Comparison
AI investment research tools compared: Financial AI, fiscal.ai, Composer, TrendSpider and a general chatbot
Updated
AI tools for investors do different jobs. Some are research terminals over company filings, some build and run automated trading strategies, some combine charting with an AI assistant, and general chatbots such as ChatGPT or Claude analyse whatever data you give them. This page compares Financial AI® (thefinancial.ai) with fiscal.ai, Composer, TrendSpider and a general chatbot on its own, feature by feature, using each maker's own public pages. It describes features, not quality, and it does not cover prices.
| Feature | Financial AI® | fiscal.ai | Composer | TrendSpider | ChatGPT or Claude alone |
|---|---|---|---|---|---|
| Plain-English questions answered from financial data | YesAnswers computed from curated data: conclusion, table, chart, interpretation note, follow-ups.Source | YesAI chat (Copilot) and natural-language screener in its Terminal; its data also reaches AI assistants through MCP.Source | PartlyChat is used to build automated trading strategies ("Trade with AI"); general research Q&A not stated.Source | YesSidekick, an AI assistant inside the platform, analyzes charts, searches filings and earnings calls, compares financials.Source | PartlyAnalyzes data you upload and writes Python for it; ChatGPT's analysis environment cannot fetch external data, so market data must be uploaded or connected.Source |
| Backtesting a strategy described in plain English | YesDescribe rules, period and benchmark; returns performance vs benchmark, metrics, charts and trades.Source | Not statedNo statement found on the maker's pages we checked.Source | Yes"Build trading algorithms with AI, backtest them, then execute"; strategies in natural language.Source | Yes"Build sophisticated trading strategies in plain English"; Sidekick builds rules and runs backtests.Source | PartlyCan write and run Python on files you upload; no built-in price history stated.Source |
| Visual (point-and-click) strategy editor | NoStrategies are described in words; there is no visual editor.Source | Not statedNo statement found on the maker's pages we checked.Source | Yes"No-code, visual editor" for strategies (symphonies).Source | Yes"Build your rules visually" in a no-code visual editor.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Proprietary forward forecasts of company fundamentals | YesRevenue, adjusted gross income, adjusted EBITDA for 1,300+ U.S. companies, one quarter ahead; 30+ models in an ensemble.Source | Yes"Agentic Consensus" estimates for ~10,000 global companies, built from guidance, statistical models and its own AI estimate (API and MCP).Source | Not statedNo statement found on the maker's pages we checked.Source | Not statedShows analyst estimates and lets users train ML signal models; its own fundamental forecasts not stated.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Point-in-time forecast history published for scoring | YesPoint-in-time forecasts since 2016, published daily; accuracy figures carry the site's footnote.Source | PartlyEstimates response keeps the pre-earnings estimate next to the filed actual for the last 12 reported quarters.Source | Not statedNo statement found on the maker's pages we checked.Source | Not statedNo statement found on the maker's pages we checked.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Stock screening | YesScreens by valuation, growth, margins, technicals and more; save and rerun.Source | YesScreener in the Terminal, including natural-language screen search (changelog, April 2025).Source | PartlyStrategies can filter a pool of candidates by criteria ("Sort, filter, select"); a stand-alone screener is not stated.Source | YesMarket Scanner combining technical, fundamental and event-based conditions; Sidekick can build scans.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Analysis of connected broker accounts | YesETF look-through to true company, sector and country exposure; fundamentals, upcoming earnings, risk management.Source | YesBrokerage Connections sync portfolios from multiple brokers into its dashboard (launched May 2026).Source | Not statedComposer is itself the brokerage for its accounts; analysis of outside broker accounts not stated.Source | YesConnected holdings: position size, P&L, cost basis; Sidekick can compare exposures.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Works inside ChatGPT and Claude | YesFinancial AI® plugin in the ChatGPT directory; in Claude as a custom connector (directory listing in review).Source | Yes"Native Connections into ChatGPT and Codex" and "Native Connection into Claude" (data connectors).Source | PartlyOfficial MCP server for Claude Desktop and other MCP clients, installed locally; ChatGPT not named.Source | Not statedSidekick runs models from several AI providers inside TrendSpider; a ChatGPT or Claude connector is not stated.Source | YesThis column is the assistant itself.Source |
| Multi-asset market data (stocks, ETFs, options, futures, crypto, forex) | YesEquities, bonds, commodities, crypto, ETFs, options and futures; U.S., Japan, Europe and other major markets.Source | PartlyPublic-company fundamentals, filings, estimates, delayed stock quotes, funds and ETFs; other asset classes not stated.Source | PartlyStocks, ETFs and options; crypto support ended January 31, 2026.Source | YesStocks, ETFs, options, futures, forex, crypto and indices.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Options data and option strategies | YesOption overlays such as covered calls in backtests; index-option hedges.Source | Not statedNo statement found on the maker's pages we checked.Source | PartlyOptions trading, including covered calls and cash-secured puts.Source | YesU.S. options data (OPRA) and unusual options flow.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Futures data | YesFutures data, including intraday futures strategies on 1-minute bars.Source | Not statedNo statement found on the maker's pages we checked.Source | Not statedNo statement found on the maker's pages we checked.Source | YesFutures research and data.Source | Not statedNo statement found on the maker's pages we checked.Source |
| Places or automates trades | NoRead-only broker connections; no orders, no money movement.Source | Not statedNo statement found on the maker's pages we checked.Source | Yes"Composer executes your trading strategy, making trades and rebalancing automatically"; brokerage services via Composer Securities LLC.Source | YesPlaces orders and runs strategy bots through connected brokerage accounts (it is not a brokerage).Source | Not statedNo statement found on the maker's pages we checked.Source |
How we compared
Checked on 2026-11-04 against each maker's own public pages: product pages, help center, changelog, documentation and official code repository (links in each cell). "Yes" means the maker's page states the feature; "partial" means it states a narrower version; "no" is used only where the maker's page or our own documentation says so; "not stated" means we found no statement on the pages we checked, which does not mean the product lacks the feature. The general-chatbot column was checked against OpenAI's and Anthropic's help centers. Financial AI marks come from Financial AI's own product documentation. Makers who see an error can write to support@thefinancial.ai and we will correct it.
Product features change often; check each maker's site for the current state. Product names and trademarks belong to their owners, and Financial AI is not affiliated with or endorsed by them. This comparison is information, not investment advice. Backtests are hypothetical: simulated performance does not represent actual trading and is not indicative of future results.