# NVIDIA GPU Cloud (NGC) Software Pricing, Alternatives & More 2026 | Capterra

> With the help of Capterra, learn about NVIDIA GPU Cloud (NGC) Software - reviews, pricing plans, popular comparisons to other Deep Learning products and more.

Source: https://www.capterra.com/p/171055/DIGITS

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# 

 NVIDIA GPU Cloud (NGC) Software Review 2026: Features, Integrations, Pros & Cons

Last updated on March 13, 2026

Provider data verified by our Software Research team, and reviews moderated by our Reviews Verification team.

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How Capterra ensures transparency

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[Description](#description)[Use cases](#use-cases)[Alternatives](#alternatives)[Pricing](#pricing)[Support](#support)[Reviews](#reviews)

NVIDIA GPU Cloud (NGC)

## What is NVIDIA GPU Cloud (NGC)?

GPU-accelerated platform enables data scientists to manage data as well as to design and train neural network models.

## What is NVIDIA GPU Cloud (NGC) used for?

[Deep Learning](https://www.capterra.com/deep-learning-software/)

Overall rating

Based on 25 user reviews

Reviews sentiment

Positive

96%

Neutral

4%

Negative

0%

Contact vendor  
for pricing

Free trial  
not available

Capterra Shortlist charts the highest-rated and most popular products...

Our "Best of" badge program showcases products with the highest ratings...

Our "Best of" badge program showcases products with the highest ratings...

Do you work for NVIDIA GPU Cloud (NGC)?[Manage this product listing](https://digitalmarkets.gartner.com/get-listed/claim-bx?url=https://www.nvidia.com/en-us/networking/&name=NVIDIA GPU Cloud \(NGC\))

## Compare with a popular alternative

Capterra selects software alternatives based on relevant features, verified user reviews and user interactions. Placement may be influenced by client status.

### NVIDIA GPU Cloud (NGC)

4.5 (25)

VS.

[### Anaconda](https://www.capterra.com/p/191760/Anaconda/)

[4.6 (86)](https://www.capterra.com/p/191760/Anaconda/reviews/)

Starting Price

Contact vendor

Starting Price

Contact vendor

Free Trial

Free Version

Pricing Options

Free Trial

Free Version

Ease Of Use

4.0 (25)

Ease Of Use

4.4 (86)

Value For Money

4.1 (23)

Value For Money

4.6 (58)

Customer Service

4.1 (22)

Customer Service

4.0 (52)

## NVIDIA GPU Cloud (NGC) alternatives

[Labellerr](https://www.capterra.com/p/201456/Labellerr/)

[4.6 (17)](https://www.capterra.com/p/201456/Labellerr/reviews/)

Starting price

$1000.00

Per User, Per Month

Pricing Options

Free Trial

Free Version

User Rating

94%

of reviewers

rated it above 4 stars

[Learn More](https://www.capterra.com/p/201456/Labellerr/)

[Appen](https://www.capterra.com/p/210755/Appen/)

[4.1 (40)](https://www.capterra.com/p/210755/Appen/reviews/)

Starting price

Contact vendor for pricing

Pricing Options

Free Trial

Free Version

User Rating

83%

of reviewers

rated it above 4 stars

[Learn More](https://www.capterra.com/p/210755/Appen/)

[h2o](https://www.capterra.com/p/158760/H2O/)

[4.6 (10)](https://www.capterra.com/p/158760/H2O/reviews/)

Starting price

Contact vendor for pricing

Pricing Options

Free Trial

Free Version

User Rating

100%

of reviewers

rated it above 4 stars

[Learn More](https://www.capterra.com/p/158760/H2O/)

[Amazon Rekognition](https://www.capterra.com/p/180745/Amazon-Rekognition/)

[4.5 (2)](https://www.capterra.com/p/180745/Amazon-Rekognition/#reviews)

Starting price

Contact vendor for pricing

Pricing Options

Free Trial

Free Version

User Rating

100%

of reviewers

rated it above 4 stars

[Learn More](https://www.capterra.com/p/180745/Amazon-Rekognition/)

[View all alternatives](https://www.capterra.com/p/171055/DIGITS/alternatives/)

## Pricing

Value for money

4.1 (23)

### Starting price

Contact vendor  
for pricing

Free trial  
not available

Value for money

4.1 (23)

4.1

Based on 23 reviews

## Support, customer service and training options

Customer Service

4.1 (22)

Support

-   Email/Help Desk
-   FAQs/Forum
-   Knowledge Base
-   Phone Support
-   24/7 (Live rep)
-   Chat

Training

-   In Person
-   Live Online
-   Webinars
-   Documentation
-   Videos

Deployment

-   Web
-   Android
-   iPhone/iPad

Typical users

-   Freelancers
-   Small businesses
-   Mid size businesses
-   Enterprises

Customer Service

4.1 (22)

4.1

Based on 22 reviews

## User reviews

Overall rating

4.5

Based on 25 reviews

Filter by rating

5(13)

4(11)

3(1)

2(0)

1(0)

Mentioned topic

Sorted by most recent

IR

infant r.

Principal engineer

Information Technology and Services

### "Amazing AI cloud"

5.0

Overall Rating

5.0

5.0

Ease of Use

3.0

3.0

Features

4.0

4.0

Customer Service

3.0

3.0

Likelihood to Recommend

9/10

August 7, 2024

Overall experience is amazing & we are new to GPU cloud and every day we are learning a lot. Some new issues which even NVIDIA also sees first time.

Pros

We have created our first AI GPU cloud using the NVIDIA A100 DGX machines which have very high network bandwidth. All the necessary packages required can be easily pulled from the NGC by our data scientists which reduces their time in making unnecessary extra configurations

Cons

Since it is very new technology , no clear documents or blogs available in internet.NVIDIA support team is taking a bit longer time for any cases logged & there should be some clear documentation required. Equal distribution of workloads to all GPU's for a instance needs to be improved.

Alternatives considered

[ASUS WebStorage](https://www.capterra.com/p/10002789/ASUS-WebStorage/)

Reasons for choosing NVIDIA GPU Cloud (NGC)

NVIDIA GPU cloud is so expensive which many customers annot afford , so we went with other vendors like asus , but ya we need to compromise on performance when compared to NVIDIA

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

KO

keith o.

Ceo

Computer Hardware

### "Variable projects "

5.0

Overall Rating

5.0

5.0

Ease of Use

5.0

5.0

Features

4.0

4.0

Customer Service

4.0

4.0

Likelihood to Recommend

10/10

August 5, 2024

Easy to use, still a little buggy but its great.

Pros

You can work on various ai without paying for all the equipment.

Cons

Nothing, a little buggy but they have a great base to work with.

Review source

Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication.

PW

PHYLLIS WANJIKU G.

Data Scientist

Furniture

### "High-performance NVIDIA GPU Cloud at your fingertips"

5.0

Overall Rating

5.0

5.0

Ease of Use

3.0

3.0

Features

5.0

5.0

Customer Service

5.0

5.0

Likelihood to Recommend

9/10

June 28, 2024

Overall, NGC excels as a specialized tool for deep learning tasks. It feels like having a high-performance supercomputer at your fingertips, a beast at tackling complex neural networks However, NGC is laser-focused on GPU processing. If you need a more general-purpose cloud platform with broader services like storage or databases, you might need to look elsewhere. For this reason, it will leave holes in your pockets.

Pros

Best at accessing powerful NVIDIA GPUs in the cloud, significantly accelerating workflows and training times for large projects.

Cons

It has fewer services and has higher costs compared to other cloud providers which could be a drawback for developers needing a more comprehensive solution.

Switched from

[Google Cloud](https://www.capterra.com/p/268690/Google-Cloud-Platform/)

I choose to work with NGC for specific deep-learning tasks.

Review source

Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication.

Daniel C.

fullstack

Education Management

### "From Virtual Presentations to Tech Innovations: My Journey with NVIDIA GPU Cloud"

4.0

Overall Rating

4.0

4.0

Ease of Use

3.0

3.0

Features

4.0

4.0

Customer Service

5.0

5.0

Likelihood to Recommend

8/10

October 1, 2023

I used NVIDIA GPU Cloud (NGC) in my virtual classes, and did it help with my presentations! Honestly, I'm not much of a talker, so any assistance is appreciated. NVIDIA never ceases to amaze me with what they roll out. I'm always on the lookout for their next big thing because, seriously, their stuff is always worth it.

Pros

I've honestly been blown away by NVIDIA GPU Cloud (NGC). It's super handy, and you can tell it's keeping up with the latest tech. One thing I especially liked was how, in situations like interviews or conferences, the system just makes things easier for you. If you've ever tried to read something while attempting to maintain eye contact with the camera, you'll know what I mean. Thanks to its AI, NGC takes care of that, making you feel more at ease and everything just flows better. You genuinely feel like the tech is working for you, not the other way around.

Cons

What I would have loved about NVIDIA GPU Cloud (NGC) is if it was a bit more friendly to mid-range PCs. I know a few folks who'd be keen to try it out, but their computers just don't meet the mark. Of course, tech is always pushing forward, but not everyone has a top-notch PC at home. It'd be great if, in the future, it could be more inclusive for everyone.

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

Simone D.

Ingegnere

Defense & Space

### "vasta gamma di risorse e strumenti per i professionisti dell'apprendimento automatico e l'intelligen"

4.0

Overall Rating

4.0

4.0

Ease of Use

5.0

5.0

Features

4.0

4.0

Customer Service

4.0

4.0

Likelihood to Recommend

5/10

June 28, 2023

Nvidia GPU Cloud è una piattaforma potente e ricca di risorse per gli esperti di machine learning e intelligenza artificiale. Con la sua vasta selezione di framework e modelli preaddestrati, Docker containers preconfigurati e strumenti di distribuzione dei carichi di lavoro, NGC semplifica notevolmente il processo di sviluppo e implementazione di progetti di apprendimento automatico. Nonostante l'abbonamento a pagamento, consiglio vivamente NGC a chiunque sia seriamente interessato ad approfondire questi argomenti.

Pros

NGC offre un'ampia scelta di container Docker preconfigurati, contenenti sia i framework di deep learning che le librerie e gli strumenti necessari per eseguire l'apprendimento automatico su GPU. Questo consente agli utenti di creare facilmente ambienti di sviluppo replicabili e portatili, migliorando la collaborazione e la condivisione di progetti tra i membri del team.

Cons

NGC richiede l'utilizzo di una sottoscrizione a pagamento per accedere a molte delle risorse offerte. Sebbene ci siano alcune risorse gratuite disponibili, l'accesso completo a tutta la libreria di modelli e framework richiede un abbonamento.

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

KE

Karsi E.

Dueño

Computer Software

### "Nvidia GPU cloud"

4.0

Overall Rating

4.0

4.0

Ease of Use

3.0

3.0

Features

5.0

5.0

Customer Service

4.0

4.0

Likelihood to Recommend

8/10

April 19, 2023

Pros

Me gusta la facilidad con la que se puede utilizar esta aplicación, yo la empeze a usar hace bastante poco, y en lo poco que llevo me parece increible.

Cons

Yo, soy alguien bastante familiarizado con este tipo de applicaciones, pero para otra persona seria mas dificil, eso es lo malo.

Review source

Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication.

Xiomara S.

Ingeniera Civil

Construction

### "Creador de Red Neuronal"

4.0

Overall Rating

4.0

4.0

Ease of Use

5.0

5.0

Features

5.0

5.0

Customer Service

4.0

4.0

Likelihood to Recommend

8/10

February 17, 2023

Buena es muy fluida pero se necesita conocimientos básicos, para su buen uso

Pros

Es muy bueno para iniciar en todo acerca de redes neuronales

Cons

no hay mucha información de como usar el software, se necesita conocimientos básicos a la hora de programar, el costo es un tanto elevado para el alcance de muchos, se debería crear mas tutoriales y tratar de acercar a la comunidad, se necesita una buena pc de gamma alta

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

CO

Clertton o.

administrador

Accounting

### "Eu indico nvidia"

5.0

Overall Rating

5.0

5.0

Ease of Use

5.0

5.0

Features

5.0

5.0

Customer Service

5.0

5.0

Likelihood to Recommend

10/10

January 17, 2023

Pros

a qualidade do processamento gráfico é impressionante

Cons

o valor é muito elevado em relação aos outros mas é melhor também

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

DB

Dag B.

Computer Network

Computer & Network Security

### "Improve triste for industry"

3.0

Overall Rating

3.0

3.0

Ease of Use

3.0

3.0

Features

4.0

4.0

Customer Service

3.0

3.0

Likelihood to Recommend

7/10

December 2, 2022

Pros

Enhance unlimited on-demand computing: Virtual machines, now available anywhere at any time, can be scaled up or down as needed. Collect system log files automatically !.Easy UpdatesThe latest hardware, software, and services are just a click away. Collect its logs if the machines have critical or error encountered!Flexible PricingFree trials, a wide range of pricing and leasing options are available.This is not open to everyone. Please improve this!

Cons

Artificial intelligence is not improved or at least more sophisticated and the problem is also that when it does not solve the problem. So why don't you collect more diagnosis from your side?

Review source

Non-incentivized review: any software user can leave a review for any product listed on our site. All submitted reviews are subject to our verification process prior to publication.

JC

Judah C.

Media Worker

Media Production

### "Good integration but outdated"

4.0

Overall Rating

4.0

4.0

Ease of Use

3.0

3.0

Features

3.0

3.0

Customer Service

3.0

3.0

Likelihood to Recommend

5/10

October 18, 2022

Pros

Nvidia is powerful and effective for accomplishing needed tasks

Cons

The software is outdated and needs more streamlining

Review source

Incentivized review: software users are invited to submit an honest review and offered a nominal incentive for their time and effort. All incentivized reviews are subject to our verification process prior to publication.

[View all Reviews](https://www.capterra.com/p/171055/DIGITS/reviews/)

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Popular comparisons

[Anaconda vs NVIDIA GPU Cloud (NGC)](https://www.capterra.com/compare/171055-191760/DIGITS-vs-Anaconda) 

Independent research methodology

Capterra's researchers use a mix of verified reviews, independent research and objective methodologies to bring you selection and ranking information you can trust. While we may earn a referral fee when you visit a provider through our links or speak to an advisor, this has no influence on our research or methodology.

[Learn more](https://www.capterra.com/resources/proprietary-data-research/)

How Capterra verifies reviews

Capterra carefully verified over 2.5 million+ reviews to bring you authentic software experiences from real users. Our human moderators verify that reviewers are real people and that reviews are authentic. They use leading tech to analyze text quality and to detect plagiarism and generative AI.

[Learn more](https://www.capterra.com/resources/how-we-verify-reviews/)

How Capterra ensures transparency

Capterra lists all providers across its website—not just those that pay us—so that users can make informed purchase decisions. Capterra is free for users. Software providers pay us for sponsored profiles to receive web traffic and sales opportunities. Sponsored profiles include a link-out icon that takes users to the provider's website.

[Learn more](https://www.capterra.com/resources/how-we-ensure-transparency/)