{"benchmark_id":"tau3-bench","name":"TAU3-Bench","parent_benchmark":null,"categories":["reasoning","agents","tool_calling"],"modality":"text","multilingual":false,"max_score":1.0,"language":"en","description":"TAU3-Bench is a benchmark for evaluating general-purpose agent capabilities, testing models on multi-turn interactions with simulated user models, retrieval, and complex decision-making scenarios.","paper_link":null,"implementation_link":null,"verified":false,"created_at":"2026-05-07T16:53:26.462208+00:00","updated_at":"2026-07-05T18:28:02.950746+00:00","statistics":{"total_models":5,"average_score":0.608,"min_score":0.226,"max_score":0.729,"score_stddev":0.21451456826984966,"verified_count":0,"self_reported_count":5},"child_benchmarks":[],"linked_dataset":null,"models":[{"rank":1,"model_id":"mimo-v2.5-pro","model_name":"MiMo-V2.5-Pro","organization_id":"xiaomi","organization_name":"Xiaomi","organization_country":"CN","score":0.729,"normalized_score":0.729,"verified":false,"self_reported":true,"self_reported_source":"https://mimo.xiaomi.com/mimo-v2-5-pro/","analysis_method":null,"verification_date":null,"provider_id":"xiaomi","input_cost_per_million":0.435,"output_cost_per_million":0.87,"context_window":1048576,"announcement_date":"2026-04-27","param_count":1023244718976,"is_open_source":true,"is_new":false,"best_latency":null,"latency_provider":"Xiaomi","best_throughput":null,"throughput_provider":"Xiaomi","context_provider":"DeepInfra"},{"rank":2,"model_id":"qwen3.6-plus","model_name":"Qwen3.6 Plus","organization_id":"qwen","organization_name":"Alibaba Cloud / Qwen Team","organization_country":"CN","score":0.707,"normalized_score":0.707,"verified":false,"self_reported":true,"self_reported_source":"https://qwen.ai/blog?id=qwen3.6","analysis_method":null,"verification_date":null,"provider_id":"together","input_cost_per_million":0.5,"output_cost_per_million":3.0,"context_window":1000000,"announcement_date":"2026-04-02","param_count":null,"is_open_source":false,"is_new":false,"best_latency":null,"latency_provider":"Together","best_throughput":null,"throughput_provider":"Together","context_provider":"Together"},{"rank":3,"model_id":"glm-5.1","model_name":"GLM-5.1","organization_id":"zai-org","organization_name":"Zhipu AI","organization_country":"CN","score":0.706,"normalized_score":0.706,"verified":false,"self_reported":true,"self_reported_source":"https://z.ai/blog/glm-5.1","analysis_method":null,"verification_date":null,"provider_id":"friendli","input_cost_per_million":1.4,"output_cost_per_million":4.4,"context_window":200000,"announcement_date":"2026-04-07","param_count":754000000000,"is_open_source":true,"is_new":false,"best_latency":null,"latency_provider":"FriendliAI","best_throughput":null,"throughput_provider":"FriendliAI","context_provider":"ZAI"},{"rank":4,"model_id":"qwen3.6-35b-a3b","model_name":"Qwen3.6-35B-A3B","organization_id":"qwen","organization_name":"Alibaba Cloud / Qwen Team","organization_country":"CN","score":0.672,"normalized_score":0.672,"verified":false,"self_reported":true,"self_reported_source":"https://qwen.ai/blog?id=qwen3.6-35b-a3b","analysis_method":"Official user model (gpt-5.2 low) + BM25 retrieval","verification_date":null,"provider_id":null,"input_cost_per_million":null,"output_cost_per_million":null,"context_window":null,"announcement_date":"2026-04-16","param_count":35000000000,"is_open_source":true,"is_new":false,"best_latency":null,"latency_provider":null,"best_throughput":null,"throughput_provider":null,"context_provider":null},{"rank":5,"model_id":"nemotron-3-ultra-550b-a55b","model_name":"Nemotron 3 Ultra (550B A55B)","organization_id":"nvidia","organization_name":"NVIDIA","organization_country":"US","score":0.226,"normalized_score":0.226,"verified":false,"self_reported":true,"self_reported_source":"https://huggingface.co/nvidia/NVIDIA-Nemotron-3-Ultra-550B-A55B-BF16","analysis_method":"Banking","verification_date":null,"provider_id":null,"input_cost_per_million":null,"output_cost_per_million":null,"context_window":null,"announcement_date":"2026-06-04","param_count":550000000000,"is_open_source":true,"is_new":false,"best_latency":null,"latency_provider":null,"best_throughput":null,"throughput_provider":null,"context_provider":null}]}