Product measurements
- Tickers analyzed
- FAANG + 50
- Sentiment F1
- 0.84
- Corpus
- SEC + News
- Track record
- Live
Watchlist coverage
vs Claude Haiku 0.72
10-K, 10-Q, NewsAPI
Published since launch
Principles
Built for investors who want to check the work.
Moneycast is designed around a single idea: you should be able to audit every claim and every decision. Here's how that shows up in the product.
Visible reasoning
Bull thesis, bear thesis, risk assessment, and portfolio-manager rationale — side by side. Every decision expands into the full debate.
Grounded in sources
Every claim cites a specific 10-K chunk, 10-Q line, or news article with timestamp. Click a claim to see exactly where it came from.
Public track record
Every decision is timestamped and immutably published to a public repo. Measure our accuracy yourself — no cherry-picking, no retroactive edits.
Calibration, not vibes
A confidence score on every decision, measured against 30/90-day outcomes. Know when the system is right — and when it isn't.
Fine-tuned sentiment
A Qwen3-4B adapter trained on financial text, serving structured sentiment locally. Measured F1 0.84 vs Claude Haiku 0.72 on held-out headlines.
Paper-traded first
Before we charge a dollar, every tier is validated in live paper trading against Alpaca. The numbers you see are real, not backtest fiction.
Track record
- Started publishing
- 2026-04-21
- Decisions published
- 0
- Days tracked
- 0
We publish every decision our system makes, with timestamps and outcomes. The record grows from day one — with zero decisions today and all of them transparent going forward.
Pricing
Start free. Upgrade when the depth pays off.
Each tier is validated in paper trading before it's offered. Pricing won't change from this page without notice to waitlist subscribers.
Free
Try the product — no card.
$0
- 3 analyses per day
- 10 pre-set tickers (FAANG+)
- Basic action + confidence
- Public track record access
- Most popular
Pro
For the serious retail investor.
$39/mo
- Unlimited analyses
- Custom 50-ticker watchlist
- Full bull / bear debate
- Real-time news + SEC filings
- Paper trading (Alpaca)
- Reconcile alerts
- Monthly calibration report
- CSV export
Trader
For creators, day traders, power users.
$149/mo
- Everything in Pro
- Intraday news monitor
- Opus-powered portfolio manager
- Polymarket macro signals
- API access (100 calls/day)
- Correlation analysis
- 1-year historical backtest
Need team features, white-label, or custom fine-tune? Fund tier starts at $699/mo and Enterprise is custom. Contact us after launch.
Questions
Answers up front.
The same questions keep coming up. Here's how we answer them — honestly, in public.
Is this investment advice?
No. Moneycast is a research and information tool. Output is impersonal, does not consider your specific circumstances, and is not a recommendation to buy or sell any security. We are not a registered investment adviser. Consult a licensed professional before acting.
How do I know the analyses are any good?
We publish every decision the system makes — timestamped, immutable, with outcomes at 30 and 90 days. The track record grows from day one, including the losing calls. Check it before you pay.
What data does Moneycast actually use?
Full-text 10-K and 10-Q filings from SEC EDGAR, plus NewsAPI for real-time financial news. Everything is chunked, embedded with bge-m3, and re-ranked before each analysis. Every claim in a thesis cites its source chunk.
Do you execute trades for me?
No. Moneycast produces analysis and suggested actions; all execution happens in your own brokerage account. Paper trading via Alpaca is supported so you can test the system without risking capital.
Why no free access to real-time news on the Free tier?
Infrastructure cost. Real-time news ingestion runs on every tick; serving it to free users would break the pricing model. The Pro tier opens the full real-time corpus at $39/mo.
Can I cancel anytime?
Yes. Subscriptions are monthly or annual via Stripe. Cancel from the billing dashboard; access continues through the end of the paid period. No retention dark patterns.
When does Moneycast launch?
Launch date lands when the product has a 3+ month public paper-trading record that justifies the Pro tier. Waitlist subscribers are notified first, with founder pricing locked in.