Software Alternatives, Accelerators & Startups

marimo VS DEV.to

Compare marimo VS DEV.to and see what are their differences

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marimo logo marimo

The next-generation Python notebook

DEV.to logo DEV.to

Where software engineers connect, build their resumes, and grow.
Not present
  • DEV.to Landing page
    Landing page //
    2023-05-13

marimo features and specs

No features have been listed yet.

DEV.to features and specs

  • Community Engagement
    DEV.to offers an active and supportive community of developers where users can share knowledge, seek advice, and collaborate on projects. This fosters a sense of belonging and continuous learning.
  • Ease of Use
    The platform provides a straightforward and user-friendly interface, making it easy for users to publish content, engage with other posts, and navigate through various resources.
  • Content Diversity
    DEV.to features a wide range of topics related to software development, from beginner tutorials to advanced technical articles. This diversity makes it a valuable resource for developers at all skill levels.
  • Open Source and Transparency
    DEV.to is built on open-source software, which promotes transparency and allows users to contribute to the platformโ€™s development. This aligns with the core values of many developers.
  • Cross-Posting Capabilities
    Users can easily cross-post articles from their personal blogs or other platforms, increasing their contentโ€™s reach and visibility without significant additional effort.

Possible disadvantages of DEV.to

  • Content Quality Variation
    Given its open nature, the quality of content on DEV.to can be inconsistent. Users may need to sift through a mix of high-quality and less useful posts to find valuable information.
  • Platform-Specific Features
    Some features and optimizations are tailored specifically for the DEV.to platform, which might not translate well if the content is shared elsewhere.
  • Limited Advanced Customization
    While the platform is user-friendly, it offers limited customization options for articles and personal profiles compared to more robust blogging platforms.
  • Visibility Challenges
    With a large user base, it can be challenging for new users or less popular posts to gain traction and visibility unless they are highly engaging or promoted.
  • Distraction Potential
    The platform's social features, such as discussions and notifications, can sometimes be distracting, potentially impacting productivity for users who are easily sidetracked.

Analysis of marimo

Overall verdict

  • marimo is an excellent modern reactive notebook for Python that solves many of the pain points associated with traditional notebooks like Jupyter, making it a strong choice for reproducible, interactive, and shareable data work.

Why this product is good

  • Reactive execution model automatically re-runs dependent cells when a variable changes, eliminating hidden state and out-of-order execution bugs common in Jupyter
  • Notebooks are stored as pure Python (.py) files, making them git-friendly, easy to diff, and importable as modules or executable as scripts
  • Built-in interactive UI elements (sliders, dropdowns, tables) that bind directly to Python variables without callbacks or extra frameworks
  • Can be deployed as interactive web apps or dashboards directly from the notebook, blurring the line between exploration and production
  • Open source with active development and a growing community, plus fast performance and a clean, modern interface

Recommended for

  • Data scientists and analysts who want reproducible, bug-free notebook workflows
  • Developers who value version control and want notebooks that work well with git
  • Educators and teams building interactive dashboards or demos from Python code
  • Anyone frustrated with Jupyter's hidden state and out-of-order execution issues
  • Researchers who need to share reproducible, executable analyses

Analysis of DEV.to

Overall verdict

  • Yes, DEV.to is considered a good platform for developers looking to connect with peers, stay updated with industry trends, and share their knowledge.

Why this product is good

  • DEV.to is a popular online community for software developers where they can share articles, tutorials, and insights related to programming and technology. It's known for its supportive environment, user-friendly interface, and the diversity of content, making it a good resource for learning and networking.

Recommended for

  • Aspiring software developers seeking learning resources and mentorship.
  • Experienced developers looking to share knowledge and contribute to the community.
  • Individuals interested in keeping up with the latest trends and discussions in technology.

marimo videos

Marimo Notebooks Intro | Charting Python's rise in popularity

More videos:

  • Review - Python notebooks: Marimo vs. Jupyter
  • Review - The Next Generation Of Python Notebook: Getting Started With marimo

DEV.to videos

Ben Halpern founder of Dev.To & The Practical Dev

Category Popularity

0-100% (relative to marimo and DEV.to)
Data Visualization
100 100%
0% 0
CMS
0 0%
100% 100
Text Editors
100 100%
0% 0
Blogging
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare marimo and DEV.to

marimo Reviews

We have no reviews of marimo yet.
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DEV.to Reviews

  1. It is a nice mini-blog, it's for free and such but

    As a mini-blog, it is a nice alternative for Medium to publish and share information about programming.

    However, the community and the organization are biased toward social justice (and they are open to it). You can read its Code of Conduct, it is so vague and politically leads (I prefer a term of service because it defines fair rules for everybody). So it alienates developers that we don't care about politics in pro of people that want to talk about any other topic such as sexuality, how women are unprivileged, and such. It even mandates to use inclusive language. Good grief.

    My main complaint is the quality of the community. It is not StackOverflow (so we don't want to ask for an answer here), and most of the top topics are clickbait, such as "how to become a rockstar developer in ... days", "100 tips to become a better programmer" (and it doesn't even talk about programming).

    Technically this "mini blog" site allows us to use markdown, and it is okay. However, the whole experience is really basic. Even the template is ugly.

    ๐Ÿ Competitors: Medium
    ๐Ÿ‘ Pros:    Free
    ๐Ÿ‘Ž Cons:    Social justice|Basic features|Quality of content

Best Forums for Developers to Join in 2025
The 'dev.to' forum is a great place for developers to find answers, share their knowledge, and learn from others. It's a place for people to talk about their projects, ask questions, and get feedback.
Source: www.notchup.com
Top 10 Developer Communities You Should Explore
One of Dev.toโ€™s unique features is its focus on the human side of coding. Developers often share their personal stories, career journeys, and lessons learned, creating a sense of camaraderie within the community. The platform also encourages content creators by providing a clean and user-friendly interface for writing and sharing articles.
Source: www.qodo.ai

Social recommendations and mentions

Based on our record, DEV.to seems to be a lot more popular than marimo. While we know about 662 links to DEV.to, we've tracked only 15 mentions of marimo. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

marimo mentions (15)

  • Pluto.jl 1.0 release โ€“ reactive notebook for Julia
    Pluto is great. I use it all the time. If you like the reactivity/reproducibility but are wedded to Python, you might want to check out Marimo, which is also great. [https://marimo.io/] It too puts the output of a cell above the code so if you're unable to adapt to things that are different it's also probably not for you. FWIW, Observable's Notebooks (Javascript) work the same way: output above the code... - Source: Hacker News / 2 months ago
  • Show HN: I'm tracking 197 known exposures of health data from UK Biobank
    Marimo notebooks give you the best of both worlds (https://marimo.io). - Source: Hacker News / 4 months ago
  • Why DuckDB is my first choice for data processing
    Agree with the author, will add: duckdb is an extremely compelling choice if youโ€™re a developer and want to embed analytics in your app (which can also run in a web browser with wasm!) Think this opens up a lot of interesting possibilities like more powerful analytics notebooks like marimo (https://marimo.io/) โ€ฆ and thatโ€™s just one example of many. - Source: Hacker News / 7 months ago
  • Building SSR-Friendly Avatars with In-Browser AI: How I Trained Python Models and Ported Them to TensorFlow.js
    The training pipeline uses Marimo notebooks (think Jupyter, but reactive). Models are quantized to uint8 and served via CDN. Total bundle for a predictor: up-to 2MB. - Source: dev.to / 8 months ago
  • Installing & Working with Python - in Ubuntu 24.04
    Marimo is a Jupyter notebook with each cell being somewhat logically connected to each other. That's way if you update the value of a variable in a cell and re-run it, related values in other cells will be auto-updated and auto-run. This is called reactive execution. Thus the notebook can act as a single python script or app and has an extension of .py instead of .ipynb. - Source: dev.to / 9 months ago
View more

DEV.to mentions (662)

  • Your first Fitz LiveViews component, twice: SSR and WASM from one source
    In part 1 I made the pitch: real-time UI in one language, no JavaScript build. Now let's build something and ship it two ways from the same source. - Source: dev.to / 6 days ago
  • My Comment-Reply Queue Draft One Reply to a Thread and It Went Deaf to Every Follow-Up After That
    Def pending(): try: drafted_text = open(DRAFTS, encoding="utf-8").read() except FileNotFoundError: drafted_text = "" drafted_codes = set(re.findall(r"^## (\S+)", drafted_text, re.M)) out = [] for a in api(f"/articles?username={ME}&per_page=100"): if not a["comments_count"]: continue for c in api(f"/comments?a_id={a['id']}"): if not... - Source: dev.to / 10 days ago
  • Domain Search to Render: How the web works behind the scenes
    To think that all of this happens under the hood when Iโ€™m just trying to access YouTube to listen to my favorite music playlists to go through the day is insane! It all happens so quicklyโ€ฆ to think that all eleven of these steps occur instantly when I was first entering a website like https://dev.to, for instance, is mind-blowing. - Source: dev.to / 11 days ago
  • Enjoy the Bubble While It Lasts: The Secret Behind Your AI Bill
    And keep an exit. This is the argument I made about small models from a different angle: the same task that costs $14,000/month at frontier scale often costs approximately nothing on a 4B model running on your own hardware. Not for everything - for the long tail of focused, repetitive work that makes up most of what we actually automate. Knowing which of your workflows would survive a 10x price increase is cheap... - Source: dev.to / 15 days ago
  • From Full-Stack Developer to Tech Lead: Lessons I Learned the Hard Way
    P.S originally it was only daily.dev. Now it is (dev.to)[https://dev.to] as well! - Source: dev.to / 15 days ago
View more

What are some alternatives?

When comparing marimo and DEV.to, you can also consider the following products

Observable - Interactive code examples/posts

WordPress - WordPress is web software you can use to create a beautiful website or blog. We like to say that WordPress is both free and priceless at the same time.

Hyperquery - Data notebook built for speed, visibility, and collaboration

Medium - Welcome to Medium, a place to read, write, and interact with the stories that matter most to you.

Zerve AI - What if Jupyter + Figma + VSCode had a baby?

Hashnode - A friendly and inclusive Q&A network for coders