
Coding
Expert coding datasets and evaluations
Complex engineering workflows focused on game engines, C++, CUDA, Rust, debugging, and traces that capture how experienced game developers operate.
Products
Nitrode is unique because our expert network includes hundreds of game developers and creative software specialists across disciplines that traditional software engineering teams often do not cover.
We believe advancing AI for game development requires a broader range of expertise, spanning code, tools, art, animation, design, and interactive systems to push model capabilities forward.

Benchmarks · Live
Our first open benchmark: agentic C++ changes inside real Unreal Engine 5 projects. View leaderboard, methodology, and failure analysis →

Coding
Complex engineering workflows focused on game engines, C++, CUDA, Rust, debugging, and traces that capture how experienced game developers operate.

Tool-calling
We turn real workflows into interactive tool-calling environments where models learn when to call tools, how to use APIs correctly, and how to interpret tool inputs.

Computer-use
Expert trajectories focused on creative software (Blender, Unreal, Resolume) and enterprise workflows (SAP, Jira). High-quality environments paired with expert demonstrations.

Multimodal
Datasets and evaluations for models reasoning across code, images, video, screenshots, interfaces, assets, and interactive environments.

Game-dev suite
We release benchmarks across multiple modalities, designed to represent the full range of capabilities required for game development.