From Any Quant Research
to Runnable Strategy

Upload any quantitative research — arxiv, journal, or internal,
and get a structured, reproducible implementation. Same day.

Get started

Product

Find research. Implement it.
Evaluate what works.

Explore a growing Library of published research

Browse published research across arxiv, SSRN, and journals
Preview implementations before committing to a full run
Track what your team has already evaluated

Explore the Library

Turn analysis into actionable insights

Review the Research Report: results, methodology, reproducibility assessment
Compare implementations across different model runs
Export or fork the repository for further development

Explore the Workspace

How it works

From upload to working
implementation

Upload Your Paper

Upload a PDF or research document

Choose a Model

Select the model that best fits your analysis

Run & Review Results

Watch the analysis progress and explore the Research Report

Export

Access your GitHub repository and continue development

What you get

Three outputs. Every time.

Research Report

Review experiment results, assessments, and reproducibility insights in one comprehensive report

Reproduced Partial Not reproduced

GitHub Repository

Every implementation is stored in its own GitHub repository, ready to fork, modify, and maintain

MCP Integration

Fine-tuned AI models, accessible via MCP for your agent workflows

"url": "mcp.quantcode.ai"

Who it’s for

For teams where research
backlog moves faster than engineering capacity

Academic Researchers & Independent Researchers

Publish reproducible code alongside your research

Quants & Prop Researchers

Move from research to implementation without days of boilerplate engineering

Portfolio Managers

Publish reproducible code alongside your research

The next strategy starts
with research

Convert quantitative research into production-ready code

Get started

From Any Quant Researchto Runnable Strategy

Find research. Implement it.Evaluate what works.

Explore a growing Library of published research

Turn analysis into actionable insights

Featured Research

Local Stochastic Rough Volatility: Pathwise Filtering and the Conditional Density Equation

Multi-maturity consistency of option prices under bounded bid-ask spreads

The Interplay between Utility and Risk in Portfolio Selection

Multi-Asset Liquidation in Dark Pools with Adverse Selection

Optimal Execution with Passive Market Impact

Quantifying Sub-Optimality in Routing for Automated Market Makers

When large trades are not (automatically) news: Liquidity tail risk and price discovery

High-frequency trading in a limit order book

Real-time identification of the onset of financial rogue waves

Physics-Informed Singular-Value Learning for Cross-Covariances Forecasting

Long-memory GARCH via a two-dimensional Markov chain

Asymptotic and finite-sample distributions of empirical relative entropy

A stochastic correlation extension of the Vasicek credit risk model

Pareto Optimal Centralized Risk Sharing with Multiple Agents

Insurance risk models in a heterogeneous time-dependent population

Bond Market Making with a Hit-Ratio Target

How Likely and How Deep? Sharp Joint Bounds on Risk-Neutral Crash Probability

An Analytic COS Method for Compound Option Valuation

One Other Option Pricing Scheme

Flux-Corrected Diagonal Frog: second order and positivity at all time steps

From upload to workingimplementation