
AI-native code editor built on VS Code fork with deep multi-file editing and intelligent codebase indexing.
AI-native code editor built on VS Code fork with deep multi-file editing and intelligent codebase indexing.
Kvants Studio (KvantsAI) records 1,874 monthly visits with -47.8% month-over-month growth and Freemium pricing. VS Code records 7,397,370 monthly visits with -3.8% growth and Freemium pricing.
Build, backtest and validate quantitative trading agents in plain English
| Dimension / Metric | ![]() | |
|---|---|---|
| Official Domain | kvants.ai | code.visualstudio.com |
| Pricing Model | Freemium | Freemium |
| Monthly Visits | 1.87K (1,874) | 7.4M (7,397,370) |
| MoM Traffic Delta | -1.71K (-47.8%) | -288.8K (-3.8%) |
| Primary Market & Share | 🇺🇸 United States (100%) | 🇺🇸 United States (18.9%) |
| Direct Visits / mo | 711 | 2.17M |
| User Rating | 4.1 | 4.8 |
| Supported Platforms | Website | Website |
Build, backtest and validate quantitative trading agents in plain English
Describe a trading thesis and the AI drafts a fully wired quantitative model with 71 building blocks, 25 signals and 16 curated templates — zero lines of code required.
A NautilusTrader engine models fees, slippage, spreads and funding across 14 venues, with single-asset, multi-asset, parameter-sweep, walk-forward and crisis-period modes.
Walk-forward analysis separates durable logic from historical coincidence, and crisis replay stresses strategies against regimes such as March 2020 and May 2022.
A cross-session brain tracks market regime, performance drift and parameter sensitivity so the model stays observable and continuously reviewed.

Write code with precision, hand bigger jobs to agents, and keep working from anywhere
Agents open the repository, form a plan, edit multiple files and explain the changes so you can review each diff before accepting it. You can also run several agents in parallel to push a backlog forward.
Point the editor at Anthropic, OpenAI, Google, Microsoft or open-weight models, or bring your own key. Pick the Copilot, Claude or Codex harness that matches how you like to work.
JavaScript, TypeScript, HTML and CSS work out of the box, and Marketplace extensions add IntelliSense, linting, refactoring and debuggers for Python, Java, C++, Go, Rust and more.
Integrated terminal, source control, debugger, testing, Jupyter notebooks, an integrated browser and Dev Containers all live in one window, so you stay close to the code.

AI-native code editor built on VS Code fork with deep multi-file editing and intelligent codebase indexing.
AI-native code editor built on VS Code fork with deep multi-file editing and intelligent codebase indexing.
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