A commenter praised Wiz's new Cyber Model Arena for its practical approach of tying AI agent success rates to the cost per solve, which helps users determine which setups are practical for...

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    "summary": "A commenter praised Wiz's new Cyber Model Arena for its practical approach of tying AI agent success rates to the cost per solve, which helps users determine which setups are practical for repeated use.",
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        "url": "https://www.reddit.com/r/aiagents/comments/1wfmkvb/comment/p9nvdz8/",
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        "author": "Character_Event_4537",
        "excerpt": "How are they normalizing the harness side here? If Wiz is running the same task set across ADK ReAct and Claude Code with the model held constant, that makes the gap interesting compared to a normal leaderboard. Would be good to know what counts as a solve in the Arena too",
        "posted_at": "2026-09-14T00:48:14.000Z",
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        "author": "InternNo8266",
        "excerpt": "This is a better way to look at security agents than raw benchmark scores. Wiz tying success rate to cost per solve makes it easier to see which setups are practical to run repeatedly",
        "posted_at": "2026-09-14T00:35:10.000Z",
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        "author": "_Ojin",
        "excerpt": "good to see this getting measured rather than argued about. harness design ends up mattering as much as model choice and there is very little written on it.",
        "posted_at": "2026-09-14T08:45:49.000Z",
        "author_url": "https://www.reddit.com/user/_Ojin/"
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        "excerpt": "This matches what I see. Same model, two harnesses, very different injection success rates, because the harness decides what the model can actually reach.\n\n The two things that move the number for me are whether tool output gets fed back as plain text into the same context as instructions, and whether the harness re-confirms a write after a tool result changes the plan mid-run.\n\n A benchmark that",
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        "author": "seventyfivepupmstr",
        "excerpt": "The harness is significantly more important than the model. Not sure how people don't understand this...",
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