Institutional trading desk analyzing real-time stock rating signals
Grahamly RatingPowered by TradingAgents

Grahamly Rating

Multi-agent stock rating engine powered by the open-source TradingAgents adversarial framework. Generates 5-tier institutional ratings from Buy to Sell.

Outperform the Market* with Grahamly Rating

Put 15+ analysts in a room. Get one answer.

Analyzing Stock: $AAPL
Research
Debate
Signal
Risk
Researching $AAPL — filings, news, and price action...
Phase 1 — Research
Market AnalystPrice action & technicals
Sentiment AnalystSocial & media sentiment
News AnalystBreaking news & events
Fundamentals AnalystEarnings & financials
Phase 2 — Debate
Bull ResearcherBuilds the bull case
VS
Bear ResearcherBuilds the bear case
Research ManagerMediates & synthesizes
Phase 3 — Signal Generation
TraderGenerates trade thesis
Aggressive RiskHigh-risk profile
Neutral RiskBalanced approach
Conservative RiskCapital safety
ManagerFinal decision maker
Phase 4 — Portfolio Adjusted Signal
Portfolio Risk AssessmentVerifies signal vs portfolio constraints
$AAPL
Multi-Agent Analysis in Progress
ANALYZING...

*Academic Citation: Grahamly's multi-agent debate architecture is inspired by peer-reviewed research by Xiao et al. (2025; UCLA, MIT & Tauric Research). Their open-source TradingAgents benchmark achieved a 23.21% cumulative annual return, outperforming baselines by 6.1% (including 26%+ on $AAPL) in simulated backtests. Grahamly independently built on these principles, deploying 15+ specialized agents, real-time market data, proprietary risk guardrails, and 100+ tools. This citation is for research attribution only — no affiliation, sponsorship, or endorsement implied.

TradingAgents
100K+ Stars
Read Paper (arXiv)
Independent Academic Citation · Xiao et al. (2025)

How It Works

You ask, you discuss, it delivers institutional financial analysis. That's Grahamly.

Phase 01

Search any equity ticker across 170,000+ global securities or ask research questions in plain English.

Phase 1: Search or chat first about a stock

Ask it like you'd ask a human analyst

Try it free for 7 days. Copy the prompts below, paste into any other AI. If they do it better, cancel — no charge.

What a company is really worth — financial models, valuation, growth & margins

“What's your advice for my portfolio”

Portfolio Advice

“Give me the bear case against META”

Why might this stock fail?

“Find the intrinsic value of AAPL”

What is this stock actually worth?

“Compare META and AAPL to find the best value play”

Compare two stocks

“Do a fundamental and technical analysis on AAPL”

Is this stock financially strong and trending up?

“Calculate intrinsic value and margin of safety of AAPL”

Is this stock cheap or overpriced?

“Show me NVIDIA's revenue and EPS trends over 5 years”

Multi-Year Growth Trends

“Compare Apple, Microsoft, and Google on revenue and margins”

How profitable is this vs competitors?

“Analyze the balance sheet health and debt obligations of Boeing”

How much debt does this company carry?

“Examine Microsoft's free cash flow conversion and capital allocation”

Is this company generating real cash?

“Evaluate dividend sustainability and payout safety for Johnson & Johnson”

Is this dividend safe long-term?

“Give me the bull case for NVDA”

Best reasons to buy this stock

“Which FAANG stock has the best PEG ratio right now?”

Which growth stock is undervalued right now?

“Run a deep dive trading analysis on 2330.TW (TSMC)”

TSMC deep-dive

“Run a deep dive trading analysis on BTC-USD”

Bitcoin full analysis

“Analyze the competitive moat of Amazon”

What protects this company from competitors?

“Break down Google's revenue by segment”

Revenue breakdown by segment

“Calculate ROIC and capital efficiency for Microsoft”

How efficiently does this company use its money?

“Analyze Tesla's debt maturity schedule and refinancing risk”

When does this company need to repay its debt?

“Run a deep dive trading analysis on RELIANCE.NS”

India market deep-dive

100+ Custom Agent Tools
100% ground-truth verification

Got Questions?

Frequently Asked Questions

Everything you need to know about Grahamly Terminal & Chat.

What is Grahamly?
Grahamly is an autonomous AI financial analyst. Unlike simple chatbots that answer questions in a chat window, Grahamly can perform any financial analysis a human analyst does: build 3-statement Excel DCF models with live formulas, draft markdown research memos, analyze SEC filings, evaluate market data, and compile institutional decks.
What is the difference between Grahamly on web and Grahamly Desktop?
Grahamly is accessible immediately in your browser with zero installation for instant financial research, modeling, and autonomous analysis. Grahamly Desktop is our native desktop application for macOS, Windows, and Linux for users who prefer local file system integration and a dedicated workstation app. Both are included on all paid plans.
Which operating systems does Grahamly Desktop support?
Grahamly Desktop is available for macOS (Apple Silicon M1/M2/M3/M4 & Intel x64), 64-bit Windows 10 & 11, and modern Linux distributions (via AppImage). You can download all installers from /desktop.
Do you have an installation guide?
Yes. We have detailed installation guides for macOS, Windows, and Linux. Grahamly Desktop for macOS is Apple Developer signed for smooth 1-click launch, while our guides walk you through Windows SmartScreen setup and running the Linux AppImage. View the full Installation Guide.
What can I ask Grahamly to do?
Anything you would assign to a human financial analyst: build LBO or DCF valuation models in Excel, analyze earnings transcripts and SEC filings, audit redlines across 10-K disclosures, evaluate sector fundamentals, and compile slide decks with verified citations.
Is my data secure?
Yes. Grahamly uses bank-grade 256-bit AES encryption in transit and at rest. We never store financial credentials or execute trades. For desktop users, files are kept locally. In all cases, your prompts, financial models, and research are never used to train any AI model.
Can I connect my own tools and skills?
Yes. Grahamly supports the Model Context Protocol (MCP). You can connect custom tools, proprietary internal databases, and specialized skills, as well as connect Grahamly's financial tools directly to Claude and ChatGPT via https://mcp.grahamly.io.
Can I trust the numbers?
Yes. Every number, formula, and thesis is cross-checked against primary filings (SEC EDGAR, 10-K, 10-Q) and verified data sources. An auditor step adds citations with direct links, and Excel models contain working formulas rather than hardcoded figures.
How does Grahamly save finance professionals 100+ hours a month?
Time savings are grounded in verified analyst benchmarks. Building a 5-year DCF model from a 10-K typically takes ~6 hours manually. With Grahamly, you can generate production-grade DCFs, investment memos, and presentation decks in a short time. Reclaiming 3 to 4 hours of analyst grunt work each day easily amounts to 100+ hours saved every month.
How does the 7-day free trial work?
Start a 7-day trial on the Pro plan ($99/mo or $79/mo billed annually) with full access to both Grahamly and Grahamly Desktop. If you decide it's not for you, cancel in 1 click from your account dashboard before the trial ends and you will not be charged.
What does Enterprise include?
Enterprise is built for funds and teams requiring unlimited compute limits, custom solutions, air-gapped private VPC deployment, any AI model and custom routing, and a 24/7 dedicated support SLA. Talk to us at https://calendly.com/fazlulkarimweb/30-minute.
Investment committee partners on Alpine terrace overlooking lake

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