
SourceForge.net: ShellNewHandler details page

Simply Wall Street
Koyfin
Alpha Spread
AlphaResearch.io
Bedrock AI
Morningstar
YCharts
Enter a US ticker and get structured fundamental research in minutes: fair value, smart-money signals and a Devil's Advocate AI that flags the risks. Research, not advice.

Which is more popular?
Based on our record, ShellNewHandler seems to be more popular. It has been mentioned 2 times since March 2021.
Website, pricing, platforms and company facts side by side.
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| Website | sourceforge.net | ploutos-ai.com |
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| Company | — | Startup from Greece · 2026 |
| Listed in |
In their own words, as submitted to SaaSHub.


No description of ShellNewHandler yet.
Most stock research asks you to trust a number. Ploutos AI shows you where the number came from. Give it a ticker from the NYSE, NASDAQ or AMEX and it runs a multi stage analysis over the company's own SEC filings, and returns: A fair value estimate, with the method stated and every input...
What each product offers, as listed by its team.


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


Overall verdict
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No analysis of Ploutos AI yet.
How often each product is chosen within a category, 0–100% relative to the other.


As answered by people managing ShellNewHandler and Ploutos AI.
Ploutos AI's answer:
Nuxt 3 and Vue on the front end, a Python backend built on FastMCP that talks to SEC EDGAR, SQLite for storage, and Anthropic's Claude models running a multi stage analysis pipeline rather than a single prompt.
Ploutos AI's answer:
Two things. First, provenance: every number in an analysis links back to the SEC filing it was read from, so you can check the work rather than trust it. Second, the Devil's Advocate. After the analysis is written, a second pass argues the bear case against our own findings, and it is published next to the bull case instead of being left as an exercise for the reader. We also publish our track record in full, including the calls that went wrong.
Ploutos AI's answer:
Because it is built to be checked. Most tools give you a score or a rating and ask you to trust the model behind it. Ploutos shows the filing each figure came from, states the method behind the fair value estimate, and then argues against its own conclusion in writing. It is also bilingual in English and Greek, which makes it one of very few places a Greek speaking investor can read structured research on US companies in their own language.
Ploutos AI's answer:
Retail investors who buy individual US companies rather than only index funds, and who want to understand a business before holding it. They are comfortable reading a balance sheet but do not have hours to spend inside a 10-K. A second group is Greek speaking investors in US markets, who have almost no research in their own language.
Ploutos AI's answer:
It started from a boring problem. Understanding one company properly means hours across filings, statements and a dozen tabs, and the tools that promise to shortcut it mostly hand you a number with no way to check it. Ploutos was built the other way round: read the filings, cite every figure, and then attack the conclusion before publishing it. The public track record came from the same instinct, which is that a research tool that only shows its wins is not showing you research.
Share your experience with using ShellNewHandler and Ploutos AI. For example, how are they different and which one is better?
Recommendations tracked on public social media and blogs since March 2021.


Use Shell New Handler. Run the portable app and simply untick the items you don't want to appear in your new context menu. Source: about 4 years ago
I've always used ShellNewHandler for this. It's a really simple portable utility that allows you to remove most of the items from that menu. Tested it out on Windows 11 and it's still compatible. Source: over 5 years ago
Tracking Ploutos AI since Sep 2026.