Yetone's Alma Outperforms Claude Code in Pass Rate and Cost

Independent developer Yetone's AI Agent Alma achieved a task pass rate of 72.7% and a success cost of approximately $0.80 in a comparative evaluation initiated by Runta, ranking third overall, surpassing Claude Code's 70.0% pass rate and $0.94 cost. This evaluation covered 21 configuration sets, 5 large models, and 62 tasks, with a planned execution of 26,040 times, a scale 72 times larger than the previous version. All tools operated in a unified cloud environment, comparing task success rates, token costs, and execution speeds. Alma supports local operation and long-term memory, capable of reading and modifying code, executing terminal commands, searching the web, and supports Skills and MCP. Recently, Alma integrated with Herdr, allowing programming agents like Claude Code, Codex, and Pi to run within Herdr, enabling users to remotely manage multiple agents via iPhone. The evaluation is still ongoing, and rankings may change; the models evaluated are limited to open-source models such as GLM, DeepSeek, Kimi, and Muse, excluding closed-source models from the GPT and Claude series.

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