NVIDIA CUDA Toolkit vs. GraalVM

NVIDIA CUDA Toolkit

GraalVM

Overview
Product	Rating	Most Used By	Product Summary	Starting Price
NVIDIA CUDA Toolkit	Score 10.0 out of 10	N/A	The NVIDIA CUDA Toolkit is a development environment for developing high performance GPU-accelerated applications.	N/A
GraalVM	Score 9.1 out of 10	N/A	GraalVM is a universal virtual machine for running applications written in JavaScript, Python, Ruby, R, JVM-based languages like Java, Scala, Groovy, Kotlin, Clojure, and LLVM-based languages such as C and C++. GraalVM removes the isolation between programming languages and enables interoperability in a shared runtime. It can run either standalone or in the context of OpenJDK, Node.js or Oracle Database. Oracle's GraalVM Enterprise is a multilingual virtual machine, which Oracle states…	N/A

Pricing

NVIDIA CUDA Toolkit

GraalVM

Editions & Modules

No answers on this topic

Offerings

Pricing Offerings
NVIDIA CUDA Toolkit	GraalVM
Free Trial
No	Yes
Free/Freemium Version
No	Yes
Premium Consulting/Integration Services
No	Yes

Entry-level Setup Fee

No setup fee

Optional

Additional Details

—

GraalVM Enterprise is an entitlement with Java SE Subscription at no additional cost.

More Pricing Information

Community Pulse
	NVIDIA CUDA Toolkit	GraalVM

Best Alternatives
	NVIDIA CUDA Toolkit	GraalVM
Small Businesses	Visual Studio Score 8.7 out of 10	No answers on this topic
Medium-sized Companies	Visual Studio Score 8.7 out of 10	Oracle Java SE Score 8.0 out of 10
Enterprises	Visual Studio Score 8.7 out of 10	Oracle Java SE Score 8.0 out of 10
All Alternatives	View all alternatives	View all alternatives

User Ratings
	NVIDIA CUDA Toolkit	GraalVM
Likelihood to Recommend	- (0 ratings)	9.1 (36 ratings)
Support Rating	- (0 ratings)	7.7 (29 ratings)

User Testimonials
	NVIDIA CUDA Toolkit	GraalVM
Likelihood to Recommend	NVIDIA No answers on this topic	Oracle Its well fit for the environment where applications are written in programming languages supported by GraalVM. It's [a] very powerful and reliable, high-performer Java Virtual Machine that provides the Java Development kit i.e JDK that has the ability to compile the Java apps ahead of time. Maintenance of this tool is simple and it [increases] the efficiency of the product since it requires few resources. Incentivized Ava Jakobs System Administrator Read full review
Pros	NVIDIA No answers on this topic	Oracle Best performance of applications High efficiency of applications Reduced hardware requirements Lesser consumption of resources Universal support to multiple programming languages Reduced size of applications Creation of virtual images for testing on Android and iOS mobile operating systems Creation of native images Excellent support Documentations are detailed enough to learn and use easily Easy to use Incentivized Abdul Wahab Khan Project Manager Read full review
Cons	NVIDIA No answers on this topic	Oracle It should be possible to use GraalVM EE to distribute native images of JavaFX applications for mobile platforms, especially for Apple platforms. Native Images are a game changer. However, compiling complex applications can be a pain. Better support for an improved transition process are a must. Incentivized Verified User Anonymous Read full review
Support Rating	NVIDIA No answers on this topic	Oracle Like all Oracle tools, you can find a lot of documentation and also write down your questions in a forum. Sadly I don't see too many users so far but I hope it'll keep increasing and in a short period we will have more information and ofc issues fixed. So far, everything I needed I could find easily. Incentivized Verified User Anonymous Read full review
Alternatives Considered	NVIDIA No answers on this topic	Oracle GraalVM is at the top when it comes to executing Java applications in terms of speed. With its amazing fast ahead of its time compiler it helps in reducing the startup time of the applications. Also, the overall performance of the product is increased and reduces the latency as well. It supports multiple languages such as Groovy, Ruby, Javascript, R, Python, Scala, Java, Clojure, and many more. Incentivized Verified User Anonymous Read full review
Return on Investment	NVIDIA No answers on this topic	Oracle Financial: Increased Java container count on the same hardware. Performance: Decreased cold start time for container startup. Training: Adopting GraalVM has a learning curve. This requires investment in time and resources. The benefits come through re-evaluating our current deployments for optimization. Incentivized John Hanley Enterprise Architect Read full review
ScreenShots