--- title: Lightly Reviews meta_title: 'Lightly Reviews 2026: Details, Pricing, & Features | G2' meta_description: Filter 14 reviews by the users' company size, role or industry to find out how Lightly works for a business like yours. aggregate_rating: rating_value: 4.4 review_count: 14 scale: '5' date_modified: '2026-11-11' parent_category: name: Artificial Intelligence url: https://www.g2.com/categories/artificial-intelligence ---

Lightly Reviews & Product Details

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Lightly Reviews (14)

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Lightly Reviews (14)

4.4
14 reviews

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Ramu K.
RK
Ramu K.
Trainee decision scientist lll
Mid-Market (51-1000 emp.)
"It helps you to train AI with more effectively and efficiently"
4.5/5
What do you like best about Lightly?

It's is very useful in identifying the exact data labeling that is used for a better AI model training purpose. It helps in extracting unnecessarily data that messes up our training module. This can inturn helps in a quick and effective output. And it's user interface is simple and easy to use for every developer. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

If the AI model is trained by unfiltered data labeling, the output might be not as expected. So the data has to be thoroughly verified before proceeding. Review collected by and hosted on G2.com.

Rohith S.
RS
Rohith S.
Associate Engineer
Mid-Market (51-1000 emp.)
Originally submitted 3/2/2025
""Helps you choose the best data""
4.5/5
What do you like best about Lightly?

It helps us by choosing a good data for AI, a good data always helps AI in learning faster and better way. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

People who are new to it may find difficulty in working as they might not pick good data. it needs experience to get good data, otherwise model will not work well. Review collected by and hosted on G2.com.

Harika S.
HS
Harika S.
Intern
Mid-Market (51-1000 emp.)
"Data labelling and annotation using ml"
3.5/5
What do you like best about Lightly?

It gives fast response and limits battery and storage and gives easy accessing and it also reduces the cost because no need to use cloud for data storing. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

Sometime times it doesn't give accurate answer and it only offers image recognition or nutral language Processing and also limited adaptability. Review collected by and hosted on G2.com.

Matt H.
MH
Matt H.
Business Analyst
Consulting
Small-Business (50 or fewer emp.)
"Efficient and User-Friendly Data Labeling Tool"
4/5
What do you like best about Lightly?

Lightly's data labeling application is intuitive and you don't have to be an expert at coding due to the reusable examples. The active learning and pre-labeling tools are especially useful, and the integration with machine learning frameworks streamlines the entire workflow from labeling to model training. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

The advanced features can have a bit of a learning curve. More video examples, such as GIFs, in the tutorial docs would help new users get up to speed faster. Review collected by and hosted on G2.com.

Verified User in Education Management
UE
Verified User in Education Management
Mid-Market (51-1000 emp.)
"Single fit solution to all our ML pipelines"
4.5/5
What do you like best about Lightly?

Automating data curation and selecting the most reasonable data for labeling is a significant time-saver, and it can also handle large datasets with ease, processing millions of images or thousands of videos daily swiftly- this feature is loved by my team. It is so easy to incorporate into our workflow. Implementation was super easy as our team was easily able to set it up in just a week, with full support from the Lightly team. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

While comprehensive, I feel documentation could be more detailed for complex use cases, and the platform UI could be more intuitive and visually appealing. I guess for smaller teams or startups, the pricing may be a bit steep; more flexible pricing options could be beneficial. Review collected by and hosted on G2.com.

Mohammad M.
MM
Mohammad M.
Advanced AI trainer
Enterprise (> 1000 emp.)
"I Have a great experience with Lightly for Training AI in my organization"
5/5
What do you like best about Lightly?

I find it helpful. I am learning about this but still I can say that it is really helping me do my job Review collected by and hosted on G2.com.

What do you dislike about Lightly?

I didn't dislike anything about it... I can say that as I am in the learning phase of it still it is helping me Review collected by and hosted on G2.com.

AM
Antonio M.
Chief Sales Officer
Government Administration
Mid-Market (51-1000 emp.)
"Revise quicker on the model creation"
4/5
What do you like best about Lightly?

I have found that Lightly’s active learning features have been useful for my team. We are now in a position to pinpoint the best features to use when labeling, and hence minimize the amount of data used to train the models. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

Lightly does not perfectly synchronize with all our other tools. Deploying transfer of data from Lightly to the labeling platform sometimes involves multiple steps meaning that mistakes can be made. Review collected by and hosted on G2.com.

NG
Nguyen G.
Project Manager
Transportation/Trucking/Railroad
Small-Business (50 or fewer emp.)
"Easy to set up labeling tasks and monitor progress"
4/5
What do you like best about Lightly?

Lightly’s AL is great in determining which data points are worth labeling to feed my machine learning models, and with less time and effort. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

Some of the labeling tools that lightly provides are also rather rigid by themselves. When it comes to more intricate datasets where the data points are differentiated fine, the current ways of labeling seem restricted. Review collected by and hosted on G2.com.

AT
Alessandro T.
Systems Analyst
Health, Wellness and Fitness
Mid-Market (51-1000 emp.)
"Quality Approach for Effective Learning"
4.5/5
What do you like best about Lightly?

Lightly is an effective solution that makes machine learning suitable and easy. Lightly has integrated advanced filtering features, and this helps remove redundancies. The performance monitoring process is accurately enhanced. Review collected by and hosted on G2.com.

What do you dislike about Lightly?

Lightly has sustainable option for data management, and this has nothing challenging. Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Verified User in Computer Software
Enterprise (> 1000 emp.)
"Best data selection tool for your ML Model"
5/5
What do you like best about Lightly?

The best thing is the ease of doing things using Ligtly and I like how fast it processes the data like thousands of images in few hours as compared to other tools that takes days to process such huge amount of data Review collected by and hosted on G2.com.

What do you dislike about Lightly?

sometimes data redundancy is not removed Review collected by and hosted on G2.com.

Pricing

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