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AI · alternatives · 2026

24 alternatives to LLM Attention Visualization

I often need to convert times between time zones, so I built this tool to convert between them quickly and efficiently. 1. Add the cities you want to convert between (this is saved in the browser). 2. Drag on the map until the time on the source city is the time you want. 3. Look at the time at the other city. It's even more helpful to use on a phone since it doesn't require typing to convert between time zones or look up the time in another city (assuming you already added the cities you care about). If you need to convert a time far in the future, you can input the date and time in the…

LLM Attention Visualization is an interactive tool that shows how transformer-based language models work during text generation. Users can hover over or tap generated tokens to see which previous tokens influenced… Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes.

  1. 1

    Hi HN! I've found this visualization tool immensely helpful over the years for getting an intuition for how an LLM "sees" some piece of text, and with a bit of elbow grease decided to move all compute to client side so I could make it publicly available. I've found it particularly useful for - Understanding exactly how repetition and patterns affect a small LM's ability to predict correctly - Understanding different tokenization patterns and how it affects model output - Getting a general sense of how "hard" different prediction tasks are for GPT-style models Known problems (that I probably…

    2023 · perplexity.vercel.app · its alternatives →

  2. 2
    Left▲337

    Visualizing time in interactive dots - one dot, one moment

    2025 · apps.apple.com · its alternatives →

  3. 3
    Twigg▲157

    Hi HN, we’re Jamie and Matti, co-founders of Twigg. During our master’s we continually found the same pain points cropping up when using LLMs. The linear nature of typical LLMs interfaces - like ChatGPT and Claude - made it really easy to get lost without any easy way to visualise or navigate your project. Worst of all, none of them are well suited for long term projects. We found ourselves spending days using the same chat, only for it to eventually break. Transferring context from one chat to another is also cumbersome. We decided to build something more intuitive to the ways humans think.…

    2025 · twigg.ai · its alternatives →

  4. 4

    Inspectus allows you to create interactive visualizations of attention matrices with just a few lines of Python code. It’s designed to run smoothly in Jupyter notebooks through an easy-to-use Python API. Inspectus provides multiple views to help you understand language model behaviors. If you have any questions, feel free to ask!

    2024 · github.com · its alternatives →

  5. 5VI

    Hi HN, We've just published a lot of original, visual, and intuitive explanations of concepts to introduce people to large language models. It's available for free with no sign-up needed and it includes text articles, some video explanations, and code examples/notebooks as well. And we're available to answer your questions in a dedicated Discord channel. You can find it here: https://llm.university/ Having written https://jalammar.github.io/illustrated-transformer/, I've been thinking about these topics and how best to communicate them for half a…

    2023 · its alternatives →

  6. 6

    Enter a topic and get a learning mind map generated by an LLM with links to learn more about each subtopic. You can use it with local models (through Ollama) or external models. If you have any feedback, please share it! Hope it's useful Demo: https://youtu.be/Y-9He-tG3aM

    2024 · github.com · its alternatives →

  7. 7

    Find your best LLM for a local inference

    2023 · its alternatives →

  8. 8

    Simple tool to share your availability as plain text. Select time slots, convert timezones, copy and send. No calendar links needed.

    2020 · whattime.today · its alternatives →

  9. 9

    To know what models don't say out loud. Contribute to ninjahawk/Subtext development by creating an account on GitHub.

    Jul 2026 · github.com · its alternatives →

  10. 10

    Christmas project from a personal need to find ideal locations.

    2024 · godview.ai · its alternatives →

  11. 11
    Klok▲192

    A quick and handy time zone converter widget for iOS

    2015 · buuuk.com · its alternatives →

  12. 12

    Automatically show an event in the visitors local time.

    2017 · its alternatives →

  13. 13IG

    Data automation and visualization platform for spreadsheet users.

    2024 · columns.ai · its alternatives →

  14. 14

    ThoughtDAG indexes local agent conversations across tools, finds the turns relevant to your work, and turns them into editable context graphs.

    Aug 2026 · chenxiachan.github.io · its alternatives →

  15. 15

    Scheduling meetings across multiple time zones has always been painful for me, especially across daylight saving time transitions. So I built a visual timeline that makes it easy to find overlapping availability. Add your locations, drag to select a time range, and share a link. Recipients see the proposed times in their local time zone automatically. A few things that might be interesting: * Location search over GeoNames with fuzzy matching using weighted edit distance, so typos and partial names still resolve correctly. * Shareable links encode the selected time range and locations in a…

    Mar 2026 · timezoneapp.co · its alternatives →

  16. 16
    TimeGPT▲101

    Streamline your time and boost productivity with TimeGPT

    2023 · timegpt.vercel.app · its alternatives →

  17. 17

    We developed a new framework that enables flexible control of generated text in language models. By combining several models and/or system prompts in one mathematical formula, it lets you tweak your style and combine model outputs with ease. A handy tool for those working with LLMs, looking for more fine-grained control of stylistic output. More details in our paper: https://arxiv.org/abs/2311.14479. Feedback and potential applications are welcome.

    2023 · github.com · its alternatives →

  18. 18

    Convert timezones faster than ever!

    2020 · timetravel.sharath.app · its alternatives →

  19. 19TT

    Simulate anything on a map from a text prompt -- and conduct risk analysis against LiveUA map's global realtime data points from social media and news sources. I trained a GPT-2-size model on historical incident data used to predict things that will go wrong. As historian Benjamin Breen mentions, the leading language models are good historians, so the application will simulate historical events pretty well also. I include a Multi-Agent RL Urban Mobility model in progress displayed on the map as small white cubes representing traffic and pedestrians. Around SF, it uses real census data and…

    2025 · mused.com · its alternatives →

  20. 20

    An interactive visualization of the evolution of LLM's

    2025 · llmtimeline.web.app · its alternatives →

  21. 21GI

    Visualize your collected Google Location History data using an interactive heatmap directly in your browser.

    2014 · theopolisme.github.io · its alternatives →

  22. 22

    I’ve been building an interactive 3D + 2D visualization of GPT-2. It displays real activations and attention scores extracted from GPT-2 Small (124M) during a forward pass. The goal is to make it easier to learn how LLMs work by showing what is happening inside the model. The 3D part is built with Three.js, and the 2D part is built with plain HTML/CSS/JS. Would love to hear your thoughts or feedback!

    Mar 2026 · llm-visualized.com · its alternatives →

  23. 23

    TL;DR: You can’t fix what you can’t see. I built a tool that pulls apart LLM context into meaningful components that you can see, measure, and then...

    Oct 2025 · blog.nilenso.com · its alternatives →

  24. 24

    Test and compare results from Large Language Models (LLMs) simultaneously, including Anthropic's Claude 1.2, OpenAI's GPT-4, GPT-3.5 turbo, and Cohere's CommandXL Nightly. Analyze the results side-by-side in a single UI on top of LLM APIs.

    2023 · retool.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →