模型多源确认精选

Artificial Analysis 六大职业能力指数升级至 v2.0,Claude Opus 5.5 全部第一

精选理由

选模型别只看综合榜单了,这份 v2.0 按会计、法律、医疗等六个职业分别排名,Claude Opus 5.5 全部第一,开源里 Kimi K3.1 Pro 最强。

Artificial Analysis 将 Finance & Accounting、Strategy & Ops、Legal、Healthcare & Medical、Engineering、Economics 六个 Capability Indexes 更新到 v2.0,与 Intelligence Index v5.0 对齐。各指数普遍上调 Non-Hallucination 和 Agentic Tool Use 的权重,HLE 升级为 HLE-Diamond,AA-Omniscience 升到 v1.1。Engineering 新增 Science 能力,来源是 CritPt v2 (Hard Subset) 和 Terminal-Bench-Science 0.1。结果方面,Claude Opus 5.5 (max) 在全部六个指数排名第一,GPT-6 Astra (max) 在其中三个指数居次席。开源模型中 Kimi K3.1 Pro 在六个指数均领先,排名在第 5 到第 8 名之间。

原文 · Artificial Analysis

We’ve updated the six Artificial Analysis Capability Indexes to v2.0, aligning them with evaluations from the Artificial Analysis Intelligence Index v5.0 and placing greater emphasis on Non-Hallucination and Agentic Tool Use

The Capability Indexes map tasks from O*NET occupations to benchmarks that represent them, weighting each benchmark by how often its capability appears in that occupation. There are six indexes: Finance & Accounting, Strategy & Ops, Legal, Healthcare & Medical, Engineering, and Economics.

Key changes:

➤ Finance & Accounting: increased weight on Non-Hallucination, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, removed GDPval-AA from Agentic Knowledge Work, and removed AA-LCR from Long-Context

➤ Strategy & Ops: increased weight on Agentic Tool Use, added Non-Hallucination and upgraded AA-Omniscience to v1.1, removed GDPval-AA from Agentic Knowledge Work, and removed AA-LCR from Long-Context

➤ Legal: increased weight on Non-Hallucination, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, removed GDPval-AA from Agentic Knowledge Work, and removed AA-LCR from Long-Context

➤ Healthcare & Medical: increased weight on Agentic Tool Use, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, and removed GDPval-AA from Agentic Knowledge Work

➤ Engineering: added Science as a new capability sourced from CritPt v2 (Hard Subset) and Terminal-Bench-Science 0.1, added FrontierCode 2.0 to Agentic Coding, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, and removed GDPval-AA from Agentic Knowledge Work

➤ Economics: increased weights on Agentic Knowledge Work and Long-Context Reasoning, replaced AA-LCR with GDP.pdf in Long-Context Reasoning, upgraded HLE to HLE-Diamond and AA-Omniscience to v1.1, and removed GDPval-AA from Agentic Knowledge Work

Key results:

➤ Claude Opus 5.5 (max) leads in all six indexes, followed by GPT-6 Astra (max) in Finance & Accounting, Legal, and Engineering

➤ Among open weights models, Kimi K3.1 Pro (weights not yet released) leads all six indexes, at #5 to #8. MiniMax-M3.1-Flash leads in Strategy & Ops (#10), and DeepSeek V4.1 Flash 1017 (max) leads Healthcare & Medical (#12)