Software Alternatives & Reviews

neptune.ai VS Gradio

Compare neptune.ai VS Gradio and see what are their differences

neptune.ai logo neptune.ai

Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

Gradio logo Gradio

Build & share machine learning apps delightfully.
  • neptune.ai Landing page
    Landing page //
    2023-08-24

Track and version your notebooks Log all your notebooks directly from Jupyter or Jupyter Lab. All you need is to install a Jupyter extension.

Manage your experimentation process Neptune tracks your work with virtually no interference to the way you like to do it. Decide what is relevant to your project and start tracking: - Metrics - Hyperparameters - Data versions - Model files - Images - Source code

Integrate with your workflow easily Neptune is a lightweight extension to your current workflow. Works with all common technologies in data science domain and integrates with other tools. It will take you 5 minutes to get started.

  • Gradio Landing page
    Landing page //
    2023-05-11

neptune.ai videos

Machine Learning Experiment Management with Neptune.ai - How to start

Gradio videos

Build a Grammar Correction Python App with Gramformer and Gradio

More videos:

  • Tutorial - How to deploy machine learning model as an app in Python using Gradio
  • Tutorial - Build your ChatGPT Clone in Python with OpenAI API and Gradio - End-to-End Tutorial

Category Popularity

0-100% (relative to neptune.ai and Gradio)
Data Science And Machine Learning
Machine Learning
45 45%
55% 55
Data Science Notebooks
100 100%
0% 0
Developer Tools
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 neptune.ai and Gradio

neptune.ai Reviews

  1. Easy to use, not overdone, good for model management and collab

    Only negative is I didn't see it integrated with Azure, does with Google, AWS and one more. Looks real nice, and pretty powerful and plenty useful features for a data science group

Gradio Reviews

We have no reviews of Gradio yet.
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Social recommendations and mentions

Gradio might be a bit more popular than neptune.ai. We know about 27 links to it since March 2021 and only 22 links to neptune.ai. 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.

neptune.ai mentions (22)

  • A list of SaaS, PaaS and IaaS offerings that have free tiers of interest to devops and infradev
    Neptune.ai - Log, store, display, organize, compare, and query all your MLOps metadata. Free for individuals: 1 member, 100 GB of metadata storage, 200h of monitoring/month. - Source: dev.to / 3 months ago
  • Show HN: A gallery of dev tool marketing examples
    Hi I am Jakub. I run marketing at a dev tool startup https://neptune.ai/ and I share learnings on dev tool marketing on my blog https://www.developermarkepear.com/. Whenever I'd start a new marketing project I found myself going over a list of 20+ companies I knew could have done something well to “copy-paste” their approach as a baseline (think Tailscale, DigitalOCean, Vercel, Algolia, CircleCi, Supabase,... - Source: Hacker News / 7 months ago
  • How to structure/manage a machine learning experiment? (medical imaging)
    There are a lot of tools out there for experiment tracking (eg neptune.ai), but I'm really not sure whether that sort of thing is over the top for what I need to do. Source: 8 months ago
  • How to grow a developer blog to 3M annual visitors? with Jakub Czakon (Neptune.ai)
    Welcome to another episode of The Developer-led Podcast, where we dive into the strategies modern companies use to build and grow their developer tools. In this exciting episode, we're joined by Jakub Czakon, the CMO at Neptune.ai, a startup that assists developers in efficiently managing their machine-learning model data. Jakub is renowned not only for his role at Neptune.ai but also for his developer marketing... - Source: dev.to / 9 months ago
  • [D] Is there any all in one deep learning platform or software
    Tbh I have done a pretty good search on this topic, I couldn't find any. I thought maybe community could help me find one, if people like you (who works at neptune.ai) have the same opinion then it is what it is :). Anyway thank you for the suggestions that you gave, probably gonna use that. Source: 10 months ago
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Gradio mentions (27)

  • AI enthusiasm #10 - Summarize PDFs with AI🗎
    We can quickly leverage our python knowledge to implement and deploy a text summarization chatbot, using pretrained AI models and the frontend framework I already described several times, gradio. - Source: dev.to / 1 day ago
  • Unlimited free messages - we're bringing the website back!
    Current version of the "AI battleground" is super shit, this is largely because I picked the wrong framework to build it (gradio.app -- it's good for prototyping but terrible for production, as I've learned). The game-plan is to bring this in-app over the next 2 weeks. Latency will be improved and UX should be a lot better. Bear with us, lots of exciting stuff in the pipeline (audio for ultra, new way for us to... Source: 11 months ago
  • Show HN: We are building open-source IDE powered by AI agents that work for you
    We've been building devtools for years now. We're really passionate about the field. The most recent thing we built is https://usedevbook.com. The goal was to build a simple framework/UI for companies to demo their APIs. Something like https://gradio.app but for API companies. It's been used for example by Prisma - we helped them build their playground with it - https://playground.prisma.io/ Our new project - e2b... - Source: Hacker News / about 1 year ago
  • Launch HN: Pynecone (YC W23) – Web Apps in Pure Python
    I assume GP is referring to frameworks like Gradio (https://gradio.app/) and to a lesser extent Streamlit. Existing web UI frameworks for Python are somewhat opinionated around particular use cases, of which AI/ML is a prominent one. - Source: Hacker News / about 1 year ago
  • Final Year Project Ideas for Undergrad Students
    For making the UI I would recommend that you check out Gradio, it's a fantastic library that allows you to make UI for your ml projects ⁠_⁠^. Source: about 1 year ago
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What are some alternatives?

When comparing neptune.ai and Gradio, you can also consider the following products

Comet.ml - Comet lets you track code, experiments, and results on ML projects. It’s fast, simple, and free for open source projects.

Streamlit - Turn python scripts into beautiful ML tools

Algorithmia - Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.

Hugging Face - The Tamagotchi powered by Artificial Intelligence 🤗

Weights & Biases - Developer tools for deep learning research

Anvil.works - Build seriously powerful web apps with all the flexibility of Python. No web development experience required.