---
title: Roboflow Reviews
meta_title: 'Roboflow Reviews 2026: Details, Pricing, & Features | G2'
meta_description: Filter 154 reviews by the users' company size, role or industry
  to find out how Roboflow works for a business like yours.
aggregate_rating:
  rating_value: 4.7
  review_count: 154
  scale: '5'
date_modified: '2026-07-17'
parent_category:
  name: Deep Learning
  url: https://www.g2.com/categories/deep-learning
---

# Roboflow Reviews
**Vendor:** Roboflow  
**Category:** [Image Recognition Software](https://www.g2.com/categories/image-recognition)  
**Average Rating:** 4.7/5.0  
**Total Reviews:** 154
## About Roboflow
Roboflow has everything you need to build and deploy computer vision applications. Over 1,000,000 users from businesses of every size — from startups to public companies — use the company's end-to-end platform for image and video collection, organization, annotation, preprocessing, model training, and deployment. Roboflow provides tools for each step in the computer vision deployment lifecycle and integrates with your existing solutions so you can tailor your pipeline to meet your needs.



## Roboflow Pros & Cons
**What users like:**

- Users appreciate the **ease of use** in Roboflow, simplifying dataset preparation and enhancing collaboration for computer vision projects. (69 reviews)
- Users appreciate the **efficiency of Roboflow** , allowing streamlined dataset management and saving valuable time on data preparation. (56 reviews)
- Users love the **efficient annotation process** in Roboflow, streamlining dataset management and enhancing overall productivity. (51 reviews)
- Users appreciate the **sophisticated data labeling** capabilities of Roboflow, streamlining the computer vision development workflow effectively. (41 reviews)
- Users praise Roboflow for its **intuitive end-to-end pipeline** , significantly enhancing their computer vision research workflows. (37 reviews)
- Users appreciate the **efficient dataset management** of Roboflow, streamlining the process of preparing and deploying models. (34 reviews)
- Users value the **easy-to-use data labeling tools** in Roboflow, making machine learning accessible for beginners. (29 reviews)
- User Interface (28 reviews)
- Users find Roboflow's **outstanding customer support** invaluable, with quick responses and proactive assistance from the engineering team. (24 reviews)
- Workflow Efficiency (20 reviews)

**What users dislike:**

- Users find Roboflow **expensive** , as key features require paid plans, limiting access for students and beginners. (24 reviews)
- Users express concern over the **lack of features** in Roboflow, particularly with advanced customization and access limitations. (23 reviews)
- Users find **limited functionality** in advanced features and customization options, which may hinder their experience. (20 reviews)
- Users note the **annotation issues** in Roboflow, as multi-attribute support and precision could be improved. (16 reviews)
- Users find the **inefficient labeling process** in Roboflow frustrating due to the need for extensive manual review and correction. (13 reviews)
- Users face **data limitations** with file size and private repositories, impacting their overall experience with Roboflow. (12 reviews)
- Users find **limited customization** in dataset handling and face challenges with frequency and account management. (9 reviews)
- Upload Issues (8 reviews)
- Lack of Resources (7 reviews)
- Inaccurate Recognition (6 reviews)

## Roboflow Reviews
  ### 1. One of the platforms that I liked the most

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jo Ann  P. | Socio gerente, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

It is very versatile and easy to use. The interface is fairly simple, annotations are usually accurate and when manual are easy to make or edit. It is quite fluid. It is one of the best I have used

**What do you dislike about Roboflow?**

So far I haven't found anything I don't like about the platform.

**What problems is Roboflow solving and how is that benefiting you?**

So far I have been using roboflow as a data annotator. It has made my annotation work easier because of its accurate object recognition.

  ### 2. Project Manager-Managing projects with Roboflow, from polygon to bounding box to using AI annotation

**Rating:** 5.0/5.0 stars

**Reviewed by:** Brian  M. | Senior Project Manager, Information Technology and Services, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 14, 2025

**What do you like best about Roboflow?**

As a project Manager, it was easy for collaborating as some of the annotators were outsourced and working at different times, easy to share comments and correcting annotation didn't require to much following up. Easy for remote teams

**What do you dislike about Roboflow?**

Requires Good Computers capable of handling annotations, small or Old computers Might run slow

**What problems is Roboflow solving and how is that benefiting you?**

Easy to manage annotation teams, Quality output and Quantity output, Most clients need reliable and best teams, but managing the team is the trick, Roboflow makes that easy

  ### 3. Effortless Dataset Upload and Training Experience

**Rating:** 4.0/5.0 stars

**Reviewed by:** Verified User in Hospital & Health Care | Small-Business (50 or fewer emp.)

**Reviewed Date:** November 07, 2025

**What do you like best about Roboflow?**

It was very easy to upload a dataset and train with the click of a few buttons.

**What do you dislike about Roboflow?**

The documentation was not always clear about how to get certain things done. For example, the difference between null images and unannotated images caused some confusion for us.

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow made it very easy for our research lab to curate our own dataset, and then upload it to the platform and train a model. It was a very smooth experience.

  ### 4. Roboflow is a great platform for managing you Object Detection labeling project.

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Great UI and a very good support team that has a great response time and is fun to work with. My team likes the platform. Value for money, Roboflow is a clear winner. The platform is easy to use.

**What do you dislike about Roboflow?**

Depending on your license options, the lower tier does not have a team review process, which limits its usage. Higher license levels include a team review process and other great features, such as labeling services. But this feature is needed in my opinion. Training for an on-prem system has limited value, and some more advanced features, such as quantization, are missing.

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow help us store and label our data.

  ### 5. User-Friendly Annotation Tools, Minor Issues Encountered

**Rating:** 4.0/5.0 stars

**Reviewed by:** Steve S. | Conservation Science Director, Small-Business (50 or fewer emp.)

**Reviewed Date:** October 28, 2025

**What do you like best about Roboflow?**

The annotation tools are straightforward and easy to use.

**What do you dislike about Roboflow?**

We ran into a few issues with batch uploads, file size limitations (20 MB), etc., but generally found that the Roboflow team was able to help us with most issues we encountered.

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow is helping us annotate large batches of images with easy to manage workflows (e.g., annotation, review, add to dataset) across multiple users and workstations.  We are primarily working on wildlife (raptor) image recognition and band detection within imagery.

  ### 6. Creating image dataset for model.training

**Rating:** 4.0/5.0 stars

**Reviewed by:** Pablo B. | AI data engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

It is a very straight forward, It save you for a lot of the hassle of setting up the parameters for model training. Your team can work on the same project easily.

**What do you dislike about Roboflow?**

It is quite expensive to train the models.

**What problems is Roboflow solving and how is that benefiting you?**

It allows me to handle the dataset, create different versions and have them all tracked. Everyone in the team can access to the dataset an the models very easy.

  ### 7. I recommend this product all the time.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kristen K. | Founder, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 05, 2025

**What do you like best about Roboflow?**

The UI and customer service are incredible.  I found Roboflow when searching for better options for annotation. The annotation is fast, easy, and incredibly intuitive. I didn't know end-to-end tools for computer vision existed when I first found this 3 years ago, and now they have support for YOLOv11, YOLOv12, YOLO-NAS, RF-DETR, and their own model Roboflow 3.0, and again, the UI to go through and train these models on your own custom dataset is just so beautifully done. They also have the evaluation metrics right within the platform, so it's super easy to augment, annotate, train a model and deploy. This tool can create huge efficiencies for companies building CV models, and if there was ever anyone interested in trying their hand at CV for the first time I would point them here.

**What do you dislike about Roboflow?**

My feedback on the box prompting feature might be out of date, because the last time I used this feature was a year ago.  For my use case, I was only looking to detect school busses on the images, and there would only be one bus per image.  At the time, I'm not sure it was saving me time to use this feature. I could see this saving more time if you were looking to detect more objects, but I'm still annotating manually.  However, I do want to be clear that this is the best software with an annotation feature that I've found.

**What problems is Roboflow solving and how is that benefiting you?**

I had thousands of images to augment and annotate, and I wouldn't want to use any other tool to do that.

  ### 8. Great platform for making functional production ready ML models.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Tobias S. | Computer vision engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Roboflow makes organizing and managing multiple dataset versions across several market standard formats easy.
Great dev team that brings meaningful features quickly.

**What do you dislike about Roboflow?**

Handling cases of very large coco-datasets are still a little troublesome, but the dev team helped me find a work-around.

**What problems is Roboflow solving and how is that benefiting you?**

Without platforms like roboflow, converting datasets between the different formats are very difficult where as with roboflow it is just a drop down menu.

  ### 9. Creating datasets for open-source robotic vision solutions

**Rating:** 5.0/5.0 stars

**Reviewed by:** Luka . | Young researcher, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 10, 2025

**What do you like best about Roboflow?**

Roboflow is easy to use, simple to prototype new dataset versions, and also the variety of exporting a dataset is exceptional. The most useful tool is SAM2 used for fast segmentation process.

**What do you dislike about Roboflow?**

The work in a team with more annotators working on a dataset can be a mess.

**What problems is Roboflow solving and how is that benefiting you?**

Deep learning based solutions for object detection and instance segmentation for QA of products.

  ### 10. Clean UI and the Annotator tool is easy to work with except Roboflow Universe

**Rating:** 4.5/5.0 stars

**Reviewed by:** Taherali P. | Process Analyst, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 15, 2025

**What do you like best about Roboflow?**

It's extremely easy to start annotating the images with. The features like use one annotation on the next image is very handy.

**What do you dislike about Roboflow?**

The Dataset or project view of the Roboflow universe could be a lot better. I see there are tons of projects, but it would be better to have separate models and datasets.

**What problems is Roboflow solving and how is that benefiting you?**

I used it to annotate images of bottles and it was much quicker than other tools like lableimg and label box.

  ### 11. Great for Robotics Computer Vision

**Rating:** 4.5/5.0 stars

**Reviewed by:** Daniel C. | Tech Lead, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Very well organized product that makes it easy to train, evalulate, and deploy CV models. I appreciate the ability to run locally or on the cloud. My company defaults to roboflow for new CV models as nearly anyone can train a model

**What do you dislike about Roboflow?**

It can still be time consuming to make a good model (though this is more the nature of the problem than this product), and it's expensive. I also found the VLM features to be hard to use for our use case.

**What problems is Roboflow solving and how is that benefiting you?**

Various vision problems in robotics (classifying objects in scenes, counting objects, reading screens)

  ### 12. Effortless Dataset Management and Time Savings with Roboflow

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** December 08, 2025

**What do you like best about Roboflow?**

Roboflow makes dataset management incredibly easy: uploading, annotating, versioning, and exporting are all streamlined in one place, which saves a lot of time and reduces errors.

**What do you dislike about Roboflow?**

The annotation interface is very good, but managing annotated and unannotated data could be smoother, as it currently requires manual folder organisation.

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow is addressing the challenge of efficient dataset annotation, especially for instance segmentation. Its automated labelling tools reduce the amount of manual work required and make it much easier to prepare high quality data for training models.

  ### 13. Effortless Data Annotation with an Intuitive Interface

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** November 14, 2025

**What do you like best about Roboflow?**

The interface is super easy to use and it makes data annotation a breeze! I've used it as part of my graduate research and plan to continue!

**What do you dislike about Roboflow?**

Their free tier does not let you keep your dataset private. You will need to purchase a paid plan for that

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow primarily helps me with data annotation and makes that easy

  ### 14. It is great experience using roboflow as an academic

**Rating:** 4.5/5.0 stars

**Reviewed by:** Messai O. | Academic researcher, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 08, 2025

**What do you like best about Roboflow?**

Free dataset, Quick models evaluation, and ready to use APIs

**What do you dislike about Roboflow?**

High cost of the subscribtion, API rate limit is low and not encouraging to be deployed in Enterprise/Commercial app.

**What problems is Roboflow solving and how is that benefiting you?**

Helpmed solve labeling problem with ability to auto label tools. The models evaluation was also helpful to have a quick performance test.

  ### 15. Labeling process

**Rating:** 4.5/5.0 stars

**Reviewed by:** María Roberta D. | Data Scientist, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

The labeling process is faster with the new tools of predicting objects!
For boxes even better

**What do you dislike about Roboflow?**

The auto marker for polygons do not work as well as for bboxes , specially if there are 2 objects close

**What problems is Roboflow solving and how is that benefiting you?**

The labeling proces with the helper ( magic labeling) makes all the process faster

  ### 16. It's easy to use and makes the model development process simple.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Andrew G. | Software Dev, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 29, 2025

**What do you like best about Roboflow?**

I like the annotation step tools.  They make it easy to mark up photos for even precise subjects.

**What do you dislike about Roboflow?**

Sometimes api issues when working with their serverless hosting.

**What problems is Roboflow solving and how is that benefiting you?**

Building datasets and trained models.  Its a good platform to build a library of photos that you can use and share across projects easily.

  ### 17. Roboflow is a great tool for leveraging open source datasets and also creating your own.

**Rating:** 4.0/5.0 stars

**Reviewed by:** Riley B. | AI Principal Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 28, 2025

**What do you like best about Roboflow?**

Easy to use annotation tools and UI that enable you to quickly annotate an entire dataset. Cheap enough to also private your data and have enough features to make an annotation pipeline within a team.

**What do you dislike about Roboflow?**

Pricey to use role features that make annotating within a team much more streamlined.

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow solves the problem of datasets that are easily accessible whilst also being able to easily be converted to the format you require. Also solves the problem of creating your own annotation tools to use in house.

  ### 18. Great way to fine tune models with your data

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jose Eduardo E. | PhD, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

The UI is really interactive, and they have many resources to learn fast how to use all the capabilities. It is also well updated with the latest open source models.

A really nice thing is that they offer research/education plans.

**What do you dislike about Roboflow?**

Nothing remarkable, my experience has been great.

**What problems is Roboflow solving and how is that benefiting you?**

It allows me to train and deploy vision models in a fast ans easy way. Also allows me to store the information in their cloud storage, so I can access it from anywhere.

  ### 19. Variety of Options and a Truly Helpful App

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Small-Business (50 or fewer emp.)

**Reviewed Date:** March 25, 2026

**What do you like best about Roboflow?**

Variety in options and so helpful application

**What do you dislike about Roboflow?**

It dismiss more clarification for the options

**What problems is Roboflow solving and how is that benefiting you?**

Automatic pre processing

  ### 20. Best Platform to Get your data labelled and preprocessed.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Deepak M. | Sr. Machine Learning Engineer, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

One platform that encompasses labelling including human review, data prep, preprocessing, feature engineering and data training.

**What do you dislike about Roboflow?**

Agentic ai, but i heard they are building on it.

**What problems is Roboflow solving and how is that benefiting you?**

Labelling data and quick POC on labelled data using different state of the art algorithms.

  ### 21. Easy and Fast computer vision projects development

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

What I like the best is the possibility to edit and view in a comfortable dashboard all my samples, ever the option of analytics about our data is amazing.

**What do you dislike about Roboflow?**

I do not have something that I dislike from Roboflow but it would be great the capability to apply filters and transform certain images from the dataset.

**What problems is Roboflow solving and how is that benefiting you?**

The main problem it is resolving is the ability to store and generate version computer vision datatsets very fast and easy.

  ### 22. Simply best for image annotation...

**Rating:** 5.0/5.0 stars

**Reviewed by:** Murat T. | Automation and Proses Improvement Director, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 08, 2025

**What do you like best about Roboflow?**

Working on datasets and images is very easy and user friendly

**What do you dislike about Roboflow?**

There must be some models for segmentation projects...

**What problems is Roboflow solving and how is that benefiting you?**

Labeling large numbers of images is fast and effective. Also models and in-training features are satisfying

  ### 23. Great service!

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** August 26, 2025

**What do you like best about Roboflow?**

- Very easy to use
- Support team is normally pretty responsive
- Has most of the standard state of the art models
- Serving models is very easy, the HTTP endpoint is very straightforward

**What do you dislike about Roboflow?**

- They were slow to resolve issues with GPU scaling for me
- Dataset curation and visualization can be difficult
- The python API is a little limited to view and manipulate datasets

**What problems is Roboflow solving and how is that benefiting you?**

CV model training and serving

  ### 24. Game Changer

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Logistics and Supply Chain | Enterprise (> 1000 emp.)

**Reviewed Date:** August 06, 2025

**What do you like best about Roboflow?**

Before adopting Roboflow, over 90% of our CV engineers’ time was spent on low-leverage tasks like model training, experiment tracking, and MLOps overhead leaving just 10% for deployment and optimization. Today, that ratio has flipped. Roboflow Workflows has been a force multiplier, cutting deployment and integration timelines by 4–5x. This shift has fundamentally changed our development model, allowing cross-functional teams, including non-technical SMEs, to build and iterate on high-ROI CV solutions with no hype, minimal friction, and rapid time to value.

**What do you dislike about Roboflow?**

The single largest cost of being a roboflow user is model deployments, which has a significant impact on scalability leaving some solutions cost-prohibitive.

**What problems is Roboflow solving and how is that benefiting you?**

Enterprises with extensive physical infrastructure and field operations have many opportunities for automating visual tasks/CV solutions.

  ### 25. Best tool for the entire pipeline from image labelling to deploying image-recognition applications.

**Rating:** 5.0/5.0 stars

**Reviewed by:** Kat G. | Data Reporting Engineer (Contractor via Oakleaf), Mid-Market (51-1000 emp.)

**Reviewed Date:** September 18, 2025

**What do you like best about Roboflow?**

Easy to use, easy to implement, great experience with the Support engineers, especially Dave Rosenberg and Pawel Peczek = highly skilled, quick return on questions.

**What do you dislike about Roboflow?**

I have no complains about Roboflow, I love using it.

**What problems is Roboflow solving and how is that benefiting you?**

Simplifies the image labelling process for segmentation or classification tasks. It has helped me for the Vehicle classification project I have been working on at Transurban.

  ### 26. Great Productivity Boost

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

The automatic labeling really speeds up productivity and workflows. The system is robust and always has the latest platform and technology.

**What do you dislike about Roboflow?**

Occasionally, the system will glitch and I have issues downloading the dataset. It doesn’t happen often but is frustrating when it does.

**What problems is Roboflow solving and how is that benefiting you?**

Houses our dataset and helps with the labeling process. Options when preprocessing and creating dataset for training are a great help.

  ### 27. totaly its good

**Rating:** 5.0/5.0 stars

**Reviewed by:** marwa e. | teaching asistant, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 20, 2025

**What do you like best about Roboflow?**

timing running code 
building models 
results graphs

**What do you dislike about Roboflow?**

limitation in use 
limitation in results

**What problems is Roboflow solving and how is that benefiting you?**

building machine learning models

  ### 28. Very very easy and convenient tool for labeling and oncloud model training

**Rating:** 5.0/5.0 stars

**Reviewed by:** Santhi D. | Student, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Simplicity and easy to use. Very clean interface

**What do you dislike about Roboflow?**

Nothing to dislike so far.. about roboflow

**What problems is Roboflow solving and how is that benefiting you?**

Images labeling and model training

  ### 29. Best Annotation Solution Available

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Media Production | Mid-Market (51-1000 emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Roboflow's annotation tool makes annotating many images very easy. The ability to export the anotated data in various formats makes training different types of models painless.

**What do you dislike about Roboflow?**

The only downside is the number of annotated images you can store at a time.

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow helped us annotate our data efficiently with multiple users having access to the same data.

  ### 30. Roboflow is a great service for computer vision

**Rating:** 5.0/5.0 stars

**Reviewed by:** Tom B. | Founder, Small-Business (50 or fewer emp.)

**Reviewed Date:** June 04, 2025

**What do you like best about Roboflow?**

The best way to train and run vision models using the latest technology without being an expert in every detail.

**What do you dislike about Roboflow?**

Cost may seem higher than say training with google colab or running inference directly with python, but the benefits of doing it correctly without needed to hire an expert are well worth it.

**What problems is Roboflow solving and how is that benefiting you?**

We use Roboflow to train object detection models.

  ### 31. Best nocode platform for computer vision usecase

**Rating:** 5.0/5.0 stars

**Reviewed by:** Rishav D. | ML scientist, Mid-Market (51-1000 emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

I like the overall workflow from adding dataset to annotation then training multiple models and the tracking the performance on a validation set, everything a data scientist needs is being covered.

**What do you dislike about Roboflow?**

I think long back I faced issue while exporting dataset in different formats.

**What problems is Roboflow solving and how is that benefiting you?**

My whole computer vision worksflow is handled by roboflow.

  ### 32. Powerful Automation Tool That Delivers Results

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** November 28, 2025

**What do you like best about Roboflow?**

This is a great tool that has proven to be extremely powerful for meeting our automation needs.

**What do you dislike about Roboflow?**

There is a bit of a learning curve at first, but once you get started, everything becomes much easier.

**What problems is Roboflow solving and how is that benefiting you?**

This tool addresses the challenges of object identification and pairing.

  ### 33. Great software and very supportive team

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** September 04, 2025

**What do you like best about Roboflow?**

The team at Roboflow are extremely attentive and we have really enjoyed working with them to build our ideal product! The technology is moving fast and we love every new feature.

**What do you dislike about Roboflow?**

The only downside is when we scale up to higher demand we feel like it’s harder for small business with low income to compete with the prices.

**What problems is Roboflow solving and how is that benefiting you?**

It helps us easily data label which is a tedious job but saves us loads of time with their super simple UI also the walk through are very helpful!

  ### 34. Truly industrial enterprise ready

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** August 05, 2025

**What do you like best about Roboflow?**

Have used, including integration attempts, many "leading" AI ecosystem services that claimed to be ready for enterprise and sadly disappointed.   Roboflow is the standout exception.

**What do you dislike about Roboflow?**

field staff in non-US countries could be advantageous

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow is solving robotics & other edge compute automation problems using a wide variety of computer vision AI technology.  For us, there are benefits to autonomous vehicle and factory automation problems.

  ### 35. It was way better than expected cuz we can create bounding boxes easily so it was perfect to use

**Rating:** 4.5/5.0 stars

**Reviewed by:** TYETB079_ROMIT J. | APS ENGINEER, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

It was way better than expected cuz we can create bounding boxes easily so it was perfect to use it and I would recommend everyone to use it

**What do you dislike about Roboflow?**

Not any such as far as I remember everything was good

**What problems is Roboflow solving and how is that benefiting you?**

I wanted to create bounding boxes for my drone dataset

  ### 36. Easy to use

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Information Technology and Services | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 08, 2025

**What do you like best about Roboflow?**

Interface is very easy to use compared to other annotation tools. All the features on their platform are very useful. Also interface is very intuitive.

**What do you dislike about Roboflow?**

Their Python SDK lacks documentation and dont have a lot of features there.

**What problems is Roboflow solving and how is that benefiting you?**

Computer Vision related all sorts of problems.

  ### 37. Outstanding Open Source CV Models Set Roboflow Apartnic

**Rating:** 4.5/5.0 stars

**Reviewed by:** Verified User in Automotive | Mid-Market (51-1000 emp.)

**Reviewed Date:** November 21, 2025

**What do you like best about Roboflow?**

The sota Open source CV Models they share. Unlike Ultralyrics

**What do you dislike about Roboflow?**

Have Not used the labeling capabilities from roboflow because I did Not know they exsist.

**What problems is Roboflow solving and how is that benefiting you?**

Real Time Detection using Vision transformers
Real world Datasets to evaluate ML algorithms

  ### 38. Easy to annotate for different type of labellings

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Electrical/Electronic Manufacturing | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 07, 2025

**What do you like best about Roboflow?**

I use Roboflow to augment my images. I use it also for annotations. Automatic labelling feature is really good.

**What do you dislike about Roboflow?**

I don't have any bad idea for Roboflow. I like to use it.

**What problems is Roboflow solving and how is that benefiting you?**

It solves my augmentation problem.

  ### 39. Out of the box ML

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Mining & Metals | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Easy to get going, easy to scale, easy to keep up with innovations

**What do you dislike about Roboflow?**

Can't use SAM with segment all prompt on hosted environment.  Can't run custom python in workflows.

**What problems is Roboflow solving and how is that benefiting you?**

We use it to support our ML consulting projects

  ### 40. Very good platform

**Rating:** 5.0/5.0 stars

**Reviewed by:** Carolina  T. | Ingeniera de procesos Junior, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Roboflow is a very easy to use, convenient, and interactive platform. I used it for about a year, and I didn't encounter any complications with it.

**What do you dislike about Roboflow?**

I don't have many problems with the platform, I am quite satisfied.

**What problems is Roboflow solving and how is that benefiting you?**

I have no comments

  ### 41. A+ dev experience

**Rating:** 5.0/5.0 stars

**Reviewed by:** George K. | founder, Small-Business (50 or fewer emp.)

**Reviewed Date:** September 08, 2025

**What do you like best about Roboflow?**

great dev experience and docs
was easy to get started for us and to adjust to our specific workflow (mobile CV-driven QA)

**What do you dislike about Roboflow?**

none at this time 
was a comprehensive platform

**What problems is Roboflow solving and how is that benefiting you?**

mobile QA / CV Driven

  ### 42. It was really helpful for compute vision projects. Without it I don't know how difficult it was.

**Rating:** 5.0/5.0 stars

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

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

The format of annotation and the simplicity of it is best.

**What do you dislike about Roboflow?**

It's great but sometimes the login server is too slow and makes things worse.

**What problems is Roboflow solving and how is that benefiting you?**

The annotation of large datasets is just hectic without roboflow.

  ### 43. Very good but improvements are needed.

**Rating:** 3.5/5.0 stars

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

**Reviewed Date:** September 03, 2025

**What do you like best about Roboflow?**

Labeling is great. Although tablets required further testing.

**What do you dislike about Roboflow?**

User Interface unresponsive some times from 2 different users same page.

**What problems is Roboflow solving and how is that benefiting you?**

Object detection and instance segmentation for production lines in diverse industrial settings.

  ### 44. User since 2020

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Mechanical or Industrial Engineering | Small-Business (50 or fewer emp.)

**Reviewed Date:** September 04, 2025

**What do you like best about Roboflow?**

Roboflow quickly became the best tool for image labeling back in 2020 - sine then it has continued to be leaders in the computer vision arena.

**What do you dislike about Roboflow?**

CV is a complicated space - nothing in CV is seamless but Roboflow does a pretty good job trying to.

**What problems is Roboflow solving and how is that benefiting you?**

I build datasets and deploy CV models at the edge.

  ### 45. World class standards for annotating computer vision tasks

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** September 15, 2025

**What do you like best about Roboflow?**

Auto annotate assistance and best augumenttion model steps.

**What do you dislike about Roboflow?**

Adding images was a bit difficult for beginners .

**What problems is Roboflow solving and how is that benefiting you?**

I get the annotated data images to train the model using darknet and CUDA for deep learning and machine learning models later implement to use detections and AI training.

  ### 46. Concentrate on the critical elements of my work.

**Rating:** 4.5/5.0 stars

**Reviewed by:** Marquardt M. | Onboarding Specialist, Education Management, Small-Business (50 or fewer emp.)

**Reviewed Date:** August 15, 2024

**What do you like best about Roboflow?**

I am an analytics professional with not much coding background in AI but the simplicity, effectiveness and ease of use of Roboflow makes it possible for me to gather, label and train sets for use in my image recognition and automation projects.

**What do you dislike about Roboflow?**

There are times when I require more flexibility when training my models. The current restrictions are rather limiting especially for more complicated clinical tasks.

**What problems is Roboflow solving and how is that benefiting you?**

Roboflow has been useful in my practice as a photographer. It eliminates challenges related to data management and model training and thus opens the doors to computer vision.

  ### 47. Review for Roboflow

**Rating:** 3.5/5.0 stars

**Reviewed by:** Pratiksh S. | Engineer, Computer Software, Enterprise (> 1000 emp.)

**Reviewed Date:** September 04, 2024

**What do you like best about Roboflow?**

It has better annotations and when i used i could see the collection of data is worth of using. And the user experience is also best.

**What do you dislike about Roboflow?**

I have experienced that we can't properly customise the dataset and the labelling is also set at a low frequency.

**What problems is Roboflow solving and how is that benefiting you?**

It is good in providing good quality data annotation.

  ### 48. The most complete and convenient dataset creation platform for CV

**Rating:** 4.5/5.0 stars

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

**Reviewed Date:** January 26, 2024

**What do you like best about Roboflow?**

Very easy to use and get started with if you are just a beginner at ML.
Lots of handy tools for labeling and exporting datasets.
Got into ML just a bit over a week ago, and was overwhelmed with the complexity and difficulty that came with something that should be simple (training & using a model). Roboflow, along with Ultralytics, are the 2 platforms that reject this complexity and make ML more accessible to non-ML engineers.
Team is very friendly, replies fast and legitimately wants to help you.

**What do you dislike about Roboflow?**

Some UX inconveniences in the labeling tools, and lack of weight exporting options like Ultralytics HUB provides. It's a growing startup though, so I trust the team will get things polished over time, there's a lot of care being put into UX.

**What problems is Roboflow solving and how is that benefiting you?**

Manual and automatic annotation, dataset exporting with preprocessing and augmentations, integration with Ultralytics HUB for easy training and exporting.

  ### 49. Roboflow is Great for Organizing and Labeling Datasets for ML Applications

**Rating:** 5.0/5.0 stars

**Reviewed by:** Jed D. | Writer, Small-Business (50 or fewer emp.)

**Reviewed Date:** May 14, 2024

**What do you like best about Roboflow?**

Extremely easy to use. Easy to train ML models. Customer Support.

**What do you dislike about Roboflow?**

Dealing with large datasets is sometimes difficult when they are over 5K images

**What problems is Roboflow solving and how is that benefiting you?**

We also train models in house, but we can get an idea of model performance by training through roboflow itself and testing the models it produces. They are always improvings

  ### 50. Roboflow enables deploying ML models fast

**Rating:** 5.0/5.0 stars

**Reviewed by:** Verified User in Renewables & Environment | Small-Business (50 or fewer emp.)

**Reviewed Date:** August 01, 2024

**What do you like best about Roboflow?**

Its very easy to test ideas which enabled us to get to our best versions of our models pretty fast. 

Also the support team is very helpful in tackling any matters.

**What do you dislike about Roboflow?**

Pretty good experience so far, so nothing particular to point out.

**What problems is Roboflow solving and how is that benefiting you?**

We are detecting anomalies on images.



- [View Roboflow pricing details and edition comparison](https://www.g2.com/products/roboflow/reviews?page=3&qs=pros-and-cons&section=pricing&secure%5Bexpires_at%5D=2026-07-17+02%3A58%3A31+-0500&secure%5Bsession_id%5D=d4d5f3ea-8c97-4747-b3bb-20e6740a6e90&secure%5Btoken%5D=56bf0bc15a5849e39f600e471cd59341429db9eef4e994c85df1cfc3b93ce512&format=llm_user)
## Roboflow Integrations
  - [Airtable](https://www.g2.com/products/airtable/reviews)
  - [Android Studio](https://www.g2.com/products/android-studio/reviews)
  - [AWS IoT](https://www.g2.com/products/aws-iot/reviews)
  - [AWS Lambda](https://www.g2.com/products/aws-lambda/reviews)
  - [Claude](https://www.g2.com/products/anthropic-claude/reviews)
  - [Colaboratory for G Suite](https://www.g2.com/products/colaboratory-for-g-suite/reviews)
  - [Cursor](https://www.g2.com/products/cursor/reviews)
  - [Flutter](https://www.g2.com/products/flutter/reviews)
  - [Google Colab Copilot](https://www.g2.com/products/google-colab-copilot/reviews)
  - [Google Workspace](https://www.g2.com/products/google-workspace/reviews)
  - [Microsoft Outlook](https://www.g2.com/products/microsoft-outlook/reviews)
  - [Microsoft Power Automate](https://www.g2.com/products/microsoft-power-automate/reviews)
  - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews)
  - [n8n](https://www.g2.com/products/n8n/reviews)
  - [Openai](https://www.g2.com/products/openai/reviews)
  - [OpenClaw Direct Hosting](https://www.g2.com/products/openclaw-direct-hosting/reviews)
  - [OpenCV](https://www.g2.com/products/opencv/reviews)
  - [PyCharm](https://www.g2.com/products/pycharm/reviews)
  - [Python](https://www.g2.com/products/python/reviews)
  - [PyTorch](https://www.g2.com/products/pytorch/reviews)
  - [QGIS](https://www.g2.com/products/qgis/reviews)
  - [Slack](https://www.g2.com/products/slack/reviews)
  - [System Platform](https://www.g2.com/products/system-platform/reviews)
  - [TensorFlow](https://www.g2.com/products/tensorflow/reviews)
  - [The Jupyter Notebook](https://www.g2.com/products/the-jupyter-notebook/reviews)
  - [Ultralytics](https://www.g2.com/products/ultralytics/reviews)

## Roboflow Features
**Deployment**
- Language Flexibility
- Framework Flexibility
- Versioning
- Ease of Deployment
- Scalability

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

**Deployment**
- Language Flexibility
- Framework Flexibility
- Versioning
- Ease of Deployment
- Scalability

**Recognition Type**
- Emotion Detection
- Object Detection
- Text Detection
- Motion Analysis
- Scene Reconstruction
- Logo Detection
- Explicit Content Detection
- Video Detection

**Model Training & Optimization - Active Learning Tools**
- Model Training Efficiency
- Automated Model Retraining
- Active Learning Process Implementation
- Iterative Training Loop Creation
- Edge Case Discovery

**Management**
- Cataloging
- Monitoring
- Governing
- Model Registry

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

**Operations**
- Metrics
- Infrastructure management
- Collaboration

**Facial Recognition**
- Facial Analysis
- Face Comparison

**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

**Image Annotation**
- Image Segmentation

- Object Detection
- Object Tracking
- Data Types

**Management**
- Cataloging
- Monitoring
- Governing

**Labeling**
- Model Training
- Bounding Boxes
- Custom Image Detection

**Model Performance & Analysis - Active Learning Tools**
- Model Performance Insights
- Cost-Effective Model Improvement
- Edge Case Integration
- Fine-tuning Model Accuracy
- Label Outlier Analysis

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

**Deployment**
- Integrations

**Generative AI**
- AI Text Generation
- AI Text Summarization

**Speech Annotation**
- Transcription
- Emotion Recognition

## Top Roboflow Alternatives
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  - [Claude](https://www.g2.com/products/claude-2025-12-11/reviews) - 4.6/5.0 (390 reviews)
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