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Products and getting started

What is TQX?

TQX is PandaAI’s international platform for AI-assisted quantitative research and trading. You can research factors, backtest strategies, test them in simulation accounts, and connect supported live brokerage accounts.
  • Qube supports factor and strategy research, backtesting, and optimization.
  • Agent Factory is being developed to support agent workflows. Availability and release details will be announced separately.
Visit the TQX website to get started.

Who can use TQX?

TQX supports several workflows:
  • Research: use Qube to create and evaluate factors and strategies.
  • Simulation: use TQX CLI with a coding agent to test a strategy in a simulation account.
  • Competition: enter GATC with a supported live brokerage account and an original AI strategy executed through TQX CLI. Participants must be at least 18 and meet the applicable securities trading and competition eligibility requirements.

How do I get started?

1

Research and backtest

Create a strategy in Qube and run a backtest.
2

Test in simulation

Install TQX CLI, connect a simulation account, and test the strategy’s execution.
3

Choose whether to compete

If you choose to enter GATC, review the competition FAQ and connect a supported live brokerage account. Simulation results do not count toward competition rankings.
TQX research, simulation, and trading workflow

Overview of the TQX workflow

Do I need separate accounts for research, simulation, and competition?

Your TQX login gives you access to Qube. Simulation accounts and live trading accounts are separate account types managed under that login. To enter GATC, link a supported live brokerage account.

Tools and terminology

What is a CLI?

CLI stands for command-line interface. TQX CLI lets you or a coding agent sign in to TQX, use Qube research tools, and manage trading accounts from a terminal. See the CLI guide.

What is an AI agent?

An AI agent can plan steps, call tools, and use their results to continue a task. A coding agent with terminal access can use TQX CLI for workflows that involve research, backtesting, and simulation. Examples include Codex, Claude Code, and Cursor. You can also run CLI commands yourself.

Account setup

What if I selected the wrong broker on LongPort?

1

Sign out of LongPort

If TQX displays Unsupported broker after you selected a different broker on LongPort, open the LongPort dashboard. Click your profile picture in the upper-right corner and select Logout.
LongPort profile menu with the Logout option highlighted

Open the profile menu and select Logout

2

Link your account again

Then return to the Panda account linking page and start the linking process again.

Qube

Research, data, and subscriptions.

GATC

Registration, scoring, and prizes.
Contact support