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Arena 公布 Gemini 4 Argon (High) 在 Agent Arena 排名第 8，净提升分 +7.92%，每任务成本 $0.62。

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原文给出 Gemini 4 Argon (High) 在 Agent Arena 的排名、净提升分和成本数据，读者可据此评估其智能体任务表现与性价比。

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More big news from @GoogleDeepMind: Gemini 4 Argon (High) is #8 in Agent Arena with a +7.92% net improvement score, and has reshaped the Pareto frontier with a $0.62 cost per task! See its placement below.

Gemini 4 Argon (High) is a 4.96 percentage point improvement over Gemini 3.8 Flash (High), at #19 with +2.96% net improvement.

By key signals, Gemini 4 Argon (High) stands out in:

  • #1 in Steerability with +15.88% (the model’s ability to course-correct when you push back)
  • #2 in Confirmed Success with +14.15% (explicit user feedback that the task worked)
  • #4 in Praise vs Complaint with +27.74% (implicit sentiment in user reactions)

By category Gemini 4 Argon (High) is especially strong in Chat, landing at #3 with +11.58% net improvement.

With 3k real-world agentic sessions so far, this score is preliminary. Stay tuned as more traces come in from our global community of users.

Congrats to the @GoogleDeepMind team on this release!

引用Arena.ai@arena

Big news: Gemini 4 Argon (High) by @GoogleDeepMind just landed #1 in Text Arena with 1525 pts, and #8 in Code Arena: WebDev with 1679 pts!

This release has reshaped the Text Arena Pareto frontier with a blended $8/MToken! Gemini 4 Argon (High) is now the most cost efficient model, see its placement on Pareto frontier below.

In the Text Arena, Gemini 4 Argon (High) ranks #1 in Coding, Hard Prompts, Instruction Following, Longer Query, and Creative Writing. It also leads every occupational domain evaluated, with additional #1 spots in English, Non-English, Chinese, and Russian.

This model is +20 points above the #2 ranked Claude Opus 4.6 (High), and a huge leap from Google’s previous release, Gemini 3.8 Flash (High) at #11!

In Code Arena: WebDev, Gemini 4 Argon (High) gained +96 points from Gemini 3.8 Flash (High), and went from #29 to #8.

Congrats to the @GoogleDeepMind team on this impressive frontier release!

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来源：Arena.ai · x.com

收录于 10月1日 AI 日报Google / GeminiAgent 智能体评测基准

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