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Continuous VS dstack

Compare Continuous VS dstack and see what are their differences

Continuous

Fast and powerful .NET C# and F# IDE for iOS

Rating
0 reviews
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Alternatives Is it good?
dstack

Cost-effective LLM development in the cloud

Rating
0 reviews
Pricing
Open source
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Alternatives Is it good?
Tokino
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Note: These products don't have any matching categories. If you think this is a mistake, please edit the details of one of the products and suggest appropriate categories.

Which is more popular?

dstack might be a bit more popular than Continuous. We know about 1 link to it since March 2021 and only 1 link to Continuous.

social mentions
1 vs 1
Speed Test popularity
100% vs 0%
alternatives listed
13 vs 14

Base details

Website, pricing, platforms and company facts side by side.

Continuous
dstack
Website continuous.codes dstack.ai
Pricing —
Open source
Listed in
Speed Test Networking Continuous Integration DevOps Tools +1
AI Productivity Developer Tools AI Tools +1

Features and specs

What each product offers, as listed by its team.

Continuous 4 features
dstack 0 features
  • Accelerated Development Cycles
    Continuous allows developers to rapidly build and iterate on their software projects due to its integrated features and real-time collaborative environment, which can significantly speed up the development process.
  • Collaboration
    Provides tools for real-time collaboration within teams, allowing multiple developers to work simultaneously on the same project and share ideas with ease.
  • Platform Flexibility
    Supports various programming languages and frameworks, offering flexibility and inclusivity for developers accustomed to different tools.
  • Integrated Tools
    Offers a suite of built-in tools that streamline the coding process, such as version control, testing, and deployment features.

Possible disadvantages

  • Learning Curve
    New users might need time to familiarize themselves with the Continuous environment and its unique features, which could slow initial productivity.
  • Resource Intensive
    The platform may require significant system resources, which could pose issues for developers using older or less powerful hardware.
  • Dependency Management
    Users may encounter challenges managing dependencies and integrations with external libraries or services, especially when compared to more traditional development environments.
  • Limited Offline Capabilities
    Since it's designed for online collaboration, its features are limited or unavailable offline, potentially hindering productivity for developers without a stable internet connection.

No features have been listed yet.

Analysis

An editorial look at what each product does well and who it suits.

Continuous
dstack

Overall verdict

  • Continuous (continuous.codes) is a solid choice for teams looking for a streamlined, modern CI/CD platform that emphasizes speed, simplicity, and developer experience.

Why this product is good

  • Focuses on fast, reliable continuous integration and deployment pipelines
  • Designed with a clean, developer-friendly interface that reduces setup friction
  • Supports modern development workflows and integrates with popular version control systems
  • Aims to minimize configuration overhead so teams can ship code faster
  • Suitable for automating build, test, and release processes

Recommended for

  • Software development teams wanting to automate their build and deployment pipelines
  • Startups and small teams seeking a low-configuration CI/CD solution
  • Developers who value speed and simplicity over heavy customization
  • Projects that need reliable continuous integration integrated with modern version control

Overall verdict

  • dstack is a solid open-source orchestration tool for AI and ML workloads that simplifies running training, fine-tuning, and inference across multiple cloud providers and on-premises hardware, offering a cost-effective and flexible alternative to heavier platforms like Kubernetes.

Why this product is good

  • Open-source and vendor-neutral, letting you avoid lock-in while working across AWS, GCP, Azure, Lambda, and on-prem GPU clusters
  • Simplifies GPU provisioning and orchestration for ML workloads without the complexity of managing Kubernetes
  • Cost optimization features like automatic use of spot instances and easy teardown of idle resources
  • Developer-friendly configuration through simple YAML files and a straightforward CLI
  • Supports the full ML lifecycle including development environments, training tasks, and model serving/inference

Recommended for

  • ML engineers and data scientists who need on-demand GPU access across multiple clouds
  • Teams wanting to reduce GPU costs by leveraging spot instances and multi-cloud flexibility
  • Organizations seeking a lighter-weight alternative to Kubernetes for AI workloads
  • Startups and research labs training or fine-tuning models who want to avoid cloud vendor lock-in
  • Developers who prefer open-source, self-hosted infrastructure tooling

Videos

Walkthroughs and reviews on video.

Continuous 3 videos + Add
dstack 0 videos + Add

Continuous Review

More videos

  • - Inventory Control of Stochastic Demand & Lead Times; Periodic & Continuous Review Systems |SCMT 3623
  • - continuous review (Ainun)

No dstack videos yet. You could help us improve this page by suggesting one.

Category popularity

How often each product is chosen within a category, 0–100% relative to the other.

Score bands 0–20 21–40 41–50 51–60 61–100
Continuous
dstack
100% 100%
Speed Test
0% 0%
0% 0%
AI
100% 100%
100% 100%
DevOps Tools
0% 0%
0% 0%
Developer Tools
100% 100%

User comments

Share your experience with using Continuous and dstack. For example, how are they different and which one is better?

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Social recommendations and mentions

Recommendations tracked on public social media and blogs since March 2021.

Continuous 1 mention
dstack 1 mention
  • The FAANG Market Is Fading
    Yes, I actually liked VS Code a lot, and I was an emacs user before that. MSVS is pretty good too. I am still using F# here and there for small, personal projects but I use my iPad Pro (2015) with Frank Kruger's [1] Continuous app[2], an... - Source: Hacker News / almost 5 years ago
  • [P] I built a tool to compare cloud GPUs. How should I improve it?
    I also noticed that the creator of this app, dstack, is affiliated with Tensordock, the top results for most if not all queries. If that's the case, perhaps a direct link to the cheapest machine could be provided? I haven't used... Source: almost 3 years ago

Alternatives to Continuous and dstack

When comparing Continuous and dstack, you can also consider the following products.

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