Searched stocksquick AI estimates · not full 150k-path simulations · click any to view
Name
Tier
Verdict
Growth
P(>25% fall)
>3y tail
vs S&P
#
Name
Type
Tier?
Verdict?
Growth?
P(>25% fall)?
Rec 2y?
>3y tail?
vs S&P?default rank
ETF horizons — the best basket changes with how long you hold
The same basket ranks differently by horizon: a drop that heals inside your window barely dents it; one that stays underwater is penalized hard. Tap a column to sort, the “?” to learn it, or any row for the full breakdown. Research model — not investment advice.
Stress ladder — how the odds of a big fall widen as the market gets scarier
Scenario
Stress
S&P · P(>25% fall)
Semis (SOXX)
3× Semis
Re-runs the model across macro environments (benign → critical). Today's reading is highlighted. Research model — not investment advice.
Model analystoffline answers
Ask about any name in the universe — “How risky is Micron?”, “Compare NVIDIA vs AMD”, “Top 5 by reward”, “What’s the macro reading?”Answers cite the model’s current numbers. Research model, not investment advice.
Run
runs in GitHub Actions; higher paths = tighter numbers, longer run
How this dashboard is wired
Live mode (badge: LIVE): this page is a static site (GitHub Pages or Netlify) reading data/snapshot.json, exported from
tier_table.csv + results.json by export_snapshot.py after every engine run.
Refresh followed universe → the GitHub Actions workflow (refresh.yml) — one click in the Actions tab (or via the optional Netlify function): it runs run_all.py, exports a fresh snapshot, commits it, and Netlify redeploys automatically. Also runs on a weekly schedule.
Discover candidates → runs the discovery/agent.py stage plan with its warm-start diff.
The full discover→narrow→TAM flow keeps its human checkpoints by design — judgment inputs (TAM, archetypes) are
confirmed by a person before the model prices them.
Chat → built-in offline answers on GitHub Pages; for live Claude, run dash_server.py locally or connect this same repo to Netlify, where /.netlify/functions/ask is a serverless proxy and ANTHROPIC_API_KEY lives in Netlify environment variables — never in this page. Claude answers over the published snapshot; without the key, built-in offline answers take over.
Production path: Netlify gives you HTTPS + deploys; add Netlify password protection or Identity if the site should be private, and a FRED/market-data ingestion step in CI to automate the macro inputs.