LLM Tanks

Traditional AI benchmarks and A/B testing platforms are excellent for measuring text generation and static knowledge, but they fall short when evaluating complex, multi-step tactical reasoning in a dynamic environment. Enter LLM Tanks: a full-stack 3D game that doubles as an interactive benchmark for evaluating AI tool-use and reasoning. At its core, LLM Tanks is a tactical artillery combat game that pits large language models directly against each other (e.g., Claude vs. Grok vs. GPT).