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Open weights release

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Released 2026年4月

DeepSeek V4 Pro 0424：本次发布的智能、性能与价格

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

可用服务商

GMI

智能

DeepSeek V4 Pro (max)

DeepSeek V4 Pro (high)

DeepSeek V4 Pro (Non-reasoning)

Artificial Analysis Intelligence Index

速度

DeepSeek V4 Pro (Non-reasoning)

93 Token/秒

DeepSeek V4 Pro (high)

92 Token/秒

DeepSeek V4 Pro (max)

86 Token/秒

输出速度

成本

DeepSeek V4 Pro (max)

$0.12

DeepSeek V4 Pro (high)

DeepSeek V4 Pro (Non-reasoning)

每项 Intelligence Index 任务

DeepSeek V4 Pro 0424 发布包含 3 个模型，各自具有不同的智能、性能与价格特征。下方对这 3 个模型的关键指标进行了比较。

智能方面，DeepSeek V4 Pro 0424 中得分最高的模型是 DeepSeek V4 Pro (Reasoning, Max Effort)（31）。
输出速度方面，最快的模型是 DeepSeek V4 Pro (Non-reasoning)（93 token/秒）。
延迟方面，DeepSeek V4 Pro (Non-reasoning)（1.56 秒）的首个答案 token 等待时间最短。
价格方面，DeepSeek V4 Pro (Reasoning, Max Effort)（$0.12）的单任务成本最低。

输入模态	支持：文本
输出模态	支持：文本
上下文窗口	1M 约 1500 页 A4 纸（12 号 Arial 字体）
总参数量	1.6T
活跃参数量	49B 推理期间每个 token 启用的参数数量
模型权重	Hugging Face

智能

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v4.3 incorporates 10 evaluations: AA-Briefcase, GDPval-AA v2, AutomationBench-AA, Terminal-Bench v4.0, SciCode, Humanity's Last Exam, GDP.pdf, CritPt, AA-Omniscience, AA-LCR v1.1

Estimate (independent evaluation forthcoming)

Artificial Analysis Intelligence Index v4.3 includes: AA-Briefcase, GDPval-AA v2, AutomationBench-AA, Terminal-Bench v4.0, 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 vs. Cost per Intelligence Index Task

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

Cost per Intelligence Index Task

Weighted average cost (USD) per Artificial Analysis Intelligence Index task, segmented by token type. Lower is better

速度与延迟

Output Speed

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 (e.g. OpenAI for o1) or the median across providers where a first-party API is not available (e.g. Meta's Llama models).

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, AA-Briefcase, Humanity's Last Exam, AutomationBench-AA, AA-LCR v1.1, GDP.pdf · Higher is better

Strategy & Ops Index

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

Legal Index

Incorporates 7 evaluations: AA-Omniscience, GDPval-AA v2, AA-Briefcase, 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, AA-Briefcase, 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, AA-Briefcase, Terminal-Bench v4.0 · Higher is better

Economics Index

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

							权重		服务商基准测试
DeepSeek V4 Pro (Reasoning, Max Effort)	DeepSeek	31	1.6T 推理时启用 49B 个参数	1M	US$0.2	86	🤗	+6	查看
DeepSeek V4 Pro (Reasoning, High Effort)	DeepSeek	30	1.6T 推理时启用 49B 个参数	1M	US$0.2	92	🤗	+5	查看
DeepSeek V4 Pro (Non-reasoning)	DeepSeek	21	1.6T 推理时启用 49B 个参数	1M	US$0.2	93	🤗	+2	查看

DeepSeek V4 Pro 0424：本次发布的智能、性能与价格

智能

速度

成本

智能

Artificial Analysis Intelligence Index

Intelligence Index vs. Cost per Intelligence Index Task

成本

Cost per Intelligence Index Task

速度与延迟

Output Speed

能力得分

能力指数

DeepSeek 的更多发布

更多详情

DeepSeek V4 Pro 0424：本次发布的智能、性能与价格

智能

速度

成本

技术规格

智能

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. Cost per Intelligence Index Task

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

成本

Cost per Intelligence Index Task

Cost per Intelligence Index Task

速度与延迟

Output Speed

Output Speed

Model Performance Representation

能力得分

能力指数

DeepSeek 的更多发布

更多详情