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Medium VS llama.cpp

Compare Medium VS llama.cpp and see what are their differences

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Contents:
  1. ยป Base Details
  2. ยป Videos
  3. ยป Reviews
  4. ยป Alternatives

Medium logo Medium

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

llama.cpp logo llama.cpp

LLM inference in C/C++. Contribute to ggml-org/llama.cpp development by creating an account on GitHub.
  • Medium Landing page
    Landing page //
    2023-07-08
Not present

Medium features and specs

  • User-Friendly Interface
    Medium offers an easy-to-use interface that makes it simple for anyone to start writing and publishing content without any technical knowledge.
  • Built-in Audience
    The platform has a large and active user base, so new content has the potential to reach a wide audience quickly.
  • Publishing Tools
    Medium provides versatile publishing tools that support text, images, and various media formats, which helps in creating rich and engaging content.
  • SEO Benefits
    Articles posted on Medium tend to rank well in search engine results, thanks to the platform's high domain authority.
  • Community and Interaction
    Medium encourages reader engagement through comments, claps, and highlights, fostering a sense of community among writers and readers.

Possible disadvantages of Medium

  • Monetization
    While Medium has a Partner Program, it may not be as lucrative as other methods of monetization available on independent blogging platforms.
  • Control and Customization
    Medium offers limited customization options compared to dedicated blog platforms like WordPress, restricting how you can brand and personalize your blog.
  • Content Ownership
    By publishing on Medium, you agree to their terms and conditions, which may include giving up some control over how your content is used and distributed.
  • Paywall Issues
    Some articles are placed behind a paywall, which might limit the reach of your content if you want it to be freely accessible to everyone.
  • Dependency on Platform
    Relying solely on Medium means that any changes to the platform's policies or algorithms can directly impact your reach and engagement.

llama.cpp features and specs

  • Performance
    llama.cpp is designed to run efficiently on a wide range of hardware, from high-end GPUs to more modest CPUs, making it highly adaptable and performant in various environments.
  • Portability
    The codebase is lightweight and can be compiled across different operating systems including Linux, macOS, and Windows, ensuring wide accessibility and ease of deployment.
  • Ease of Use
    The repository provides comprehensive documentation and examples, making it easier for developers to integrate and utilize the library in their projects.
  • Community Support
    Being an open-source project, llama.cpp benefits from community contributions, which help in its continuous improvement and maintenance.
  • Flexibility
    It allows developers to customize and extend the functionality to better fit specific use cases or integrate with other tools and systems.

Possible disadvantages of llama.cpp

  • Limited Features
    Compared to some other machine learning libraries or frameworks, llama.cpp may have fewer out-of-the-box features, requiring more custom development for certain applications.
  • Complexity for Beginners
    Despite good documentation, users without a solid background in machine learning or programming may find it difficult to fully utilize the libraryโ€™s capabilities.
  • Scalability
    While llama.cpp is designed to be performant, scaling it for very large datasets or extensive tasks might require significant optimization or additional resources.
  • Dependency Management
    As with many open-source projects, managing dependencies and ensuring compatibility with evolving third-party libraries can be challenging.

Analysis of Medium

Overall verdict

  • Medium can be considered a good platform for those who enjoy a wide array of content and appreciate quality writing on diverse subjects. However, the value of Medium depends on individual preferences and whether the topics and writing styles align with what the reader is looking for.

Why this product is good

  • Medium offers a diverse range of articles from both professional and amateur writers, providing readers with numerous perspectives on various topics. Its clean user interface and ease of use make it an appealing platform for both writers and readers. The platform also supports monetization for writers, allowing them to earn from their content.

Recommended for

    Medium is recommended for avid readers seeking a variety of topics ranging from personal development to technology. It's also ideal for writers looking to publish their work to a broad audience and potentially earn revenue through the platform's Partner Program.

Analysis of llama.cpp

Overall verdict

  • llama.cpp is an excellent, high-performance open-source project that has become the de facto standard for running large language models locally on consumer hardware with minimal dependencies.

Why this product is good

  • Written in efficient C/C++ with no heavy dependencies, enabling fast inference even on CPUs
  • Supports GGUF quantization allowing large models to run on limited RAM and modest hardware
  • Cross-platform support including Windows, macOS, Linux, and even mobile and embedded devices
  • Hardware acceleration via CUDA, Metal, Vulkan, ROCm, and more
  • Extremely active community and rapid development with frequent updates and broad model support
  • Free and open-source under the MIT license, with a large ecosystem of tools and bindings built around it

Recommended for

  • Developers wanting to run LLMs locally without cloud dependencies
  • Privacy-conscious users who need offline inference
  • Hobbyists and researchers experimenting with quantized models on consumer hardware
  • Applications requiring lightweight, embeddable LLM inference
  • Users with limited GPU resources who need efficient CPU-based inference

Medium videos

+ Add

Medium Review - with Tom Vasel

More videos:

  • Review - Starting a blog on Medium.com? Watch this FIRST.
  • Review - The Medium Review
  • Review - The Medium - Before You Buy
  • Review - I recommend: The Medium (Review)

llama.cpp videos

+ Add

Local AI just leveled up... Llama.cpp vs Ollama

More videos:

  • Review - AMD Mi50 32GB Speed Test: Ollama vs Llama.cpp (GPT-OSS & Qwen3 Benchmarks)
  • Review - Ollama vs VLLM vs Llama.cpp: Best Local AI Runner in 2026?

Category Popularity

0-100% (relative to Medium and llama.cpp)

Medium

llama.cpp

Blogging
100 100%
Blogging
0% 0
AI
0 0%
AI
100% 100
Blogging Platform
100 100%
Blogging Platform
0% 0
LLM
0 0%
LLM
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 Medium and llama.cpp

Medium Reviews

19 Best WordPress Alternatives in 2025
Medium focuses on thoughtful content and community engagement. It offers a user-friendly interface, a large readership base, and various features for writers and readers.
Source: www.pixpa.com
25+ Medium Alternative Platforms for Publishing Articles
Medium is an online platform that was created in 2012 by Evan Williams. It is a place for people to share their thoughts and ideas on various topics. Medium has about 100 million monthly visitors, which makes it one of the most popular platforms for publishing articles.
Source: forgefusion.io
10 Best Medium Alternatives for Reading and Publishing
From thะต simplicity of Ghost to thะต vะตrsatility of Substack, thะตrะตโ€™s a homะต for ะตvะตryonะต seeking great Medium alternatives. Thะตsะต altะตrnativะตs offะตr a world of possibilitiะตs for rะตadะตrs and authors alikะต. Whะตthะตr youโ€™rะต in sะตarch of a uniquะต platform to sharะต your thoughts or want to read frะตsh contะตnt, thะตsะต platforms havะต somะตthing spะตcial to offะตr. All in all, we...
Source: www.geeksforgeeks.org
9 Best Medium Alternatives for Making Money With Your Writing in 2023
Substack and Medium differ primarily in their monetization methods. Medium pays creators based on reader engagement, while Substack enables writers to monetize directly through paid subscriptions to their newsletters. This business model allows Substack users to build a direct relationship with their readers via their email inboxes, whereas Medium interactions primarily...
Source: www.authorityhacker.com
How to Choose the Best Blogging Platform in 2021 (Compared)
Medium works much like a social networking site where you can create an account and start publishing your articles. After you sign up, youโ€™ll have a profile address like this: https://medium.com/@yourname. But you cannot use your own domain.
Source: www.wpbeginner.com

llama.cpp Reviews

We have no reviews of llama.cpp yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Medium seems to be a lot more popular than llama.cpp. While we know about 3076 links to Medium, we've tracked only 13 mentions of llama.cpp. 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.

Medium mentions (3076)

  • GLM5.2 on AMD MI355X at 2626 tok/s/node at over 2x lower cost than Blackwell
    Not a new phenomena - performance per dollar has been fairly steadily exponentialling since 1900 or so 1900 - 2010 https://www.thekurzweillibrary.com/exponential-growth-of-computing 1939 - 2023 https://medium.com/@timventura/kurzweils-law-for-the-ai-age-b00e82c84d5c. - Source: Hacker News / about 16 hours ago
  • The Egg Bandits Made a Thousand Times the Fine They Just Paid for Price Fixing
    QB House and its many imitators would like a word. It's a genuine mystery to me why these "fast haircut" chains are ubiquitous in Asia but unknown in the West. https://medium.com/@justin.tan/qb-house-back-to-basics-business-model-innovation-in-the-mens-haircutting-industry-c23893095e13. - Source: Hacker News / 2 days ago
  • Fable 5 Is Back
    It has. We can see 3.5 started with text adventure games https://medium.com/@duncanariey/using-chatgpt-to-make-the-ittiest-bittiest-text-based-adventure-game-f642e8da4dad and with 4.0 it moved up to pong https://x.com/skirano/status/1635736107949195278 As the generations increase, so too has the complexity of the games it can one-shot. - Source: Hacker News / 3 days ago
  • Ask HN: Who wants to be hired? (July 2026)
    Location: San Diego, CA Remote: Yes Willing to relocate: Maybe. Technologies: I'm a full-stack growth marketer with enough coding chops to prototype MVPs. Worked in the blockchain sector for the past 7 years and would like to transition into an AI-enabled consumer product. Some of my writing (before AI/LLMs) straight from the dome: https://medium.com/@dilanka Resume/Work: https://tinyurl.com/bdzez9cv Email:... - Source: Hacker News / 3 days ago
  • Why Jet Engines Aren't "Made in China"
    Not ballpoint pens. Ballpoint pen tips. In that regard, China joins three other countries - Switzerland, Japan and Germany. The article below gives a general explanation on the precision manufacturing required to make them, and the repercussions of said achievement. https://medium.com/@topbosstalk/how-ballpoint-tips-became-chinas-toughest-lesson-in-precision-f4f58c10ced7. - Source: Hacker News / 4 days ago
View more

llama.cpp mentions (13)

  • Ask HN: How close are we to local LLM models being useful? What's the impact?
    A good place to browse is the LocalLLaMa subreddit. [0] A good software to start is LM Studio [1]. Another popular alternative is Ollama [2]. A better software when you're used to it all is llama.cpp as it's usually a bit faster and more frequently updated [3]. A good place to get models is HuggingFace, particularly the Unsloth models [4] Most popular models lately to run on "regular" gaming PC's, workstations,... - Source: Hacker News / 12 days ago
  • llama-bench skipped FA on capable GPUs โ€” b9437 corrects it
    Yes, for a local source build: pull the latest commit from ggml-org/llama.cpp and recompile. Tagged binary releases lag the continuous builds. Check the GitHub releases page for a pre-built artifact if you want to skip compilation, but verify the build number includes the b9437 changes before treating it as current. - Source: dev.to / 16 days ago
  • Introducing LlamaStash: a zero-overhead, terminal-native llama.cpp launcher
    That script grew up. Today I'm releasing LlamaStash, the first public release of a fast, cross-platform, terminal-native launcher for llama.cpp with zero overhead. - Source: dev.to / about 1 month ago
  • How fast is LlamaStash? Overhead, throughput, and a fair comparison with Ollama and LM Studio
    LlamaStash spawns the unmodified upstream llama-server. So three different questions follow from that, and there is a benchmark suite for each. - Source: dev.to / about 1 month ago
  • Why MTP doesn't speed up your llama.cpp inference (and how to actually fix it)
    Last week, I spent two days banging my head against a wall. I had just spun up a fresh llama.cpp build with multi-token prediction (MTP) support, loaded a quantized Qwen3 model, and ran my benchmark suite expecting that sweet 2-3x speedup everyone keeps talking about. - Source: dev.to / about 2 months ago
View more

What are some alternatives?

When comparing Medium and llama.cpp, you can also consider the following products

Ghost - Ghost is a fully open source, adaptable platform for building and running a modern online publication. We power blogs, magazines and journalists from Zappos to Sky News.

LM Studio - Discover, download, and run local LLMs

DEV.to - Where software engineers connect, build their resumes, and grow.

Ollama - The easiest way to run large language models locally

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.

Ava PLS - Desktop app for running LLMs locally

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