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Language-based Games on HouseBuild (test)

100HPGRPO
18.67239.78660.982.014Jan 29, 2026

Evaluation results

MethodLinks
GRPOResponse time (seconds)=22.0, Cost (tokens/agent/turn)=8902026.0110054.6
ACResponse time (seconds)=22.2, Cost (tokens/agent/turn)=9042026.0110055.9
Raw ModelResponse time (seconds)=22.6, Cost (tokens/agent/turn)=10162026.0199.643.2
CoLLM-CCResponse time (seconds)=19.0, Cost (tokens/agent/turn)=4422026.0186.452.7
MAGRPOResponse time (seconds)=19.2, Cost (tokens/agent/turn)=4462026.0180.250.9
CoLLM-DCResponse time (seconds)=19.4, Cost (tokens/agent/turn)=4702026.0143.846.8
PipelineResponse time (seconds)=20.2, Cost (tokens/agent/turn)=4882026.0130.641.3
DiscussionResponse time (seconds)=21.0, Cost (tokens/agent/turn)=5102026.0127.638.1
ParallelResponse time (seconds)=19.2, Cost (tokens/agent/turn)=5022026.0121.846.1