Qwen3.8 27B vs. DeepSeek V4 Pro 0813：发布比较

Qwen3.8 27B 与 DeepSeek V4 Pro 0813 发布比较：分别包含 4 个和 2 个模型，各自具有不同的智能、性能与价格特征。下方对全部 6 个模型的关键指标进行了比较。

智能方面，DeepSeek V4 Pro 0813 得分最高：DeepSeek V4 Pro 0813 (Max)（36），Qwen3.8 27B 为 Qwen3.8 27B (Xhigh)（34）。
输出速度方面，DeepSeek V4 Pro 0813 最快：DeepSeek V4 Pro 0813 (Max)（107 token/秒），Qwen3.8 27B 为 Qwen3.8 27B (Medium)（49 token/秒）。
单任务成本方面，DeepSeek V4 Pro 0813 最低：DeepSeek V4 Pro 0813 (Non-reasoning)（$0.36），Qwen3.8 27B 为 Qwen3.8 27B (Xhigh)（$1.01）。

比较的发布


	DeepSeek V4 Pro 0813 (max)	Qwen3.8 27B (xhigh)	Qwen3.8 27B (medium)	Qwen3.8 27B (low)	DeepSeek V4 Pro 0813 (non-reasoning)	Qwen3.8 27B (non-reasoning)
Intelligence Index	36	34	28	26	20	20
财务与会计	41	34	28	27	26	19
战略与运营	46	37	34	29	32	16
法律	41	35	27	28	27	22
医疗与健康	38	34	--	--	--	--
工程	37	33	25	24	22	22
经济学	44	43	31	32	26	30
AA-Briefcase v1.1	1257	1395	1375	1272	928	898
GDPval-AA v2.1	1450	1417	1382	1363	1058	1072
AutomationBench-AA	56.7%	48.2%	40.3%	30.1%	34.9%	12.4%
Terminal-Bench 4.0	14.1%	5.6%	5.1%	2.5%	1.5%	0.0%
SciCode	51.0%	46.6%	39.0%	40.0%	39.9%	36.2%
Humanity's Last Exam	41.0%	33.9%	14.1%	14.0%	10.6%	12.1%
GDP.pdf	11.4%	16.4%	12.8%	10.4%	3.6%	5.2%
CritPt	18.0%	5.4%	0.0%	0.0%	0.0%	0.3%
AA-Omniscience	1	−10	−36	−27	−12	−8
AA-LCR v1.1	80.3%	82.0%	79.7%	77.3%	50.7%	69.3%

每任务成本美元	$0.67	$1.01	$1.13	$1.05	$0.36	$2.49
输入价格美元/100 万 Token	$1.32	$0.50	$0.50	$0.50	$1.32	$0.50
输出价格美元/100 万 Token	$3.96	$3.00	$3.00	$3.00	$3.96	$3.00
缓存命中价格美元/100 万 Token	$0.044	$0.10	$0.10	$0.10	$0.044	$0.10
缓存写入价格美元/100 万 Token	--	--	--	--	--	--

输出速度Token/秒	107	45	49	43	101	48
首 Token 延迟秒	1.61	3.93	3.95	4.16	1.65	3.99
首个回答 Token 时间秒	20.28	48.31	45.15	50.67	1.65	3.99
端到端响应时间秒	24.95	59.40	55.45	62.30	6.61	14.36
每任务耗时秒	386.14	1,187.41	969.70	973.20	291.53	591.74

上下文窗口	1M	256k	256k	256k	1M	256k
开发商	DeepSeek	Alibaba	Alibaba	Alibaba	DeepSeek	Alibaba
许可证	开放	开放	开放	开放	开放	开放
输入模态	支持：文本	支持：文本、图像和视频	支持：文本、图像和视频	支持：文本、图像和视频	支持：文本	支持：文本、图像和视频
输出模态	支持：文本	支持：文本	支持：文本	支持：文本	支持：文本	支持：文本
服务商	+7	+6				+3

智能

Artificial Analysis Intelligence Index · Higher is better

速度

Output tokens per second · Higher is better

每任务成本

Weighted average cost (USD) per Intelligence Index task · Lower is better

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

DeepSeek V4 Pro 0813

Pareto line

AA-Briefcase v1.1

GDPval-AA v2.1

单任务成本（美元，对数刻度）

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

AA-PersonalityBenchNew

Model AvsModel B

AA-PersonalityBench results are not available for DeepSeek V4 Pro 0813

Qwen3.8 27B vs. DeepSeek V4 Pro 0813：发布比较

智能

速度

每任务成本

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

AA-PersonalityBenchNew