63 个模型

Anthropic 模型：智能、性能与价格

Name: Artificial Analysis Intelligence Index
Creator: Artificial Analysis
License: https://artificialanalysis.ai/docs/legal/Terms-of-Use.pdf

Anthropic

智能

Claude Opus 5.5 (max with fallback)

Claude Sonnet 5.5 (max with fallback)

Claude Opus 5.5 (xhigh with fallback)

Claude Opus 5.5 (high with fallback)

Claude Fable 5.1 (max with fallback)

Artificial Analysis Intelligence Index

速度

Claude Haiku 5.5 (max)

235 Token/秒

Claude Haiku 5.5 (xhigh)

195 Token/秒

Claude Haiku 5.5 (high)

188 Token/秒

Claude Haiku 5.5 (medium)

181 Token/秒

Claude Haiku 5.5 (low)

171 Token/秒

输出速度

成本

Claude Haiku 5.5 (low)

$0.02

Claude Haiku 5.5 (medium)

$0.05

Claude Haiku 5.5 (high)

$0.08

Claude Haiku 5.5 (xhigh)

$0.12

Claude Haiku 5.5 (max)

$0.21

每项 Intelligence Index 任务

Artificial Analysis 已对 Anthropic 的 63 个模型进行基准测试。下方对这些模型的关键指标进行了比较。

智能方面，Anthropic 得分最高的模型是 Claude Opus 5.5 (Max, Default Fallback)（58）。
输出速度方面，最快的模型是 Claude Haiku 5.5 (Max)（235 token/秒）。
延迟方面，Claude Sonnet 5.5 (Low, Default Fallback)（0.98 秒）的首个答案 token 等待时间最短。
价格方面，Claude Haiku 5.5 (Low)（$0.02）的单任务成本最低。不同模型的价格差异最高可达 312 倍。

智能

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3.2 incorporates 10 evaluations: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1

Artificial Analysis Intelligence Index v4.3.2 includes: AA-Briefcase v1.1, GDPval-AA v2.1, AutomationBench-AA, Terminal-Bench 4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index 与每项任务的成本

Artificial Analysis Intelligence Index · Weighted average cost (USD) per Artificial Analysis Intelligence Index task

Most attractive quadrant

Pareto line

Weighted average cost per Intelligence Index task. Each evaluation’s cost is calculated from input, cache hit, cache write, reasoning, and answer token prices, divided by task count, and weighted by its Intelligence Index weight.

成本

每项 Intelligence Index 任务的成本

Weighted average cost (USD) per Intelligence Index task · Segmented by token type · Lower is better

速度与延迟

输出速度

Output tokens per second · Higher is better

Tokens per second received while the model is generating tokens (ie. after first chunk has been received from the API for models which support streaming).

Figures represent performance of the model's first-party API or the median across providers where a first-party API is not available.

能力得分

能力指数

衡量模型在特定能力与行业中的表现

Finance & Accounting Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 6 evaluations: GDPval-AA v2.1, AA-Briefcase v1.1, AA-Omniscience, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, Humanity's Last Exam, AA-LCR v1.1, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 6 evaluations: AA-Omniscience, GDPval-AA v2.1, AA-Briefcase v1.1, MLCR-AA, Humanity's Last Exam, AutomationBench-AA · Higher is better

Engineering Index

Incorporates 6 evaluations: AA-Omniscience, Humanity's Last Exam, CritPt, GDPval-AA v2.1, AA-Briefcase v1.1, Terminal-Bench 4.0 · Higher is better

Economics Index

Incorporates 5 evaluations: AA-Omniscience, Humanity's Last Exam, GDPval-AA v2.1, AA-Briefcase v1.1, AA-LCR v1.1 · Higher is better

Anthropic 的所有发布

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							权重		服务商基准测试
Claude Opus 5.5 (Max, Default Fallback)	Anthropic	58	-	1M	US$2.9	97	不可用		查看
Claude Sonnet 5.5 (Max, Default Fallback)	Anthropic	56	-	1M	US$1.5	141	不可用		查看
Claude Opus 5.5 (Xhigh, Default Fallback)	Anthropic	56	-	1M	US$2.9	87	不可用		查看
Claude Opus 5.5 (High, Default Fallback)	Anthropic	54	-	1M	US$2.9	83	不可用		查看
Claude Fable 5.1 (Max, Default Fallback)	Anthropic	53	-	1M	US$7.2	71	不可用		查看
Claude Fable 5.1 (Xhigh, Default Fallback)	Anthropic	53	-	1M	US$7.2	64	不可用		查看
Claude Sonnet 5.5 (Xhigh, Default Fallback)	Anthropic	52	-	1M	US$1.5	114	不可用		查看
Claude Opus 5.5 (Medium, Default Fallback)	Anthropic	51	-	1M	US$2.9	86	不可用		查看
Claude Fable 5.1 (High, Default Fallback)	Anthropic	51	-	1M	US$7.2	59	不可用		查看
Claude Opus 5 (Max)	Anthropic	51	-	1M	US$3.9	60	不可用		查看
Claude Opus 5 (Xhigh)	Anthropic	50	-	1M	US$3.9	53	不可用		查看
Claude Fable 5 (Max, Opus 4.8 Fallback)	Anthropic	50	-	1M	US$7.7	71	不可用		查看
Claude Fable 5.1 (Medium, Default Fallback)	Anthropic	49	-	1M	US$7.2	59	不可用		查看
Claude Opus 5 (High)	Anthropic	48	-	1M	US$3.9	55	不可用		查看
Claude Fable 5.1 (Low, Default Fallback)	Anthropic	47	-	1M	US$7.2	60	不可用		查看
Claude Sonnet 5.5 (High, Default Fallback)	Anthropic	47	-	1M	US$1.5	110	不可用		查看
Claude Opus 5 (Medium)	Anthropic	45	-	1M	US$3.9	55	不可用		查看
Claude Haiku 5.5 (Max)	Anthropic	43	-	1M	US$0.1	235	不可用		查看
Claude Opus 5.5 (Low, Default Fallback)	Anthropic	42	-	1M	US$2.9	84	不可用		查看
Claude Opus 4.8 (Max)	Anthropic	42	-	1M	US$3.9	65	不可用		查看
Claude Haiku 5.5 (Xhigh)	Anthropic	41	-	1M	US$0.1	195	不可用		查看
Claude Sonnet 5.5 (Medium, Default Fallback)	Anthropic	41	-	1M	US$1.5	112	不可用		查看
Claude Opus 4.7 (Max)	Anthropic	41	-	1M	US$3.9	55	不可用		查看
Claude Opus 5 (Low)	Anthropic	39	-	1M	US$3.9	54	不可用		查看
Claude Sonnet 5 (Max)	Anthropic	38	-	1M	US$1.5	81	不可用		查看
Claude Haiku 5.5 (High)	Anthropic	38	-	1M	US$0.1	188	不可用		查看
Claude Sonnet 5.5 (Low, Default Fallback)	Anthropic	36	-	1M	US$1.5	109	不可用		查看
Claude Haiku 5.5 (Medium)	Anthropic	34	-	1M	US$0.1	181	不可用		查看
Claude Sonnet 5 (Xhigh)	Anthropic	34	-	1M	US$1.5	77	不可用		查看
Claude Opus 4.6 (Max)	Anthropic	32	-	1M	US$3.9	49	不可用		查看
Claude Sonnet 5 (High)	Anthropic	32	-	1M	US$1.5	74	不可用		查看
Claude Opus 4.7 (Non-reasoning, High)	Anthropic	31	-	1M	US$3.9	46	不可用		查看
Claude Sonnet 4.6 (Max)	Anthropic	30	-	1M	US$2.3	63	不可用		查看
Claude Haiku 5.5 (Low)	Anthropic	29	-	1M	US$0.1	171	不可用		查看
Claude Opus 4.5 (Reasoning)	Anthropic	29	-	200k	US$3.9	63	不可用		查看
Claude Sonnet 5 (Medium)	Anthropic	28	-	1M	US$1.5	72	不可用		查看
Claude Opus 4.6 (Non-reasoning, High)	Anthropic	26	-	1M	US$3.9	40	不可用		查看
Claude Sonnet 4.6 (Non-reasoning, High)	Anthropic	25	-	1M	US$2.3	45	不可用		查看
Claude Sonnet 5 (Low)	Anthropic	24	-	1M	US$1.5	70	不可用		查看
Claude Opus 4.5 (Non-reasoning)	Anthropic	24	-	200k	US$3.9	51	不可用		查看
Claude Sonnet 4.6 (Non-reasoning, Low)	Anthropic	23	-	1M	US$2.3	49	不可用		查看
Claude Sonnet 5 (Non-reasoning, High)	Anthropic	23	-	1M	US$1.5	69	不可用		查看
Claude 4.1 Opus (Reasoning)	Anthropic	23	-	200k	US$11.6	-	不可用		查看
Claude 4.5 Sonnet (Reasoning)	Anthropic	21	-	1M	US$2.3	51	不可用		查看
Claude 4 Opus (Reasoning)	Anthropic	21	-	200k	US$11.6	-	不可用		查看
Claude 4.5 Sonnet (Non-reasoning)	Anthropic	19	-	1M	US$2.3	43	不可用		查看
Claude 4 Sonnet (Reasoning)	Anthropic	19	-	1M	-	-	不可用	-	查看
Claude 4.1 Opus (Non-reasoning)	Anthropic	19	-	200k	US$11.6	-	不可用		查看
Claude 3.7 Sonnet (Reasoning)	Anthropic	18	-	200k	-	-	不可用	-	查看
Claude 4.5 Haiku (Reasoning)	Anthropic	17	-	200k	US$0.8	97	不可用		查看
Claude 4 Opus (Non-reasoning)	Anthropic	17	-	200k	US$11.6	-	不可用		查看
Claude 4 Sonnet (Non-reasoning)	Anthropic	17	-	1M	-	-	不可用	-	查看
Claude 4.5 Haiku (Non-reasoning)	Anthropic	15	-	200k	US$0.8	86	不可用		查看
Claude 3.7 Sonnet (Non-reasoning)	Anthropic	15	-	200k	US$2.3	-	不可用		查看
Claude 3.5 Haiku	Anthropic	9	-	200k	-	-	不可用	-	查看
Claude 3 Opus	Anthropic	9	-	200k	US$11.6	-	不可用		查看
Claude 3.5 Sonnet (Oct '24)	Anthropic	8	-	200k	US$2.3	-	不可用		查看
Claude 3.5 Sonnet (June '24)	Anthropic	7	-	200k	US$2.3	-	不可用		查看
Claude 3 Sonnet	Anthropic	6	-	200k	-	-	不可用	-	查看
Claude 2.1	Anthropic	6	-	200k	-	-	不可用	-	查看
Claude 3 Haiku	Anthropic	6	-	200k	US$0.4	-	不可用		查看
Claude 2.0	Anthropic	6	-	100k	-	-	不可用	-	查看
Claude Instant	Anthropic	5	-	100k	-	-	不可用	-	查看

Anthropic 模型：智能、性能与价格

智能

速度

成本

智能

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index 与每项任务的成本

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

成本

每项 Intelligence Index 任务的成本

Cost per Intelligence Index Task

速度与延迟

输出速度

Output Speed

Model Performance Representation

能力得分

能力指数

Anthropic 的所有发布

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