
Anvil.works
FastAPI
Gradio
Ollama
Hugging Face
Flet
Voilà
Turn python scripts into beautiful ML tools

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Which is more popular?
Based on our record, Streamlit seems to be more popular. It has been mentioned 222 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | streamlit.io | phpscriptsonline.com |
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What each product offers, as listed by its team.


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


Overall verdict
Why this product is good
Recommended for
Streamlit is ideal for data scientists, analysts, and developers looking to rapidly prototype and deploy data-driven applications. It is recommended for those who prioritize simplicity, quick deployment, and seamless integration with Python code. Individuals or teams interested in building dashboards, ML model sharing platforms, or interactive reports will find Streamlit particularly useful.
Overall verdict
Why this product is good
Recommended for
Walkthroughs and reviews on video.
My thoughts on web frameworks in Python and R (PyWebIO vs Streamlit vs R Shiny)
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How often each product is chosen within a category, 0–100% relative to the other.


Share your experience with using Streamlit and PHPScriptsOnline.com. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


App: Streamlit and plain Python. Plant data lives in plants.json, and your saved garden in garden_progress.json. - Source: dev.to / 4 days ago
The stack is small on purpose: Streamlit, one JSON file, and gemma3:1b running locally through Ollama. I picked the 1B Gemma model to find out whether this idea works on an ordinary laptop with no cloud account. On a laptop CPU an answer... - Source: dev.to / 5 days ago
I wrapped the logic in a small, single-process Streamlit app that pulls the newest posts from Hacker News, Reddit, and Lemmy into one sortable table. A few implementation details worth mentioning:. - Source: dev.to / 2 months ago
Tracking PHPScriptsOnline.com since Mar 2021.
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Build beautiful web, desktop, and mobile apps from one Python codebase.
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