Test the idea.
Understand
the result.
A local workspace for the full research process. Bring your data, define your strategy, and put every assumption to the test.
Windows desktop Ubuntu headless optimization
Research plan
Chronological validation
Separate parameter selection from later evaluation.
Your source.
Genetic search.
Clear availability.
Reproducible runs.
A result is only useful
when you can
explain it.
The next question is rarely just “Did it work?” It is “What did the experiment actually test?”
Inside the research workflowKnow the source
Keep the data’s origin, coverage, and time convention visible. Bring prices and historical events into the same research context.
Challenge the selection
Explore parameters with Grid, Random, or Genetic search. Use chronological validation, out-of-sample periods, and walk-forward evaluation.
Keep the evidence
Preserve source snapshots, parameters, data fingerprints, costs, results, and execution records alongside each experiment.
Price is the beginning.
Context goes further.
Work with price history, news archives, economic events, and rates. Set clear rules for when information becomes available to a strategy.
Explore data connectionsJ-Quants
JAPAN EQUITIESDaily OHLCV, 1-minute bars, and trade ticks.
02Financial Modeling Prep
MARKETS & MACROMarket bars, historical news, economic calendar, and Treasury rates.
03NewsAPI.ai
HISTORICAL NEWSArticle archives with explicit availability assumptions.
04Your market history
VENDOR IMPORTSTickData, Databento BBO / MBP-1, and cTrader CSV formats.
Provider subscriptions, historical coverage, API permissions, and data rights are separate from the software lease.
One research process.
Two ways to work.
Use the full Windows desktop for interactive research. Run the supported built-in bar strategies and optimization without a desktop on Ubuntu.
The complete
desktop workspace.
Write and validate C#, inspect data, configure experiments, and review the results. Silver and Dark themes keep the workspace comfortable.
Explore the desktopHeadless research.
A defined scope.
Optimize four built-in bar strategies from the command line. Custom C# strategies, raw-tick workflows, and broker connections remain outside the Linux runtime.
Compare platform supportA focused platform.
One monthly plan.
QuantDeveloper Studio
Start with the details.
The workflow, data assumptions, and platform boundaries—in one manual.