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NVIDIA cuOpt Reviews & Product Details

NVIDIA cuOpt Overview

What is NVIDIA cuOpt?

NVIDIA® cuOpt™ optimizes operations by enabling better, faster decisions with accelerated computing. cuOpt helps teams solve complex routing problems with multiple constraints and delivers new capabilities such as dynamic rerouting, horizontal load-balancing, and robotic simulations, with subsecond solver response times. With 23 world-record benchmarks, cuOpt owns all of the world records on the largest routing benchmarks from the past three years.

NVIDIA cuOpt Details
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Product Description

NVIDIA® cuOpt™ optimizes operations by enabling better, faster decisions with accelerated computing. cuOpt helps teams solve complex routing problems with multiple constraints and delivers new capabilities such as dynamic rerouting, horizontal load-balancing, and robotic simulations, with subsecond solver response times. With 23 world-record benchmarks, cuOpt owns all of the world records on the largest routing benchmarks from the past three years.


Seller Details
Seller
NVIDIA
Year Founded
1993
HQ Location
Santa Clara, CA
Twitter
@nvidia
2,318,432 Twitter followers
LinkedIn® Page
www.linkedin.com
36,197 employees on LinkedIn®
Ownership
NVDA
Total Revenue (USD mm)
$16,675
Description

Since its founding in 1993, NVIDIA (NASDAQ: NVDA) has been a pioneer in accelerated computing. The company’s invention of the GPU in 1999 sparked the growth of the PC gaming market, redefined computer graphics, ignited the era of modern AI and is fueling the creation of the metaverse. NVIDIA is now a full-stack computing company with data-center-scale offerings that are reshaping industry.

Recent NVIDIA cuOpt Reviews

Naveen C.
NC
Naveen C.Mid-Market (51-1000 emp.)
4.5 out of 5
"NVIDIA cuOpt Review"
It is a world class product having records with dynamic re-routing capabilties and scalability
Ajenthan A.
AA
Ajenthan A.Small-Business (50 or fewer emp.)
4.5 out of 5
"Faster processing times with NVIDIA cuOpt"
Because NVIDIA cuOpt makes use of GPUs' enormous parallel processing capacity, it can resolve complex optimization issues far more quickly than con...
Etibar A.
EA
Etibar A.Small-Business (50 or fewer emp.)
4.5 out of 5
"It's been great to use NVIDIA product which lets me to solve complicated solutions in routing."
The most useful feature is its ability to route automatically and dynamically load balancing. It provides subsecond solver response times which ma...
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NVIDIA cuOpt Media

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18 NVIDIA cuOpt Reviews

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18 NVIDIA cuOpt Reviews
4.0 out of 5
18 NVIDIA cuOpt Reviews
4.0 out of 5

NVIDIA cuOpt Pros and Cons

How are these determined?Information
Pros and Cons are compiled from review feedback and grouped into themes to provide an easy-to-understand summary of user reviews.
Pros
Cons

Overall Review Sentiment for NVIDIA cuOptQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Akshay C.
AC
Azure Data Engineer
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best about NVIDIA cuOpt?

It is very impressive as it has ability to accelerate complex, real -time optimization problems. It can be used particulary in logistics and supply-chain management.Its most important feature is GPU power made me to use it. Because of this ability it allows us to manage large datasets, reducing costs and improving productivity. Which is really ease in use. It can be adapted easily due to flexibility ehich makes it versatile tool in the optimization space. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

Well as per my use and knnowledge, the NVIDIA cuOpt is reliance on GPU infrastructure, which can be costly to the organizations that do not have a strong GPU setup already or familarity with NVIDIA ecosystem. And its focus is mainly on GPU optimization so that it require expertise in GPU programming to fully leverage, which could be barrier for small team who does not have this perticular skillset. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

As it is mainly designed to solve the complex optimization problems specifically for route optimization, scheduling and resource allocation. I used it for analytics so it helped me at the time of data processing and model simulization especially in the scenarios where quick and real-time analysis was required. This help me with the speed of analytical workflows by enabling faster insights and real-time decision making. Review collected by and hosted on G2.com.

Saroj T.
ST
Frontend Developer
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

NVIDIA cuOpt's capability to handle complex routing and optimization tasks in real time is impressive. Its GPU-acceleration makes it ideal for scenarios requiring rapid responses, such as logistics or supply chain management. Additionally, the API is flexible, allowing easy integration with other systems, which speeds up development. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

While powerful, NVIDIA cuOpt can be resource-intensive, and its learning curve may be steep for users not familiar with CUDA or GPU programming. Additionally, the licensing costs may be high for smaller projects or companies Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

NVIDIA cuOpt is designed to address complex real-time optimization challenges, particularly in fields like logistics, transportation, and supply chain management. Its GPU-accelerated capabilities enable rapid solutions for tasks like route planning, resource allocation, and scheduling, which traditionally require significant computational resources and time to optimize. Review collected by and hosted on G2.com.

Etibar A.
EA
Senior Machine Learning Engineer
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

The most useful feature is its ability to route automatically and dynamically load balancing. It provides subsecond solver response times which makes real-time decision-making possible. It is highly advantageous for industries that require dynamic updates such as logistics and robotics. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

I have to acknowledge that it requires NVIDIA GPUs for accelerated performance. This can limit accessibility for organizations without compatible hardware. As soon as you get important devices your industry will solve problems easier. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

It anticipates future demands, traffic patterns or disruptions and feeds forecasted data into cuOpt for better dynamic rerouting and resource allocation. It also provides insights into past performance such as vehicle utilization rates, delivery times and delays. Review collected by and hosted on G2.com.

Christeen J.
CJ
Engineer
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

What I like best about NVIDIA cuOpt is its ability to perform complex optimization tasks, such as vehicle routing, in real-time by leveraging the parallel processing power of GPUs. This capability allows for rapid, scalable solutions to logistics challenges that traditionally would take much longer with CPU-based systems. The real-time adaptability is particularly impressive, enabling businesses to make dynamic decisions as conditions change. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

One potential downside of NVIDIA cuOpt is its reliance on specialized GPU hardware, which can be costly and may require significant investment in infrastructure for organizations not already equipped with NVIDIA GPUs. Additionally, the complexity of integrating and customizing the library for specific use cases might pose a challenge for teams without deep expertise in GPU programming or operations research. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

NVIDIA cuOpt solves complex optimization problems in logistics, such as vehicle routing, supply chain management, and scheduling, by leveraging GPU acceleration for real-time decision-making. This benefits businesses by reducing operational costs, improving efficiency, and enabling rapid response to changing conditions. For example, companies can optimize delivery routes on the fly, reducing fuel consumption and improving delivery times, which directly translates to cost savings and better customer satisfaction. Review collected by and hosted on G2.com.

Anubhav P.
AP
Data Science Lead/Section Head
Enterprise(> 1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

NVIDIA is rolling out best products in the market. NVIDIA cuOpt is also one of the niche products, helping the companies and the developers like us in optimizing the vehicle routing problems Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

There is no negatives as such. Only point is that at present the services are availed though the APIs or UI. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

Supply chain of Raw material is one of the biggest challenges, in my domain as well. I work in energy segment, and generate power through coal and thru renewable resources. Vehicle routing, including transportation optimizing, route optiming and inventory optizations are the areas where this product gave a great edge to me Review collected by and hosted on G2.com.

Ajenthan A.
AA
IT Manager
Small-Business(50 or fewer emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
(Original )Information
What do you like best about NVIDIA cuOpt?

Because NVIDIA cuOpt makes use of GPUs' enormous parallel processing capacity, it can resolve complex optimization issues far more quickly than conventional CPU based methods. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

This is not cost effective for smaller businesses and intergration may need advanced technical expertise. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

Help resolving complex issues such as scheduling, fleet management, and delivery route planning while managing time constraints and traffic. Review collected by and hosted on G2.com.

Ananya M.
AM
Founding Generalist
Information Technology and Services
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

It easily performs complex tasks. Great to implement and hence can be used frequenctly as it has number of features. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

Set up of the software is difficult but good customer support and easy integration. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

It performs supply chain, routing and otherreal-time problems but I have also experiecned that it gets crashed a few times due to heavy load of the data. My company also has a partnership with Nvidia, which has established our trust in their product. Review collected by and hosted on G2.com.

Ankit Kumar G.
AG
Data Scientist
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

This is the best gpu for optimization the system for solving hard problems and optimised the cost efficient and time saving and and it help us to solve large scale problems to solve in traditional and best way. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

This is designed for high priority task and take more computing power and sources and hard gpu required for this so background gpu is important so it may be cause of less money efficient. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

Its solving high computational power work in less time to run by using this and gpu help us to save time and money as well. Review collected by and hosted on G2.com.

Daksh M.
DM
Asst. Manager in Samsung electronics India Limited -TAC2 Support
Mid-Market(51-1000 emp.)
More Options
Validated Reviewer
Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

AI generated optimised delivery path is appreciable and close to human ingenuity with cuOpt tools Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

For now it seems to be great but live optimal path for real life scenario be more helpful Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

Product delivery and resource movement Review collected by and hosted on G2.com.

Muhammad W.
MW
Senior User Experience Designer
Telecommunications
Small-Business(50 or fewer emp.)
More Options
Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about NVIDIA cuOpt?

I like best about Nvidia is its ability to solve the complex optimization problem and it is very helpful for the industries just like logistics and transportation. Review collected by and hosted on G2.com.

What do you dislike about NVIDIA cuOpt?

As it relies on gpu so the organization must work to get hardware for high performance. Review collected by and hosted on G2.com.

What problems is NVIDIA cuOpt solving and how is that benefiting you?

As it solve complex logistic problems.it help in my business for improving efficiency,reducing operational card and enabling real time decision making for me. Review collected by and hosted on G2.com.