AI-powered
stock analysis.
Debate-tested.
Pick a ticker. Choose your AI. Our multi-agent system runs a structured bull‑vs‑bear debate and delivers a BUY / HOLD / SELL verdict with full reasoning — in under 3 minutes.
80%+ GPU market share. Data center revenue +427% YoY. Dominant AI infrastructure play.
35x revenue valuation stretched. AMD/Intel competition accelerating.
Position sizing: 3-5% portfolio max. Strong risk/reward at current levels.
How it works
From ticker to verdict
in minutes
Pick a ticker
Enter any stock symbol — NVDA, AAPL, TSLA, SPY. Market context is pulled automatically.
Choose your AI
Select Claude, GPT-4, Gemini, DeepSeek, or a local Ollama model. Your API key, your cost.
Get your verdict
Receive a BUY/HOLD/SELL rating with the full debate transcript, confidence score, and token cost.
Features
Everything you need
to analyze smarter
Multi-Model Support
Claude, GPT-4, Gemini, DeepSeek, Ollama. Plug in your own API key.
Multi-Agent Debate
Bull vs bear researchers + risk managers + market analysts argue before synthesis.
5 Signal Levels
BUY → OVERWEIGHT → HOLD → UNDERWEIGHT → SELL
Scheduled Analysis
Cron jobs for your watchlist. Fresh insights every morning.
Full Reasoning Trace
Every verdict comes with the complete debate transcript and chain-of-thought.
Cost Transparency
See exact token usage and cost per run. Total control over your budget.
Multi-Agent System
6 specialized agents.
One verdict.
Rather than a single LLM call, VibePnL orchestrates a structured debate between agents with opposing mandates — then synthesizes.
Finds growth catalysts & bullish signals
Identifies risks, headwinds & red flags
Evaluates portfolio risk & position sizing
Assesses macro conditions & sector trends
Processes recent news & sentiment signals
Weighs all inputs & issues the final verdict
AI Providers
Bring your own
AI provider
VibePnL is model-agnostic. Use the frontier model you trust, or run everything locally with Ollama — zero lock-in.
What people say
Built for serious
analysis
“The bull-vs-bear debate format actually changed how I think about due diligence. It's not just a rating — it's a structured argument you can actually interrogate.”
“Being able to swap between Claude and GPT-4 on the same ticker and compare the reasoning is genuinely useful. The models disagree more than you'd think.”
“I set up a daily cron job for my 12-stock watchlist. Takes 4 minutes total and costs less than a coffee. This is the research workflow I always wanted.”
Research & Educational Use Only. VibePnL is a research and educational tool. Nothing on this platform constitutes financial advice. Always do your own due diligence before making investment decisions.
Ready to analyze smarter?
No subscriptions. No black boxes. Transparent AI‑powered stock analysis — backed by a multi-agent debate.