value the efficiency of Labelbox, appreciating its smooth setup and seamless project management capabilities. (6 mentions)

Users appreciate the AI capabilities of Labelbox, simplifying data labeling and enhancing model accuracy effortlessly. (5 mentions)

Users find easy integrations in Labelbox beneficial, enabling a seamless setup and user-friendly experience for all. (5 mentions)

Users express frustration over the lack of features, citing limited task claims and minimal customization options. (3 mentions)

Users report slow performance when handling large datasets, impacting efficiency and user experience significantly. (3 mentions)

Users find Labelbox to have a difficult learning curve due to its complexity and slower processing with large data sets. (2 mentions)

Users find the high cost daunting, especially small scale users who may struggle with affordability despite great features. (2 mentions)

Users experience slow processing with Labelbox, leading to long waits for project initiation and completion. (2 mentions)

5 Pros or Advantages of Labelbox

1. Ease of Use

Users find Labelbox extremely easy to use, simplifying project management and enhancing productivity for data training.

See 9 mentions

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Staci T.

Mid-Market (51-1000 emp.)

4.5/5

"LLM Training at it’s finest!"

What do you like about Labelbox?

Labelbox is a great LLM Training Platform for both project managers and data trainers. Work through all phases of your project from planning to review

Karen C.

Enterprise (> 1000 emp.)

5.0/5

"Streamlined Workspace, Instant Access"

What do you like about Labelbox?

I love how easy Labelbox is to set up; it was super simple with no issues. I appreciate that everything is conveniently accessible right after signing

2. Data Labeling

Users appreciate the easy and efficient data labeling process of Labelbox, enhancing workflow and model accuracy.

See 6 mentions

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Usama J.

Small-Business (50 or fewer emp.)

5.0/5

"Efficient and user-friendly platform for AI training data labeling"

What do you like about Labelbox?

Labelbox provides a clean and intuitive interface for annotating images and datasets. It supports various data formats and offers customizable labelin

Ramu K.

Mid-Market (51-1000 emp.)

4.0/5

"Want to improve your data labeling for your ML models, Labelbox does for you."

What do you like about Labelbox?

It helps its users by providing an easy and fast data labeling process with a clean user interface without confusing the user. And it also helps its u

3. Efficiency

Users value the efficiency of Labelbox, appreciating its smooth setup and seamless project management capabilities.

See 6 mentions

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Staci T.

Mid-Market (51-1000 emp.)

4.5/5

"LLM Training at it’s finest!"

What do you like about Labelbox?

Labelbox is a great LLM Training Platform for both project managers and data trainers. Work through all phases of your project from planning to review

Karen C.

Enterprise (> 1000 emp.)

5.0/5

"Streamlined Workspace, Instant Access"

What do you like about Labelbox?

I love how easy Labelbox is to set up; it was super simple with no issues. I appreciate that everything is conveniently accessible right after signing

4. AI Capabilities

Users appreciate the AI capabilities of Labelbox, simplifying data labeling and enhancing model accuracy effortlessly.

See 5 mentions

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Usama J.

Small-Business (50 or fewer emp.)

5.0/5

"Efficient and user-friendly platform for AI training data labeling"

What do you like about Labelbox?

Labelbox provides a clean and intuitive interface for annotating images and datasets. It supports various data formats and offers customizable labelin

Tanuja S.

Small-Business (50 or fewer emp.)

0.0/5

"AI review"

What do you like about Labelbox?

Complex things solve very easily... Ai will answer every thing and given step by step things...

5. Easy Integrations

Users find easy integrations in Labelbox beneficial, enabling a seamless setup and user-friendly experience for all.

See 5 mentions

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Tanuja S.

Small-Business (50 or fewer emp.)

0.0/5

"AI review"

What do you like about Labelbox?

Complex things solve very easily... Ai will answer every thing and given step by step things...

Vasanth K.

Mid-Market (51-1000 emp.)

5.0/5

"Ai data labelbox review"

What do you like about Labelbox?

As of my experience labelbox user interface is very friendly for beginners and it supports multiple data types like text, video and audio.it is used f

5 Cons or Disadvantages of Labelbox

1. Lack of Features

Users express frustration over the lack of features, citing limited task claims and minimal customization options.

See 3 mentions

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Staci T.

Mid-Market (51-1000 emp.)

4.5/5

"LLM Training at it’s finest!"

What do you dislike about Labelbox?

The trainer can only claim 2 project tasks at a time, I would like to see it more in the lines of five. 2 just seems like nothing when there is not en

Karen C.

Enterprise (> 1000 emp.)

5.0/5

"Streamlined Workspace, Instant Access"

What do you dislike about Labelbox?

I don't like that there are projects available but no data rows for me to work on. This limits my ability to complete tasks within the platform.

2. Slow Performance

Users report slow performance when handling large datasets, impacting efficiency and user experience significantly.

See 3 mentions

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Ramu K.

Mid-Market (51-1000 emp.)

4.0/5

"Want to improve your data labeling for your ML models, Labelbox does for you."

What do you dislike about Labelbox?

If you are working on large data sets, you might feel it a bit slower as it takes time to process. And it's not beginner user-friendly, it requires a

Siva Kamal P.

Mid-Market (51-1000 emp.)

4.5/5

"Labelbox makes your labeling work finish simple and fast"

What do you dislike about Labelbox?

As it contains a lot of tools, a new user might find it hard working with Labelbox. As it contains a large amount of data, output visualization might

3. Difficult Learning

Users find Labelbox to have a difficult learning curve due to its complexity and slower processing with large data sets.

See 2 mentions

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Ramu K.

Mid-Market (51-1000 emp.)

4.0/5

"Want to improve your data labeling for your ML models, Labelbox does for you."

What do you dislike about Labelbox?

If you are working on large data sets, you might feel it a bit slower as it takes time to process. And it's not beginner user-friendly, it requires a

Siva Kamal P.

Mid-Market (51-1000 emp.)

4.5/5

"Labelbox makes your labeling work finish simple and fast"

What do you dislike about Labelbox?

As it contains a lot of tools, a new user might find it hard working with Labelbox. As it contains a large amount of data, output visualization might

4. Expensive

Users find the high cost daunting, especially small scale users who may struggle with affordability despite great features.

See 2 mentions

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Sai Kiran U.

Mid-Market (51-1000 emp.)

3.5/5

"AI Data Labeling platform"

What do you dislike about Labelbox?

Cost is high and there is no offline support, which will make users to accommodate early beginners with ease of cost

Rohith S.

Small-Business (50 or fewer emp.)

4.5/5

"How Lablebox presented activite learning tool transformed my machine learning efficiency"

What do you dislike about Labelbox?

For small scale user's they might worried about the price, but they'll definately get compromised by it's amaizing features.

5. Slow Processing

Users experience slow processing with Labelbox, leading to long waits for project initiation and completion.

See 2 mentions

See Related User Reviews

Vasanth K.

Mid-Market (51-1000 emp.)

5.0/5

"Ai data labelbox review"

What do you dislike about Labelbox?

It provide less offline capabilities and processing speed is slow when iam compaing to other platforms

Jack M.

Enterprise (> 1000 emp.)

2.5/5

"Currently Waiting For A Project"

What do you dislike about Labelbox?

I do not like how long it is to await my first project. I signed my contract with Labelbox two months ago and I have not received a single project yet

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Subhra G.

Small-Business (50 or fewer emp.)

2/23/2023

"One of the sorted tools, I have ever worked on."

5/5

What do you like best about Labelbox?

Categorization of the categories as well as the data of the agents. We can quickly check an agent's time completing one label and the total labels per agent/team. Also, we can check how many tasks are assigned to an agent. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

If there can be a comment box, it will be of great help as sometimes agents feel there is something important that needs to be mentioned in the comment section so that QA's can read it without any confusion. Review collected by and hosted on G2.com.

Piotr N.

Small-Business (50 or fewer emp.)

2/27/2023

"More or less I just enjoy using Labelbox. There are no major mistakes, HUD is beginner-friendly."

4.5/5

What do you like best about Labelbox?

As I wrote earlier, HUD is charmingly easy to use. Also, there are tools to make everything clear like switches to turn off frames, light/dark modes, light manipulation, and easy photo repositioning. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

The only thing that I dislike the most is often data migration. Maybe it is not a serious threat, but for me, it is disturbing a lot because it kicks me off my own work tempo. That is the only issue I have right now. Review collected by and hosted on G2.com.

Manju S.

Data Labeling Specialist

Enterprise (> 1000 emp.)

4/19/2022

"It's easy to use"

3/5

What do you like best about Labelbox?

It's user-friendly and has options to put guidelines right in front of the task. The Labelbox team is also open to feedback. Airbnb has sent several feedbacks to change the user interface, and they have been implemented. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

It has a few seconds of buffer time between tasks and it's very colorless. Also, the time taken for implementation was very long. The team almost took 6 months. Review collected by and hosted on G2.com.

Recommendations to others considering Labelbox:

Make it a little faster like Amazon Sagemaker. And remove the buffer time between tasks. Review collected by and hosted on G2.com.

What problems is Labelbox solving and how is that benefiting you?

We at Airbnb are training the bots to reply to the user accurately to save customer support workload and time. It will be helpful in training the bot. Review collected by and hosted on G2.com.

Response from Monica Tison of Labelbox

edit

Hi Manju - Thank you for your feedback! Over the past month, we've been making changes to our infrastructure to improve performance for our customers. We've been working closely with leaders from your team and others to ensure that we're meeting expectations and providing an exceptional experience for all users.

We encourage you to work with our Support Team on any issues you encounter while using the platform so that we can collaborate on a resolution.

We hope you see the benefits of the improvements we're making, and that you'll come back and share an update here soon!

Michael Y.

Staff Data Scientist

Mid-Market (51-1000 emp.)

2/24/2023

"Very handy tool that visibly changes for the better"

5/5

What do you like best about Labelbox?

Labelbox has a straightforward interface for labeling project designers and labelers alike. There is a learning curve, but help was always available, and I was sure that issues would be resolved. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

Change is the only constant. The look and feel changed from under me a few times, but nothing critical. In some cases, not all uses of Labelbox were documented, but the support team was able to help quickly. Review collected by and hosted on G2.com.

Himanshu B.

Mid-Market (51-1000 emp.)

3/3/2023

"Very easy to use"

5/5

What do you like best about Labelbox?

The best thing is that it comprises a dashboard with charts and lets you know how much time is spent on particular listings. Very user-friendly labelbox and easy to use for beginners. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

I wouldn't say I like it does not give customization options. If I am bored with this white background, I should have the option to change it. Review collected by and hosted on G2.com.

Leo B.

Data scientist

Enterprise (> 1000 emp.)

9/28/2022

"An annotation tool with great ergonomy"

5/5

What do you like best about Labelbox?

I like the shortcuts of the annotation tool. They are very ergonomic and the mechanisms are designed for the practitioner. The Python API allows any developer to integrate labelbox in their pipelines. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

I don't like the fact that it cannot really handle multichannel images, that are rarely seen in normal computer vision but are ubiquitous in scientific imaging. Also, the searching engine is a bit buggy. Last, the focus on the unique id for the datarow is not what I want when I know my data by their file name, I have to write the name on the image if I want to look up one... Review collected by and hosted on G2.com.

Kelly H.

Annotator

Mid-Market (51-1000 emp.)

6/23/2022

"User Friendly App to make Annotation Easier"

5/5

What do you like best about Labelbox?

Lablebox makes my job easier as I look images by setting me up with success. Any update that comes out, is easy to adjust to as well. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

Most of the time, there is not one thing I dislike. Just every so often the program can run slower. It may during updates, or what have you. When there has been a problem, the Lablebox crew was on it fast to fix the problem. Review collected by and hosted on G2.com.

Christopher B S.

Undergraduate Researcher

Small-Business (50 or fewer emp.)

9/27/2022

"Perfectly streamlined for what it is."

4.5/5

What do you like best about Labelbox?

There isn't a lot to it. You just login, submit your labels, and close the website. It's minimal interaction, which is how data labeling should be -- keeping the janitorial work as quick as possible. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

The group aspect of it could be a bit more transparent. For example, my colleague and I were labeling sunflower images, and I wasn't sure if I was already labeling what he did. However, the current implementation is very smooth. Review collected by and hosted on G2.com.

Munene T.

CEO, Founder Bidvestt Data Tech

Small-Business (50 or fewer emp.)

9/26/2022

"This is the best tool I have ever used as a data annotator"

5/5

What do you like best about Labelbox?

The tool is easy to use, and it integrates many functions together. I like the auto annotations part, it makes final annotation easier and accurate Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

It is not easy to know from where to subscribe as a new client. Review collected by and hosted on G2.com.

Verified User in Information Technology and Services

Enterprise (> 1000 emp.)

9/26/2022

"Good product to get your asset Labeled"

4.5/5

What do you like best about Labelbox?

Better UI and SDK Support. Their GraphQL support also works well. Their ability to send events based on labeling. Cataloging data thru blob storage integration. Review collected by and hosted on G2.com.

What do you dislike about Labelbox?

Still need to do some straightforward processes after the asset is labeled. Need some clear tools which setting up labeling ontology. Need some performance improvement on the python SDK for uploading asset. Review collected by and hosted on G2.com.