ARIA Analyst vs Stock Analysis
ARIA Analyst vs Stock Analysis: Data Tables vs AI Decisions
ARIA Analyst vs Stock Analysis (stockanalysis.com) compared honestly. Stock Analysis leads on free data tables; ARIA layers AI scoring and ML on top.
Clean data tables and AI scoring solve different parts of the workflow
Stockanalysis.com has, in our view, become one of the best free sources of clean equity data tables on the public web. Their income statements, balance sheets, cash flow statements, ratios, dividend histories and screener pages are well-designed, fast and largely free. We use it ourselves as a quick reference.
ARIA Analyst is doing a different job. ARIA does not try to compete on raw data table quality; we consume similar data feeds, but we use them as inputs to a multi-agent scoring pipeline that emits a structured decision-support score, an ML probability, a Monte Carlo distribution and a trade setup.
The honest framing: Stock Analysis gives you the data; ARIA gives you a scored read on what the data means right now. Many serious investors use a free data site for the raw numbers and an analytical platform for the synthesis, and we think that pairing makes sense.
When to choose ARIA Analyst
Choose ARIA when you want a synthesized output rather than raw data. Stockanalysis.com excels at showing you the numbers cleanly. ARIA excels at telling you what an analytical pipeline thinks of those numbers today, in the context of macro, sentiment, technical and risk inputs.
Choose ARIA when you need Monte Carlo simulation, ML predictions or walk-forward backtesting. These are decision-support outputs that a data-table site by design does not produce.
Choose ARIA when your workflow extends beyond US equities to crypto, forex, commodities and fixed-income proxies. Stockanalysis.com's focus is, as we read it, primarily US equities and ETFs.
When to choose Stock Analysis (stockanalysis.com)
Choose Stock Analysis when you want fast, clean access to financials, ratios and screening tables. The free tier is genuinely useful and, in our experience, more pleasant to read than many paid alternatives.
Choose Stock Analysis when you do your own synthesis. If you are comfortable building your own view from raw financial data and you do not need a scored output, paying for a layer on top may be unnecessary.
Choose Stock Analysis when budget is tight. The site's free tier covers most data needs for an individual investor, and their Pro tier is competitively priced for the data depth it provides.
Side-by-side comparison
| Feature | ARIA Analyst | Stock Analysis |
|---|---|---|
| Free data tables Stock Analysis wins on free raw data | Some, but not the focus | Extensive free tables for US equities |
| AI multi-agent scoring | 5+ scorers + ML + Bull vs Bear debate | Not part of the product |
| Monte Carlo simulation | 10,000 paths per analysis | Not available |
| ML predictions with confidence | LightGBM + XGBoost ensemble, calibrated | Not the focus |
| Broker integration | Alpaca (paper + live) | Not offered |
| Coverage beyond US equities | Stocks, ETFs, crypto, forex, commodities, fixed income | Primarily US equities and ETFs |
| Free tier | 3 analyses/day, watchlist of 5 | Very generous free data access |
| Entry paid price | 19 EUR / month (Pro) | Pro plan around 10 USD / month at time of writing |
Comparison details reflect publicly available information at the time of writing and may change. We update these pages periodically.
How they differ technically
Stockanalysis.com is, from the outside, a data-pipeline plus presentation product. They source financial statement data, normalize it, and render it in clean tables and screeners. The product's strength is the quality of the data presentation and the breadth of the historical archive at a very low price point.
ARIA's technical surface is the analytical layer that sits on top of that kind of data. We consume similar inputs (financial statements, market data, macro factors) and run them through asset-specific scorers, an ML ensemble, a Monte Carlo engine and a Bull vs Bear debate module. The outputs are scores, probabilities, distributions and a trade setup, not tables of historical numbers.
A useful mental model: if Stockanalysis.com is the spreadsheet, ARIA is the analyst sitting next to the spreadsheet. Neither replaces the other; each is more valuable when the other is also present.
Pricing comparison
Stockanalysis.com at the time of writing offers a generous free tier covering most data tables, screeners and rankings. Their Pro plan is competitively priced (around 10 USD per month on annual billing) and unlocks export, advanced screeners and additional history.
ARIA Analyst Free is 0 EUR, Pro is 19 EUR per month and Premium is 49 EUR per month. The price difference reflects what each product is delivering: Stockanalysis.com is paying-by-the-byte for data, ARIA is paying-by-the-analysis for a synthesized analytical output.
For a US-equity-focused investor who does their own analysis, Stockanalysis.com's free or Pro tier may be all you need. If you want the AI scoring, ML and Monte Carlo layer on top, that is what ARIA is priced for.
Go deeper into how ARIA works
Frequently asked questions
Should I use ARIA or Stockanalysis.com?+
Most users get the most value from using both: Stockanalysis.com for fast access to financials and screeners, ARIA for the AI scoring, ML probability and Monte Carlo on the names that pass your screen. They are not in direct competition.
Does ARIA show full financial statements?+
ARIA shows the financial inputs that drive its fundamental scorer (key ratios, growth, profitability, leverage, valuation) but we do not try to be a full financial-statement browser. If you want to read a complete 10-year income statement in table form, Stockanalysis.com is the better surface.
Can ARIA screen for stocks?+
Yes. You can sort and filter the supported universe by ARIA score, sub-scores and other factors. The screening is built around the multi-agent score, not around raw financial fields, so the experience is different from a classic data-table screener.
Is ARIA worth paying for if I already pay for Stockanalysis.com Pro?+
It depends on what you want to add. If you are comfortable doing your own analysis on top of Stockanalysis.com data, you may not need ARIA. If you want AI scoring, ML probabilities, Monte Carlo, walk-forward backtests and a Bull vs Bear debate as decision support, that is what ARIA Pro and Premium are designed to deliver.
Does ARIA cover crypto and forex like it covers stocks?+
Yes. ARIA has asset-specific scorers for crypto pairs, major forex crosses, commodities and fixed-income proxies, with the same scoring framework adapted to each class. Stockanalysis.com is, as we read it, primarily a US-equity data site, so coverage here is the bigger differentiator.
Other comparisons
Try ARIA Analyst on your own watchlist
The fastest way to evaluate any analytical tool is on names you already follow. The free tier gives you three analyses per day, no credit card required.