A comparison of four AI agents—pi, opencode, hermes, and qwen code—tested with a self-hosted Qwen3.6-27B model on a task to build a 2D solar system simulation. All agents successfully produced a working simulation, but the quality of the code and the accuracy of the physics varied significantly. Opencode was praised for its clean architecture and stable physics, pi for its correctness and robustness, hermes for its visual flair despite physical inaccuracies, and qwen code for its minimal output. AI
IMPACT Demonstrates how agent scaffolding significantly impacts the quality and accuracy of AI-generated code, even with the same underlying model.
RANK_REASON Comparison of different AI agent frameworks using a specific model and task.
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