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Perma.cc VS dstack

Compare Perma.cc VS dstack and see what are their differences

Perma.cc

Perma.

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?
warmup.rocks
warmup.rocks keeps your CDN cache warm in every edge location worldwide: Cloudflare, Fastly, Akamai, CloudFront and more. Warming from 42 countries, hit-ratio analytics. sponsored
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?

Based on our record, Perma.cc seems to be a lot more popular than dstack. While we know about 14 links to Perma.cc, we've tracked only 1 mention of dstack.

social mentions
14 vs 1
Bookmark Manager popularity
100% vs 0%
alternatives listed
38 vs 14

Base details

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

Perma.cc
dstack
Website perma.cc dstack.ai
Pricing —
Open source
Listed in
Bookmark Manager Bookmarks Utilities Internet Archiving +1
AI Productivity Developer Tools AI Tools +1

Features and specs

What each product offers, as listed by its team.

Perma.cc 5 features
dstack 0 features
  • Permanent Archiving
    Perma.cc allows users to create permanent records of web pages, ensuring that the content is preserved even if the original page changes or is deleted.
  • Ease of Use
    The platform is user-friendly, allowing users to easily create, manage, and access their archived links without requiring technical expertise.
  • Legal and Academic Reliability
    Perma.cc is widely used and recognized by legal professionals and academics for its ability to provide reliable web citations that do not suffer from link rot.
  • Free Access for Non-Profits
    Non-profit organizations and schools often receive free access, enabling cost-effective preservation of web resources critical to research and education.
  • Integration with Libraries
    Perma.cc is integrated with many libraries and institutions, which helps streamline digital permanence for academic research and scholarly commitments.

Possible disadvantages

  • Limited Free Usage
    While Perma.cc offers free access for non-profits, individual free accounts have limitations on the number of links that can be archived without a subscription.
  • Dependence on Institutional Support
    The long-term sustainability of the service relies heavily on institutional backing and ongoing funding, which could be a risk if such support were to wane.
  • Potential Privacy Concerns
    Since Perma.cc archives public snapshots of web pages, there could be privacy considerations for websites or individuals concerned about the storage of sensitive information.
  • Subscription Costs
    For users requiring more extensive archiving capabilities, subscription fees may be prohibitive, particularly for individuals or small organizations.

No features have been listed yet.

Analysis

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

Perma.cc
dstack

No analysis of Perma.cc yet.

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

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
Perma.cc
dstack
100% 100%
Bookmark Manager
0% 0%
0% 0%
Developer Tools
100% 100%
100% 100%
Bookmarks
0% 0%
0% 0%
AI
100% 100%

User comments

Share your experience with using Perma.cc 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.

Perma.cc 14 mentions
dstack 1 mention
  • URL shortener links stored in your ATProto PDS
    I think a happy medium is a link shortener that uses https://perma.cc/ for links. - Source: Hacker News / 3 months ago
  • Wikipedia bans Archive.today after site executed DDoS and altered web captures
    It seems a lot of people havent heard of it, but I think its worth plugging https://perma.cc/ which is really the appropriate tool for something like Wikipedia to be using to archive pages. Mroe https://en.wikipedia.org/wiki/Perma.cc. - Source: Hacker News / 9 months ago
  • Archive.today CAPTCHA page executes DDoS; Wikipedia considers banning site
    I found it valuable to read archive.is owner's blog: https://lj.rossia.org/users/archive_today/ Personally I am finding this situation problematic and am seeking immediate replacement. Wayback Machine seems better but I am thinking of... - Source: Hacker News / 9 months ago

View more

  • [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 Perma.cc and dstack

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

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