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End-to-end cloud task execution on Cloud Benchmark 278-task (test)

65.34Pass@1Gemini 3 Pro Preview
42.397648.353854.3160.2662Jun 8, 2026

Evaluation results

MethodLinks
Gemini 3 Pro PreviewDeployment=API-only2026.0665.3479.867
AliyunConsoleAgent-32B (SFT+GRPO)Deployment=Private2026.0663.5275.180.56
GPT-5.5Deployment=API-only2026.0662.0876.0915.5
Kimi K2.6Deployment=API-only2026.0660.7973.382.7
Qwen3.6-PlusDeployment=API-only2026.0657.6972.660.97
AliyunConsoleAgent-32B (SFT)Deployment=Private2026.0656.8972.660.56
Qwen3-VL-32B-Instruct (Base)Deployment=Private2026.0643.2860.790.56