Try our new research platform with insights from 80,000+ expert users

Google Cloud AI Platform vs Prem Studio comparison

Google and Prem are both solutions in the AI Development Platforms category. Google is ranked #9 with an average rating of 8.0, while Prem is ranked #16 with an average rating of 10.0. Additionally, 100% of Google users are willing to recommend the solution, compared to 100% of Prem users who would recommend it.
Google Cloud AI Platform
Read 9 Google Cloud AI Platform reviews
  • 2,302 Views
  • 2,302 Comparison Views
100% willing to recommend
Prem Studio
Read 2 Prem Studio reviews
  • 14 Views
  • 0 Comparison Views
100% willing to recommend
 

Comparison Buyer's Guide

Download the report
Executive Summary
We performed a comparison between Google Cloud AI Platform and Prem Studio based on real PeerSpot user reviews.

Find out what your peers are saying about Microsoft, Google, Hugging Face and others in AI Development Platforms.

DOWNLOAD THE COMPLETE REPORT
To learn more, read our detailed AI Development Platforms Report (Updated: October 2025).
Buyer's Guide
AI Development Platforms
October 2025
Download the complete report
Helped 872,706 peers since 2012

Review summaries and opinions

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Categories and Ranking

Google Cloud AI Platform
Ranking in AI Development Platforms
9th
Average Rating
7.8
Reviews Sentiment
7.1
Number of Reviews
9
Ranking in other categories
No ranking in other categories
Prem Studio
Ranking in AI Development Platforms
16th
Average Rating
10.0
Reviews Sentiment
1.0
Number of Reviews
2
Ranking in other categories
No ranking in other categories
 

Featured Reviews

Vipul-Kumar - PeerSpot reviewer
An AI platform AI Platform to train your machine learning models at scale, to host your trained model in the cloud, and to use your model to make predictions about new data
I think it's the it it also has has evolved quite a bit over the last few years, and Google Cloud folks have been getting, more and more services. But I think from a improvement standpoint, so maybe they can look at adding more algorithms, so adding more AI algorithms to their suite.
Read full review
reviewer2760291 - PeerSpot reviewer
Has accelerated AI solution development through automated evaluation and fine-tuning
Prem Studio allowed me to easily automate and solve the complicated problem of exploring and identifying the best AI architecture for our problems. Prem Studio has a straightforward yet powerful approach to evaluate disparate AI architectures on our business problems and to accurately fine-tune the most promising ones. This significantly reduced time-to-market, almost by a factor of ten in my case, for solutions tailored and optimized for customer requirements and KPIs.
Read full review

Quotes from Members

We asked business professionals to review the solutions they use. Here are some excerpts of what they said:
 

Pros

"The feedback left about these tools was really helpful and informative for us"
"The solution is able to read 90% of the documents correctly with a 10% error rate."
"On GCP, we are exposing our API services to our clients so that they send us their information. It can be single individual records or it can be a batch of their clients."
"The platform's Google Vision API is particularly valuable."
"The initial setup is very straightforward."
"Since the model could be trained in just a couple of hours and deploying it took only a few minutes, the entire process took less than an hour."
"I think the user interface is quite handy, and it is easy to use as compared to the other cloud platforms."
"A range of a a wide range of algorithms, EIM voice mails, which can be plugged in right away into your solution into into into our solution, and then have platform that provides know, to to come up with an operational solution really quick."
More Google Cloud AI Platform pros
"The dataset management feature and the managed finetuning are the most valuable because they save the most time."
 

Cons

"The solution can be improved by simplifying the process to make your own models."
"At first, there were only the user-managed rules to identify the best attributes of the individual. Then, we came up with a truth set and developed different machine learning models with the help of that truth set, so now it's completely machine learning."
"Improvements in text extraction accuracy and pricing adjustments would be helpful."
"The technical support from Google is not very fast. I think it is about a five out of ten even though they have courses online where I can learn a lot, if I really need support, I have to wait a very long time."
"Customizations are very difficult, and they take time."
"The initial setup was straightforward for me but could be difficult for others."
"I think it's the it it also has has evolved quite a bit over the last few years, and Google Cloud folks have been getting, more and more services. But I think from a improvement standpoint, so maybe they can look at adding more algorithms, so adding more AI algorithms to their suite."
"One thing that I found is that Azure ML does not directly provide you with features on Google Cloud AI Platform, whereas Vertex provides some features of the platform."
More Google Cloud AI Platform cons
"The inference should be faster."
 

Pricing and Cost Advice

"The licenses are cheap."
"For every thousand uses, it is about four and a half euros."
"The price of the solution is competitive."
"The pricing is on the expensive side."
"The solution has an attractive starting program, which costs only 300 USD for a duration of three months. During this period, one can accomplish a lot of work on the solution."
Information not available
report
See which vendors are best for you
Use our free recommendation engine to learn which AI Development Platforms solutions are best for your needs.
See recommendations
872,706 professionals have used our research since 2012.
 

Top Industries

By visitors reading reviews
Computer Software Company
14%
Financial Services Firm
10%
Manufacturing Company
9%
University
7%
No data available
 

Company Size

By reviewers
Large Enterprise
Midsize Enterprise
Small Business
By reviewers
Company SizeCount
Small Business5
Midsize Enterprise2
Large Enterprise2
No data available
 

Questions from the Community

What do you like most about Google Cloud AI Platform?
A range of a a wide range of algorithms, EIM voice mails, which can be plugged in right away into your solution into into into our solution, and then have platform that provides know, to to come up...
See all answers
What is your experience regarding pricing and costs for Google Cloud AI Platform?
For the most part, the pricing is perfect sinceit grows with the use of my app. In some cases, they could be more specific about the pricing, especially for some AI features.
See all answers
What is your primary use case for Google Cloud AI Platform?
I use Google Cloud AI Platform due to Firebase and the many APIs that are available with it.
See all answers
What is your experience regarding pricing and costs for Prem Studio?
To maximize the effectiveness of fine-tuning, I would suggest using the parallelism features of the platform. This allows fine-tuning and evaluating multiple models at the same time, making compari...
See all answers
What needs improvement with Prem Studio?
Prem Studio is perfect for text input and output. We requested support for vLM, which should be available soon.
See all answers
What is your primary use case for Prem Studio?
I use Prem Studio to automate fine-tuning and evaluation of AI solutions.
See all answers
 

Comparisons

IBM Watson Machine Learning vs Google Cloud AI Platform Logo
IBM Watson Machine Learning vs Google Cloud AI Platform
Compared 26% of the time
Azure OpenAI vs Google Cloud AI Platform Logo
Azure OpenAI vs Google Cloud AI Platform
Compared 17% of the time
Hugging Face vs Google Cloud AI Platform Logo
Hugging Face vs Google Cloud AI Platform
Compared 13% of the time
TensorFlow vs Google Cloud AI Platform Logo
TensorFlow vs Google Cloud AI Platform
Compared 8% of the time
Distyl AI vs Google Cloud AI Platform Logo
Distyl AI vs Google Cloud AI Platform
Compared 7% of the time
More Google Cloud AI Platform Competitors
No data available
 

Product Reports

Buyer's Guide
AI Development Platforms
October 2025
Google Cloud AI Platform reportDownload Google Cloud AI Platform product report
Buyer's Guide
AI Development Platforms
October 2025
Prem Studio reportDownload Prem Studio product report
 

Overview

Google AI Platform is a managed service that enables you to easily build machine learning models, that work on any type of data, of any size. Create your model with the powerful TensorFlow framework that powers many Google products, from Google Photos to Google Cloud Speech.

Google
Information not available
Prem
 

Sample Customers

Carousell
Information Not Available
Buyer's Guide
AI Development Platforms
October 2025
Download Free Report
Find out what your peers are saying about Microsoft, Google, Hugging Face and others in AI Development Platforms. Updated: October 2025.
DOWNLOAD NOW
872,706 professionals have used our research since 2012.
See our list of best AI Development Platforms vendors.

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.