Qwen3.8 27B vs DeepSeek V4 Pro 0813: Release Comparison

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

Comparison of the Qwen3.8 27B and DeepSeek V4 Pro 0813 releases: 4 and 2 models respectively, each with different intelligence, performance, and pricing characteristics. Below is a comparison of the key metrics across all 6 models.

For intelligence, DeepSeek V4 Pro 0813 scores highest: DeepSeek V4 Pro 0813 (Max) at 36, against Qwen3.8 27B (Xhigh) at 34 for Qwen3.8 27B.
For output speed, DeepSeek V4 Pro 0813 is fastest: DeepSeek V4 Pro 0813 (Max) at 107 t/s, against Qwen3.8 27B (Medium) at 50 t/s for Qwen3.8 27B.
For cost per task, DeepSeek V4 Pro 0813 is cheapest: DeepSeek V4 Pro 0813 (Non-reasoning) at $0.36, against Qwen3.8 27B (Xhigh) at $1.01 for Qwen3.8 27B.

Model Playground

Releases compared


	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
Finance & Accounting	41	34	28	27	26	19
Strategy & Ops	46	37	34	29	32	16
Legal	41	35	27	28	27	22
Healthcare & Medical	38	34	--	--	--	--
Engineering	37	33	25	24	22	22
Economics	44	43	31	32	26	30
AA-Briefcase v1.1	1256	1395	1375	1272	928	898
GDPval-AA v2.1	1449	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%

Cost per TaskUSD	$0.67	$1.01	$1.13	$1.05	$0.36	$2.49
Input PriceUSD/1M Tokens	$1.32	$0.50	$0.50	$0.50	$1.32	$0.50
Output PriceUSD/1M Tokens	$3.96	$3.00	$3.00	$3.00	$3.96	$3.00
Cache Hit PriceUSD/1M Tokens	$0.044	$0.10	$0.10	$0.10	$0.044	$0.10
Cache Write PriceUSD/1M Tokens	--	--	--	--	--	--

Output SpeedTokens/s	107	45	50	43	101	48
Time to First Tokens	1.61	3.92	3.93	4.15	1.68	3.99
Time to First Answer Tokens	20.28	48.19	43.87	50.45	1.68	3.99
End-to-End Response Times	24.95	59.25	53.85	62.02	6.64	14.31
Time per Tasks	386.14	1,174.27	958.12	965.02	291.53	584.01

Context Window	1M	256k	256k	256k	1M	256k
Creator	DeepSeek	Alibaba	Alibaba	Alibaba	DeepSeek	Alibaba
License	Open	Open	Open	Open	Open	Open
Input Modality	Supports: text	Supports: text, image, and video	Supports: text, image, and video	Supports: text, image, and video	Supports: text	Supports: text, image, and video
Output Modality	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text	Supports: text
Providers	+7	+6				+3

Intelligence

Artificial Analysis Intelligence Index · Higher is better

Speed

Output tokens per second · Higher is better

Cost per Task

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

Intelligence

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 vs. Cost per Task

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

Cost per Task (USD, Log Scale)

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.

Cost

Cost per Intelligence Index Task

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

Speed & Latency

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 or the median across providers where a first-party API is not available.

Capability Scores

Capability Indexes

Measures the performance of models on specific capabilities and industries

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: Release Comparison

Intelligence

Speed

Cost per Task

Intelligence

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. Cost per Task

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

Cost

Cost per Intelligence Index Task

Cost per Intelligence Index Task

Speed & Latency

Output Speed

Output Speed

Model Performance Representation

Capability Scores

Capability Indexes

AA-PersonalityBenchNew