Independent developer Yetone's Alma has broken into the top 3 of agent tools, outperforming Claude Code in both pass rate and cost.
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Beating AI News Flash: Alma, developed by independent developer Yetone, ranked third in both task pass rate and success cost in the latest round of AI Agent cross-evaluation, outperforming well-known tools like Claude Code and OpenCode. The evaluation was initiated by AI Agent infrastructure firm Runta. According to the current ranking snapshot, Alma’s task pass rate is 72.7%, second only to Codex CLI’s 77.9% and Pi’s 72.8%. Claude Code’s pass rate stands at 70.0%. Alma not only boasts a higher pass rate but also delivers tasks at a lower cost: it averages around $0.80 per successful task, compared to $0.94 for Claude Code, a roughly 16% cost reduction. This FrontierHarness v1.1 evaluation centers on a key question: How much can performance differ when using the same large language model (LLM) with distinct Agent execution frameworks? The assessment covers 21 Harness configurations, 5 LLMs, and 62 tasks, with each task repeated 4 times for a total of 26,040 planned runs. All tools operate in a unified cloud environment, with comparisons across task success rate, token cost, and execution speed. Alma is an AI Agent designed for local operation and long-term memory, capable of directly reading and modifying code, executing terminal commands, web searching, and supporting Skills and MCP. It can freely switch underlying models, with no dependency on a single model vendor. Recently, Alma has integrated Herdr: programming Agents like Claude Code, Codex, and Pi can continue running on Herdr, while Alma centralizes them into a single chat interface to view execution processes, respond to queries, and approve operations. Users can even remotely manage multiple Agents on their computer via iPhone. The evaluation is still ongoing, so rankings are subject to change. Only open-source models including GLM, DeepSeek, Kimi, and Muse were tested, with no closed-source models such as GPT and Claude series included.
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