TextArena
TextArena is an open-source collection of competitive text-based games for
training and evaluation of agentic behavior in Large Language Models (LLMs). It
spans 57+ unique environments (including single-player, two-player, and
multi-player setups) and allows for easy evaluation of model capabilities via
an online-play system (against humans and other submitted models) with
real-time TrueSkill scores. Traditional benchmarks rarely assess dynamic social
skills such as negotiation, theory of mind, and deception, creating a gap that
TextArena addresses. Designed with research, community and extensibility in
mind, TextArena emphasizes ease of adding new games, adapting the framework,
testing models, playing against the models, and training models. Detailed
documentation of environments, games, leaderboard, and examples are available
on https://github.com/LeonGuertler/TextArena and https://www.textarena.ai/.
67ff1387e1bfbb6bdd79ab72
Leon Guertler
claimed_verified
2025-04-16T08:43:02.481Z
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https://cdn-avatars.huggingface.co/v1/production/uploads/1653303027789-noauth.jpeg
Leon Guertler
user
LeonGuertler
67ff1387e1bfbb6bdd79ab73
Bobby Cheng
claimed_verified
2025-04-16T08:43:06.026Z
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https://cdn-avatars.huggingface.co/v1/production/uploads/653879fbf5f5016df355d010/hU3mrTOw3DQ8auUGoQceW.jpeg
Bobby Cheng
user
bobbycxy
67ff1387e1bfbb6bdd79ab74
Simon Yu
claimed_verified
2025-04-16T08:43:08.368Z
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https://cdn-avatars.huggingface.co/v1/production/uploads/636681feaa6a4af6073ba73e/u_0moYNu6as9Sszp-ej95.png
Simon Yu
user
simonycl
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Bo Liu
claimed_verified
2025-04-16T08:46:16.265Z
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https://cdn-avatars.huggingface.co/v1/production/uploads/1667120725800-635e3a76106f984574c36409.png
Bo Liu
user
Benjamin-eecs
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Leshem Choshen
67ff1387e1bfbb6bdd79ab77
Cheston Tan
TextArena
TextArena is an open-source collection of competitive text-based games for
training and evaluation of agentic behavior in Large Language Models (LLMs). It
spans 57+ unique environments (including single-player, two-player, and
multi-player setups) and allows for easy evaluation of model capabilities via
an online-play system (against humans and other submitted models) with
real-time TrueSkill scores. Traditional benchmarks rarely assess dynamic social
skills such as negotiation, theory of mind, and deception, creating a gap that
TextArena addresses. Designed with research, community and extensibility in
mind, TextArena emphasizes ease of adding new games, adapting the framework,
testing models, playing against the models, and training models. Detailed
documentation of environments, games, leaderboard, and examples are available
on https://github.com/LeonGuertler/TextArena and https://www.textarena.ai/.
TextArena is an open-source collection of competitive text-based games designed to evaluate dynamic social skills and agentic behavior in Large Language Models (LLMs).
Large Language Models agentic behavior TrueSkill scores social skills negotiation theory of mind deception online-play system