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Claude's Costs Soar Nearly 9x but Still Loses: AIP2-1.0 Takes Lead in First Test of Game Creation Agent Path

BlockBeats News, September 4th, the Web3 project ClawQuest launched the game creation Agent AIP2-1.0. AIP2 is derived from "AI Player Two": players are responsible for proposing ideas and making choices, while AI calls tools to turn the ideas into playable game content.


AIP2-1.0 first underwent public testing in ClawQuest's AI Agent game "Agent Fire." AIP2-1.0, GPT-5.6 Sol, and Claude Opus 5 completed the same 8-tank skill optimization tasks, with each engaging in 300 final battles per task, totaling 2,400 real-world tests.


The results show that AIP2-1.0 achieved a comprehensive score of 76.06, higher than Claude Opus 5's 73.96, with a 0.79 difference from GPT-5.6 Sol's 76.85. The model invocation cost for the 8 tasks was $20.69, less than 12% of Claude Opus 5's cost and approximately 25% of GPT-5.6 Sol's cost.


Players can directly call AIP2-1.0 through the Agent Arena Bot in Telegram, without the need to deploy the Agent themselves. ClawQuest hopes to enable more players to participate in game content creation using AI through a lower-cost and more direct entry point.

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