FinLab DesktopmacOS · Windows · Linux

Hand your investing idea to AI It writes, backtests and improves it

Runs on the Claude or ChatGPT plan you already have, right on your own computer.

Free · 7-day full trial, no card needed · notarized by Apple
Also for Intel Mac · Windows · Linux
Free · 7-day full trial, no card needed · notarized by Apple
Also for macOS · Linux
Free · 7-day full trial, no card needed · notarized by Apple
All versions
Free · 7-day full trial, no card needed · notarized by Apple
All versions

Open on a computer to get the desktop app.

US Industry PEG Value

Every strategy and figure shown is real research on Studio; backtests don’t promise future returns.

32K downloads of the finlab Python package in the 30 days to Nov 3 PyPI stats
100+ updates shipped to Studio since Oct 13 Changelog
2018 the year FinLab started building quant research tools

Every point of light is an S&P 500 company

Prices, statements, estimates and more: the data the AI researches with, updated every day.

318
US data fields, free on every plan
2016
the year US daily prices start
16 / 16
US tables updated every day
3,611
fields across six markets
Open the data catalog

From one idea to a strategy that runs itself

Desktop only

Bring the AI you already pay for

Already pay for Claude or ChatGPT? No second AI bill.

✳

Claude Code

Your Claude Pro or Max plan

◎

Codex

Your ChatGPT Plus or Pro plan

FinLab AI

Built into the web app · desktop on AI MAX

  1. 1 Install the app
  2. 2 Sign in to FinLab
  3. 3 Connect Claude or ChatGPT
Free · 7-day full trial, no card needed · notarized by Apple
Also for Intel Mac · Windows · Linux
Free · 7-day full trial, no card needed · notarized by Apple
Also for macOS · Linux
Free · 7-day full trial, no card needed · notarized by Apple
All versions
Free · 7-day full trial, no card needed · notarized by Apple
All versions

Open on a computer to get the desktop app.

The desktop app does more

Your strategies stay in sync between them.

Desktop Web
Use your own Claude or ChatGPT plan
How long one program may run 9 minutes60 seconds
AI installs the Python packages it needs
Schedules on your own computer
AI writes and backtests a strategy from plain words
Auto-optimization that keeps the better version
Cloud schedules and rebalance emails
Full US and Taiwan market history

Questions, answered

What is FinLab Studio?

FinLab Studio is the AI quant research workspace from FinLab, founded in 2018 (https://finlab.finance). Describe an idea and the AI writes it as a Python strategy, backtests it on US and Taiwan market history, and can keep experimenting to find a better version. It runs in the browser and as a desktop app for macOS, Windows and Linux.

How is the desktop app different from the web app?

The desktop app can use your own Claude Code or Codex, so the Claude or ChatGPT plan you already pay for does the research. Programs run on your computer for up to 9 minutes each (the cloud stops one at 60 seconds), the AI can install the Python packages it needs, and strategies can be scheduled on your own machine. Your strategies stay in sync with the web app.

Do I need a Claude or ChatGPT subscription?

Not for the web app, which comes with FinLab AI. In the desktop app research runs on your own Claude Code or Codex: unlimited during the trial, then a monthly allowance that depends on your plan. The top plan can also use FinLab AI on the desktop.

Do I need to know how to code?

No. Describe the idea, or pick conditions such as value, growth and momentum, and the AI writes and runs the strategy. The code is always there to read or edit if you want full control, and the same strategies run with the finlab Python package.

Can I trust a strategy the AI writes?

Not blindly. Every result is a real backtest you can check: growth against the market, every drawdown, a five-question check-up, monthly returns, each trade and current holdings. FinLab helps you test an idea before you rely on it; it does not promise returns.

Which markets are covered?

US stocks and ETFs (S&P 500, NASDAQ 100, SPY, QQQ, sector and leveraged ETFs): daily prices from 2016 and quarterly statements from 2015, free on every plan for now. Taiwan stocks: daily prices from April 2007 and monthly revenue from 2005. Japan, Korea, Hong Kong and UK data are in VIP beta.

Which systems does the desktop app run on?

macOS (Apple Silicon and Intel), Windows and Linux (x64 AppImage). The Mac version is signed and notarized by Apple, and the app updates itself in the background.

Is there a free trial?

Yes. Signing up starts a 7-day trial with full data, FinLab AI, unlimited use of your own AI and cloud scheduling, no card needed. Afterwards you can stay on the free plan or subscribe.

Put a quant researcher on your computer

Connect the Claude or ChatGPT plan you already have and start your first study today.

Free · 7-day full trial, no card needed · notarized by Apple
Also for Intel Mac · Windows · Linux
Free · 7-day full trial, no card needed · notarized by Apple
Also for macOS · Linux
Free · 7-day full trial, no card needed · notarized by Apple
All versions
Free · 7-day full trial, no card needed · notarized by Apple
All versions

Open on a computer to get the desktop app.