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Claude Fable 5.2 (Max) 登顶 Agent Arena 榜首

https://t.co/mLF2gl7ovO

Why we picked it

Anthropic 新的 Claude Fable 5.2 在 Arena.ai 真实智能体任务测试里比第二名 Opus 5.5 高出一大截,API 还降价 20%。做智能体应用的开发者可以对比 Gemini 4 Carbon 的低价方案看看怎么选。

Anthropic 发布 Claude Fable 5.2 (Max),在 Arena.ai 的 Agent Arena 中以 +30.4% 的净改进得分排名第一,约为第二名 Claude Opus 5.5(+19.5%)的 1.6 倍,数据来自 4.7k 条真实智能体任务会话。

Body

相比上一代 Claude Fable 5.1,新模型从第 5 名升至第 1 名,净改进从 +14.8% 提升到 +30.4%,单任务成本从 $7.7 降至 $7.3。API 定价从每百万输入/输出 token $10/$50 降至 $8/$40,降幅约 20%。在四项细分指标上均为第一:Praise vs. Complaint +73%、Steerability +33%、Confirmed Success +22%,Bash Reliability +14% 排第三。

按类别看,它在 Code(+34%)、Work(+31%)、Chat(+27%)三个类别全部登顶,其中 Code 从 5.1 代的第 6 名升至第 1。对比其他模型:Gemini 4 Carbon (High) 净改进 +17.0%、单任务成本仅 $1.5,GPT-6-Astra (Max) 为 +14.5%、$6.0/task,Fable 5.2 在性能上领先明显但成本不是最低。

Original · lmarena.ai

https://t.co/mLF2gl7ovO

x.com/arena/status/2… Arena.ai @arena Big news: Claude Fable 5.2 (Max) by @AnthropicAI takes #1 in Agent Arena with an unprecedented lead: +30.4% net improvement, about 1.6x the #2 model Opus-5.5, across 4.7k real-world agentic sessions from our global community. It's also #1 in Code, Chat and Work. A major leap over Claude Fable 5.1 (Max) - Rank: #5 → #1 , Net improvement: +14.8% → +30.4% - Median cost per task: $7.7 → $7.3 (6% lower). The API pricing $10/$50 → $8/$40 per million input/output tokens (20% lower) vs. The Frontiers - #1 Claude Fable 5.1 (Max): +30.4% | $7.3/task - #2 Claude Opus 5.5 (Max):+19.5%) | $5.5/task - #3 Gemini 4 Carbon (High):+17.0%) | $1.5/task - #6 GPT-6-Astra (Max): +14.5% | $6.0/task Breaking down performance across signals: Fable 5.2 improves over 5.1 across all four reported signals, with particularly large gains in user satisfaction and steerability. - #1 Praise vs. Complaint , +73%, biggest jump vs +41% the next model. - #1 Steerability: +33% - #1 Confirmed Success: +22% - #3 Bash Reliability: +14% #1 across all major categories - #1 Code: +34% - #1 Work: +31% - #1 Chat: +27% - Versus Fable 5.1: Code #6 → #1 (+19.8 %), Work #4 → #1 (+15.8 %), Chat #6 → #1 (+12.0%). Huge congrats to the @AnthropicAI team on this incredible release! 🔗 View Quoted Tweet

Industry Coordinates & Source Verification

This report is categorized under AITOP's "Models" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to US-China foundation model benchmarks and commercialization comparison and AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include Claude, Anthropic, Agent Arena, Gemini 4 Carbon.

Source attribution: curated from lmarena.ai (@lmarena_ai). Cross-source corroboration: 11 independent sources have covered this development (including Artificial Analysis, AI Will, 宝玉), confirming industry-wide signal strength.