Unverified50% confidenceBenchmarkExact time
在生成速度上，Qwen3 Max完成相同复杂场景仅需十来分钟，而其他模型可能耗时一小时以上
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
7/23/2026
First Seen
Valid until: 10/21/2026
Sources
Related Claims
UnverifiedQwen3.8-Max is capable of more than 10 days of self-evolving development, starting from an empty folder and producing a complete, production-ready project without human intervention.71% similarUnverifiedThe first generation requires a lengthy compilation of custom Triton operators (typically 30 seconds to several minutes), while subsequent runs are noticeably faster.69% similarUnverifiedHaiku 4.5 completed the test task in 3 minutes at a total cost of $0.08, making it the fastest of the three models.67% similarUnverifiedPowerful AI agents executing complex tasks often require about ten minutes rather than a few seconds.66% similarUnverifiedThis experiment (47 minutes and 51 seconds) ran longer than the previous experiment (15–20 minutes), but was more complex, with the output's theoretical depth significantly improved.65% similar
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