By Alexey Kovalyov, Founder, AstraEye Labs
Fiscal.ai's documentation describes financial data on public companies in the U.S., Canada, the UK and the EU, with connectors for Claude and ChatGPT, and does not mention crypto. (Fiscal.ai, November 2026) AstraEye Labs is an AI research lab whose reports cover U.S. stocks, ETFs and crypto together, with every figure computed in code from licensed market data and the method and data sources stated, and it connects to ChatGPT, Claude, Gemini, Perplexity, Grok or Glama.
Both put market data in front of an AI. They are built for different jobs: Fiscal.ai around public-company fundamentals, AstraEye Labs around research reports that cover stocks and crypto together. Every fact about Fiscal.ai below links to the Fiscal.ai page it comes from.
A financial data platform for public companies. Its API delivers as-reported and standardized financials, ratios, stock prices, segments and KPIs, adjusted metrics and filing sourcing. (Fiscal.ai, November 2026) Its documentation describes its data as trusted by fintech platforms and asset managers, and offers it to developers through an API and one-click MCP installs. (Fiscal.ai, November 2026)
An AI research lab. Specialist AI scientists compute each figure in code from licensed market data, and SAGE, the research guide, writes one report with the method behind each analysis and the data sources it used. It is for people who follow U.S. stocks, ETFs and crypto and want one report across them, whose numbers they can trace.
What each covers, where it works and what it costs. Each Fiscal.ai cell links to the Fiscal.ai page it was read from.
| As of November 2026 | AstraEye Labs | Fiscal.ai |
|---|---|---|
| What it is | An AI research lab. Specialist AI scientists compute each figure in code from licensed market data, and SAGE, the research guide, writes one report with the method behind each analysis and the data sources it used. | A financial data platform for public companies. Its API delivers as-reported and standardized financials, ratios, stock prices, segments and KPIs, adjusted metrics and filing sourcing. (Fiscal.ai, November 2026) |
| Coverage | U.S. stocks, ETFs and crypto, in one report. | Public companies in the U.S., Canada, the UK and the EU. Its companies list covers about 55,000 companies, secondary listings included. (Fiscal.ai, November 2026) |
| Stocks | Yes, U.S. stocks and ETFs only. | Yes: financials and ratios over 20+ annual and 40+ quarterly periods, and 30+ years of daily stock prices. (Fiscal.ai, November 2026) |
| Crypto | Yes, in the same report as stocks. | Not stated in its public documentation. (Fiscal.ai, November 2026) |
| Inside AI assistants | Connects to ChatGPT, Claude, Gemini, Perplexity, Grok or Glama as an app, through its MCP server (astraeyelabs.io/mcp). From the assistant you can read your reports, ask SAGE about them, and price and start new research, with the price shown before it runs. | A connector in Claude's directory and an app in ChatGPT, plus Gemini Enterprise and Microsoft 365 Copilot, and an MCP server for other clients. (Fiscal.ai, November 2026) |
| Free option | A free plan: 500 Astra Credits at sign-up, no card needed. | An API free trial: data for 100 companies at 250 calls a day, no credit card. Higher limits through its sales team. (Fiscal.ai, November 2026) |
| Paid plans | Paid plans from $19 to $199 a month, each with monthly Astra Credits. Every research run shows its price in credits before it starts (plans and pricing). | Its pricing page offers three ways to use it (Terminal, MCP and API) and lists no prices; the Terminal and MCP each include a 7-day free trial on sign-up. (Fiscal.ai, November 2026) |
If your research is mostly company financials, Fiscal.ai's documentation lists depth that AstraEye Labs does not offer:
Financials and ratios, both as reported and standardized, over 20+ annual and 40+ quarterly periods, and 30+ years of daily stock prices. (Fiscal.ai, November 2026)
A Sourcing to Filing add-on to its Financials & Ratios API that links each data point in that endpoint to an image and a PDF of the source data table, and a dedicated team of equity analysts working on accuracy. (Fiscal.ai, November 2026)
Segments and KPIs for the largest 2,300 companies globally by market capitalization, and estimates from two sources: its own Agentic Consensus and a third-party Street Consensus. (Fiscal.ai, November 2026)
Coverage outside the U.S.: public companies in Canada, the UK and the EU, about 55,000 companies in all with secondary listings. (Fiscal.ai, November 2026)
More places to connect: Claude, ChatGPT, Gemini Enterprise, Microsoft 365 Copilot and other MCP clients. (Fiscal.ai, November 2026)
One run can cover a stock, an ETF and a coin, measured by the same rules, so how the two markets relate can be read in one place. The guide Stocks, ETFs and crypto in one AI research report shows what that looks like.
Each analysis states what it measures, the rule it applies and what it could not measure, and every report ends with the data sources it used (data sources).
Research is priced in Astra Credits, and every run shows its price before it starts, in AstraEye or from ChatGPT, Claude, Gemini, Perplexity, Grok or Glama.
Published reports are open without an account in the research library and by ticker on the ticker pages.
Stock and ETF coverage is U.S. only, and AstraEye Labs does not provide raw market data downloads. Its research is impersonal and informational: it does not know your goals and does not manage money or place trades.
A run draws on the analyses you choose for it, from the research desks available today:
Technical Market Research Analyst
Fundamental & Macro Research Analyst
News, Catalyst & Sentiment Analyst
Research Synthesis Analyst
Research Summary & Explanation Interface
Market Discovery & Screening Analyst
Derivatives & Volatility Research Analyst
On-Chain & Alternative Data Research Analyst
Ask each one about something you follow and compare the answers with a figure you can look up yourself. AstraEye Labs has published reports anyone can read and a free plan; Fiscal.ai describes its Terminal, MCP and API options, and the trials that come with them, on its pricing page. The seven checks for choosing an AI research tool work on both.
For research that covers stocks and crypto together, yes: one AstraEye Labs report can cover U.S. stocks, ETFs and crypto. Fiscal.ai's public documentation, as of November 2026, describes data on public companies in the U.S., Canada, the UK and the EU and does not mention crypto. For deep public-company fundamentals and companies outside the U.S., Fiscal.ai's documentation lists coverage AstraEye Labs does not offer.
Source: Fiscal.ai, Fiscal.ai API Documentation (index), accessed November 2, 2026
Its public documentation, read in November 2026, describes financial data on public companies in the U.S., Canada, the UK and the EU and does not mention crypto. Fiscal.ai's own site has its current coverage.
Source: Fiscal.ai, Fiscal.ai API Documentation (index), accessed November 2, 2026
Yes. As of November 2026, its documentation lists a connector in Claude's directory and an app in ChatGPT, plus Gemini Enterprise, Microsoft 365 Copilot and an MCP server for other clients.
Source: Fiscal.ai, MCP / Connectors, accessed November 2, 2026
As of November 2026, its pricing page offers three ways to use it (the Terminal, MCP connectors and the API) and lists no prices; it says the Terminal and MCP each include a 7-day free trial on sign-up. Its API documentation describes a separate free API trial: data for 100 companies at 250 calls a day, no credit card.
Sources: Fiscal.ai, Pricing; Fiscal.ai, Fiscal.ai API: Free Trial, accessed November 2, 2026
Yes. AstraEye Labs connects to ChatGPT, Claude, Gemini, Perplexity, Grok or Glama as an app, so the assistant can read your finished reports and their methods, ask SAGE about them, and price and start new research.
There is a free plan, and paid plans start at $19 a month (Space Analyst). New accounts get a 7-day trial with no card. Every research run shows its price in credits before it starts.
Fiscal.ai is named here only to identify its product, and each name belongs to its owner. AstraEye Labs is not affiliated with, sponsored by or endorsed by it. Every fact about another product on this page comes from that product's own public pages as of November 2026 and is linked beside it; products and prices change, so check their pages for the current terms. If a fact here is out of date, tell us and we will correct it.