We performed a comparison between IBM Watson Studio and OpenVINO based on real PeerSpot user reviews.
Find out what your peers are saying about Microsoft, Google, TensorFlow and others in AI Development Platforms."It has greatly improved the performance because it is standardized across the company."
"It has a lot of data connectors, which is extremely helpful."
"The system's ability to take a look at data, segment it and then use that data very differently."
"The solution is very easy to use."
"It is a very stable and reliable solution."
"For me, the valuable feature of the solution is the one that I used, which was Jupyter notebooks."
"Watson Studio is very stable."
"It is a stable, reliable product."
"The inferencing and processing capabilities are quite beneficial for our requirements."
"The initial setup is quite simple."
"The features for model comparison, the feature for model testing, evaluation, and deployment are very nice. It can work almost with all the models."
"Watson Studio would be improved with a clearer path for the deployment of docker images."
"The main challenge lies in visibility and ease of use."
"It's sometimes easy to get lost given the number of images the solution opens up when you click on the mouse and the amount of different tabs."
"So a better user interface could be very helpful"
"More features in data virtualization would be helpful. The solution could use an interactive dashboard that could make exploration easier."
"Initially, it was quite complex. For us, it was not only a matter of getting it installed, that was just a start. It was also trying to come up with a standard way of implementing it across the entire organization, which had been a challenge."
"We would like to see it more web-based with more functionality."
"We would like to see it less as one big, massive product, but more based on smaller services that we can then roll out to consumers."
"The model optimization is a little bit slow — it could be improved."
"It has some disadvantages because when you're working with very complex models, neural networks if OpenVINO cannot convert them automatically and you have to do a custom layer and later add it to the model. It is difficult."
"At this point, the product could probably just use a greater integration with more machine learning model tools."
Earn 20 points
IBM Watson Studio is ranked 7th in AI Development Platforms with 13 reviews while OpenVINO is ranked 10th in AI Development Platforms. IBM Watson Studio is rated 8.2, while OpenVINO is rated 8.6. The top reviewer of IBM Watson Studio writes "A highly robust and well-documented platform that simplifies the complex world of AI". On the other hand, the top reviewer of OpenVINO writes "A free toolkit providing improved neural network performance". IBM Watson Studio is most compared with Databricks, Microsoft Azure Machine Learning Studio, Azure OpenAI, Google Vertex AI and Amazon Comprehend, whereas OpenVINO is most compared with TensorFlow, PyTorch, Azure OpenAI, Google Cloud AI Platform and Google Vertex AI.
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We monitor all AI Development Platforms reviews to prevent fraudulent reviews and keep review quality high. We do not post reviews by company employees or direct competitors. We validate each review for authenticity via cross-reference with LinkedIn, and personal follow-up with the reviewer when necessary.
