According to CoinMeta, when Kimi K3 integrates with Claude Code, the average task cost is 9 times that of Kimi Code. AI and agent are infrastructure companies that integrate the same Kimi K3 with Kimi Code, Hermes, and Claude Code, completing 28 identical tasks. The number of successful tasks among the three sets of running frameworks differs by only 2, yet there is a significant difference in usage and cost between token. Kimi Code completed 22 tasks, Hermes completed 21 tasks, and Claude Code completed 20 tasks. The median cost for individual tasks is 61,000, 67,000, and 340,000 respectively. Composio estimates that the average cost per task is approximately 0.22 dollars, 0.28 dollars, and 2 dollars. For some individual tasks, the difference in usage can be as much as 30 times. Hermes has the fastest speed, with a median time of 179 seconds for individual tasks, Kimi Code at 297 seconds, and Claude Code at 348 seconds.