# Stock research tools compared: stocks-llm, Seeking Alpha, Simply Wall St, Danelfin, Finviz, Stock Analysis

Each of these tools answers a different question well. This page puts them side by side on the same criteria, with every fact about another tool taken from its own public pages and dated. stocks-llm is the free one built around describing what you want in plain English and reading fundamentals, technicals and valuation on one page.

## Comparison

| Criterion | stocks-llm | Seeking Alpha | Simply Wall St | Danelfin | Finviz | Stock Analysis |
|---|---|---|---|---|---|---|
| Natural-language discovery | Describe a business, sector or theme in plain English | Yes: Ask SA accepts plain-English screening questions (e.g. small caps with P/E under 20). [1] | Users can ask Charlie questions; Simply Wall St says Charlie considers the question, the user's portfolio, saved companies and investing preferences when relevant. [2] | Yes, via its MCP server: users query AI Scores in plain English from Claude Code, Cursor or other MCP clients. [3] | — | The screener's search box suggests filters by name as you type (keyword lookup of indicators). [4] |
| Fundamentals | SEC EDGAR filings, dated and linked | Premium/Pro subscribers get 10 years of financial statement data; other subscribers can access the last 5 years. [5] | Simply Wall St lists 10 years of company financials (income statement, cash flow statement, balance sheet) from S&P Global Market Intelligence. [6] | Besides the AI Score, Danelfin gives Technical, Fundamental, Sentiment and Low Risk sub-scores. [7] | Financial statements: 3 years on Free, 8 years on Elite. [8] | Pro advertises 10-40 years of financial history. [9] |
| Technicals | 49 indicators, 85 screens, 12 chart patterns, explained in plain words | The advanced chart offers a list of indicators, up to 3 at a time, plus drawing tools (Fib, Gann). [10] | — | Besides the AI Score, Danelfin gives Technical, Fundamental, Sentiment and Low Risk sub-scores. [7] | The screener combines fundamental and technical filters, including chart Pattern and Candlestick filters. [11] | Since 2026-10-23 a screener Charts tab adds studies such as moving averages, Bollinger Bands, RSI and MACD. [12] |
| Long-term valuation | Multiples against own history; growth the price assumes | The Quant Value grade deliberately does not use a DCF model to set fair value; it compares valuation metrics within the sector. [13] | Simply Wall St's published analysis model says its app uses four DCF variants, chosen by a stock's characteristics such as industry and data availability. [14] | — | The screener offers a PEG ratio, which measures valuation (Forward P/E) against projected 3-5 year growth. [15] | The DCF calculator projects free cash flow for each of the next 10 years and discounts it to today. [16] |
| AI explanation | Plain-English answers; long-term picture out of 10 | Premium includes AI tools: Virtual Analyst Reports, Earnings Call Insights and the Ask Seeking Alpha assistant. [17] | Simply Wall St says Charlie compares signals, identifies trade-offs and explains its findings in straightforward language. [18] | Via MCP, Danelfin provides a probabilistic price forecast (median plus percentile band) for a ticker. [19] | — | Earnings call transcripts come with AI summaries (added 2026-04-24). [20] |
| Source and date transparency | As-of date on every figure | Fundamentals, estimates and Wall Street ratings come from S&P Global Market Intelligence. [21] | Simply Wall St says it uses end-of-day market prices, not real-time or delayed prices. [22] | AI Scores are daily. [23] | Fundamentals are recalculated hourly. [24] | Financial statements have a dropdown to switch between data sources. [25] |
| Markets covered | 3,213 US and 251 UK companies, 48 ETFs | Quant Ratings cover about 5,600 stocks and exclude stocks without sell-side analyst coverage. [26] | Simply Wall St claims 120K+ stocks across 90+ markets. [27] | Coverage is 15,000+ tickers: US stocks, US ETFs and European stocks (ETFs are US-listed only). [28] | Finviz's stock market coverage is the US exchanges NASDAQ, NYSE and AMEX. [29] | Global coverage of over 130,000 tradable symbols, including the U.S. exchanges NASDAQ, NYSE, CBOE and OTC Markets. [30] |
| Price (read 2026-10-29) | Free to use. An account saves your lists. | Seeking Alpha Premium list price is $299 per year plus applicable taxes/VAT. [31] | See simplywall.st/plans | Paid API/MCP plans are priced in euros: Basic EUR 52/month, Expert EUR 149/month, Max EUR 449/month (free tier EUR 0, 500 calls). [32] | Finviz Elite costs $39.50/month or $299.50/year. [33] | Pro annual plan from $79/year (an on-page price test shows $79 or $99 per year). [34] |

— not covered here: no verified fact was read for this cell.

## Which tool for which question

- **"Is this a good business to hold for years?"** stocks-llm's long-term picture scores quality, price and trend out of 10 and says what would change each score. Simply Wall St: Each stock gets a 30-point 'Snowflake' analysis covering valuation through dividends. [35]
- **"Is the price reasonable?"** stocks-llm compares today's multiples with the company's own history and shows the growth the price assumes. Simply Wall St: In Simply Wall St's 2-stage DCF, the high-growth stage covers the next ten years using analyst consensus levered free-cash-flow estimates where available, extrapolated from the historical growth rate otherwise. [36] Stock Analysis: The DCF calculator projects free cash flow for each of the next 10 years and discounts it to today. [16] Seeking Alpha: The Value grade compares a stock's historical valuation metrics (P/E, Price/Book, Price/Sales, EV/EBITDA) and forward metrics from analysts' estimates against other stocks in its sector. [37]
- **"Is now a good moment technically?"** stocks-llm explains each indicator and chart pattern in plain words. Finviz: Elite charts include automatic pattern recognition and user-chosen indicators. [38] Finviz Elite provides real-time stock quotes. [39]
- **"Which companies match what I have in mind?"** stocks-llm takes a plain-English description. Seeking Alpha: Yes: Ask SA accepts plain-English screening questions (e.g. small caps with P/E under 20). [1] Finviz: The screener combines fundamental and technical filters, including chart Pattern and Candlestick filters. [11] Stock Analysis: The stock screener has over 200 unique indicators. [40]
- **"Where can I get free financial data?"** stocks-llm is free, with filings linked to SEC EDGAR. Stock Analysis: There is a free tier priced at $0. [41] With S&P Global as the data source, free users see 5 years of financial history and paid users up to 10 years. [42]

## Compare one by one

- [stocks-llm vs Seeking Alpha](/vs/seeking-alpha)
- [stocks-llm vs Simply Wall St](/vs/simply-wall-st)
- [stocks-llm vs Danelfin](/vs/danelfin)
- [stocks-llm vs Finviz](/vs/finviz)
- [stocks-llm vs Stock Analysis](/vs/stock-analysis)

This page is for information. It is not financial advice.

## Sources

Facts about the other tools were read from their own public pages on 2026-10-29. Names are trademarks of their owners. stocks-llm is not affiliated with them.

[1] Seeking Alpha: https://help.seekingalpha.com/what-can-ask-sa-do-for-me (read 2026-10-29)
[2] Simply Wall St: https://simplywall.st/features/ask-charlie (read 2026-10-29)
[3] Danelfin: https://mcp.danelfin.com/ (read 2026-10-29)
[4] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/tutorials/screener/ (read 2026-10-29)
[5] Seeking Alpha: https://help.seekingalpha.com/basic/where-can-i-find-the-financial-statements-for-a-particular-stock (read 2026-10-29)
[6] Simply Wall St: https://simplywall.st/analysis-and-financial-data-sources (read 2026-10-29)
[7] Danelfin: https://mcp.danelfin.com/ (read 2026-10-29)
[8] Finviz (Elite): https://finviz.com/elite (read 2026-10-29)
[9] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/pro/ (read 2026-10-29)
[10] Seeking Alpha: https://help.seekingalpha.com/premium/advanced-chart-features-a-brief-about-what-the-various-buttons-on-the-advanced-chart-denote (read 2026-10-29)
[11] Finviz (Elite): https://finviz.com/help/screener (read 2026-10-29)
[12] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/changelog/ (read 2026-10-29)
[13] Seeking Alpha: https://help.seekingalpha.com/premium/quant-ratings-and-factor-grades-faq (read 2026-10-29)
[14] Simply Wall St: https://github.com/SimplyWallSt/Company-Analysis-Model/blob/master/MODEL.markdown (read 2026-10-29)
[15] Finviz (Elite): https://finviz.com/help/screener (read 2026-10-29)
[16] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/tools/dcf-calculator/tutorial/ (read 2026-10-29)
[17] Seeking Alpha: https://subscriptions.seekingalpha.com/lp_premium_0/ (read 2026-10-29)
[18] Simply Wall St: https://simplywall.st/features/ask-charlie (read 2026-10-29)
[19] Danelfin: https://mcp.danelfin.com/docs/en (read 2026-10-29)
[20] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/changelog/ (read 2026-10-29)
[21] Seeking Alpha: https://help.seekingalpha.com/basic/where-do-you-source-your-market-data-from (read 2026-10-29)
[22] Simply Wall St: https://simplywall.st/analysis-and-financial-data-sources (read 2026-10-29)
[23] Danelfin: https://mcp.danelfin.com/ (read 2026-10-29)
[24] Finviz (Elite): https://finviz.com/elite (read 2026-10-29)
[25] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/financial-sources/ (read 2026-10-29)
[26] Seeking Alpha: https://help.seekingalpha.com/premium/quant-ratings-and-factor-grades-faq (read 2026-10-29)
[27] Simply Wall St: https://simplywall.st/plans (read 2026-10-29)
[28] Danelfin: https://mcp.danelfin.com/ (read 2026-10-29)
[29] Finviz (Elite): https://finviz.com/elite (read 2026-10-29)
[30] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/data-sources/ (read 2026-10-29)
[31] Seeking Alpha: https://help.seekingalpha.com/what-is-seeking-alpha-premium (read 2026-10-29)
[32] Danelfin: https://mcp.danelfin.com/docs/en (read 2026-10-29)
[33] Finviz (Elite): https://finviz.com/elite (read 2026-10-29)
[34] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/pro/ (read 2026-10-29)
[35] Simply Wall St: https://simplywall.st/features/stock-screener (read 2026-10-29)
[36] Simply Wall St: https://github.com/SimplyWallSt/Company-Analysis-Model/blob/master/MODEL.markdown (read 2026-10-29)
[37] Seeking Alpha: https://help.seekingalpha.com/premium/what-is-the-valuation-tab-and-how-do-i-use-it (read 2026-10-29)
[38] Finviz (Elite): https://finviz.com/elite (read 2026-10-29)
[39] Finviz (Elite): https://finviz.com/elite (read 2026-10-29)
[40] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/tutorials/screener/ (read 2026-10-29)
[41] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/pro/ (read 2026-10-29)
[42] Stock Analysis (stockanalysis.com Pro): https://stockanalysis.com/financial-sources/ (read 2026-10-29)