If you have spent any time on FinTwit or investing subreddits, you have seen both names come up. Fiscal (formerly FinChat) and Qualtrim both promise the same thing: institutional-grade fundamental data without the Bloomberg Terminal price tag. But they are not solving the same problem in the same way, and picking the wrong one means paying for features you will never open.
Here is the honest breakdown.
The short answer
Fiscal.ai is the deeper, broader research terminal. It is built for people who want to dig into filings, build custom screeners, compare companies side by side, and even pull data through an API.
Qualtrim is the leaner, cheaper option built around a clean dashboard, DCF calculators, and simple KPI charts. It is aimed at retail investors who want fast answers, not a full terminal.
If you want depth and are willing to pay for it, Fiscal.ai wins. If you want something fast, visual, and inexpensive for long-term investing decisions, Qualtrim wins.
What Fiscal.ai actually does well
Fiscal.ai started as FinChat and rebranded after raising a Series A, and the product has scaled with the funding. Its core strengths:
Financial statement depth. Access to 50,000+ companies with years of historical financials, not just the last few quarters.
Company comparisons. A fundamental charting tool that lets you stack two or more companies against each other on the same metric, for example comparing same-store sales between two retailers over 12 quarters.
Custom screeners. Choose from 40,000+ metrics to build a screener that matches your exact criteria, not a generic preset list.
AI Copilot. A natural language interface so you can ask questions about a company instead of hunting through menus.
Earnings calls and transcripts. Full investor relations content, including slides and hedge fund letters, bundled into the platform.
API and MCP connectors. If you want to pull Fiscal.ai's data into your own tools or AI workflows, it has a documented API. Qualtrim does not offer this.
The tradeoff is that Fiscal.ai has no dedicated mobile app. It is a web and API product, so if you research from your phone during the day, that is a real limitation.
What Qualtrim actually does well
Qualtrim is newer and smaller, but it is not thin on features. It covers:
AI-powered stock analysis summaries
A DCF calculator built into the platform
30+ years of historical financial data on covered companies
Custom KPI tracking
An earnings calendar
Portfolio insight tools
Where Qualtrim wins is price and simplicity. It has consistently marketed a 7-day free trial with paid plans starting around $8 a month, which is a fraction of what Fiscal.ai's paid tiers cost. For someone who checks a handful of stocks a month and wants a clean visual read on the numbers, that is a low bar to clear.
The tradeoff is coverage and depth. Qualtrim is not trying to be a full terminal. If you need 40,000 custom metrics, an API, or transcripts from every earnings call, you will hit a wall faster than you would on Fiscal.ai.
Side-by-side comparison
Category | Fiscal.ai | Qualtrim |
|---|---|---|
Best for | Deep fundamental research, screening, comparisons | Fast, visual analysis on a budget |
Data history | 50,000+ companies, multi-year filings | 30+ years on covered companies |
Screener | 40,000+ custom metrics | Basic custom KPIs |
AI features | Copilot, natural language search | AI-powered summaries |
DCF tools | Templates available | Built-in calculator |
API access | Yes, plus MCP connectors | No |
Mobile app | No dedicated app | Not a core focus |
Pricing | Free tier plus paid plans, positioned as premium | Free trial, paid plans priced low, around $8/mo |
Company stage | Series A funded, larger team | Newer, smaller platform |
Where they actually overlap
Both tools cover the basics an investor needs: financial statements, ratios, some form of AI assistance, and a way to track a watchlist or portfolio. Neither one auto-syncs with your broker the way a portfolio tracker does. You are still importing or entering holdings manually in both cases. If a broker sync is a dealbreaker for you, neither platform solves that on its own, and you should look at dedicated portfolio trackers instead.
Who should pick Fiscal.ai
You do deep single-stock or industry comparison work regularly
You want to build custom screens with metrics beyond the standard P/E and margins
You want API access to pipe data into your own spreadsheets or AI tools
You do not mind paying more for a fuller feature set
Who should pick Qualtrim
You are a long-term investor who checks a handful of names periodically
You want a clean, visual dashboard without a learning curve
Budget matters and you do not need an API or advanced screener
You want the DCF calculator and earnings calendar without extra clutter
The bottom line
Fiscal.ai and Qualtrim are not direct competitors fighting over the same user. Fiscal.ai is chasing the research terminal category, competing with names like Stock Analysis and Koyfin, while Qualtrim is chasing the affordable, everyday investor who wants clarity without complexity. Try both on their free trials before committing. The right pick depends on how deep you actually go into the numbers, not on which one has the flashier landing page.