DeepSeek V4.1 Flash 1017 vs. Claude Sonnet 5.5: comparación de lanzamientos

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

Comparación de los lanzamientos DeepSeek V4.1 Flash 1017 y Claude Sonnet 5.5: 2 y 5 modelos respectivamente, cada uno con distintas características de inteligencia, rendimiento y precio. A continuación se comparan las métricas clave de los 7 modelos.

En inteligencia, Claude Sonnet 5.5 obtiene la puntuación más alta: Claude Sonnet 5.5 (Max, Default Fallback), con 54, frente a DeepSeek V4.1 Flash 1017 (Max), con 32 de DeepSeek V4.1 Flash 1017.
En velocidad de salida, DeepSeek V4.1 Flash 1017 es el más rápido: DeepSeek V4.1 Flash 1017 (Non-reasoning), con 192 tokens/s, frente a Claude Sonnet 5.5 (Max, Default Fallback), con 138 tokens/s de Claude Sonnet 5.5.
En costo por tarea, DeepSeek V4.1 Flash 1017 es el más económico: DeepSeek V4.1 Flash 1017 (Non-reasoning), con $0.43, frente a Claude Sonnet 5.5 (Low, Default Fallback), con $0.51 de Claude Sonnet 5.5.

Playground de modelos

Lanzamientos comparados


	Claude Sonnet 5.5 (max with fallback)	Claude Sonnet 5.5 (xhigh with fallback)	Claude Sonnet 5.5 (high with fallback)	DeepSeek V4.1 Flash 1017 (max)	Claude Sonnet 5.5 (medium with fallback)	Claude Sonnet 5.5 (low with fallback)	DeepSeek V4.1 Flash 1017 (non-reasoning)
Intelligence Index	54	50	41	32	30	25	19
Finanzas y contabilidad	56	49	44	42	41	36	37
Estrategia y operaciones	58	54	51	49	47	42	40
Jurídico	52	47	44	38	39	37	32
Salud y medicina	54	47	44	41	40	37	--
Ingeniería	58	53	46	37	37	33	25
Economía	56	50	46	40	41	36	34
AA-Briefcase v1.1	1814	1744	1635	1570	1440	1268	1426
AutomationBench-AA	71.8%	65.5%	59.4%	66.6%	54.9%	49.4%	48.8%
Terminal-Bench 4.0	63.6%	57.1%	43.9%	33.8%	29.8%	20.7%	9.1%
FrontierCode 2.0	41.7%	35.6%	25.7%	28.5%	11.0%	7.1%	6.1%
AA-Omniscience v1.1	30	21	19	1	19	20	2
GDP.pdf	25.8%	24.6%	25.2%	17.2%	20.2%	16.0%	4.4%
HLE-Diamond	53.3%	44.1%	33.8%	25.3%	23.8%	20.6%	7.1%
CritPt v2 (Hard Subset)	56.0%	54.0%	47.5%	24.0%	28.5%	22.5%	1.0%
Terminal-Bench-Science 0.1	53.3%	52.4%	34.3%	12.9%	16.2%	10.5%	2.4%

Costo por tareaUSD	$10.02	$4.09	$1.64	$0.60	$0.78	$0.51	$0.43
Precio de entradaUSD/1M tokens	$2.00	$2.00	$2.00	$0.30	$2.00	$2.00	$0.30
Precio de salidaUSD/1M tokens	$10.00	$10.00	$10.00	$1.20	$10.00	$10.00	$1.20
Precio de lectura de cachéUSD/1M tokens	$0.10	$0.10	$0.10	$0.006	$0.10	$0.10	$0.006
Precio de escritura de cachéUSD/1M tokens	$2.50	$2.50	$2.50	--	$2.50	$2.50	--

Velocidad de salidaTokens/s	138	111	107	173	106	108	192
Tiempo hasta el primer tokens	501,86	31,87	12,29	1,13	1,47	1,15	1,36
Tiempo hasta el primer token de respuestas	501,86	31,87	12,29	12,68	1,47	1,15	1,36
Tiempo de respuesta de extremo a extremos	505,47	36,39	16,95	15,56	6,19	5,77	3,97
Tiempo por tareas	1272,36	699,91	345,22	590,84	187,46	124,25	340,80

Ventana de contexto	1M	1M	1M	1M	1M	1M	1M
Creador	Anthropic	Anthropic	Anthropic	DeepSeek	Anthropic	Anthropic	DeepSeek
Licencia	Propietario	Propietario	Propietario	Abierto	Propietario	Propietario	Abierto
Modalidad de entrada	Admite: texto e imágenes	Admite: texto e imágenes	Admite: texto e imágenes	Admite: texto e imágenes	Admite: texto e imágenes	Admite: texto e imágenes	Admite: texto e imágenes
Modalidad de salida	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto
Proveedores				+16

Updated

Inteligencia

Artificial Analysis Intelligence Index · Higher is better

Velocidad

Output tokens per second · Higher is better

Costo por tarea

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

InteligenciaUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index v5.0 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

Artificial Analysis Intelligence Index v5.0 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1. See Intelligence Index methodology for further details, including a breakdown of each evaluation and how we run them.

Intelligence Index vs. costo por tarea

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

Most attractive quadrant

DeepSeek V4.1 Flash 1017

Claude Sonnet 5.5

Pareto line

AA-Briefcase v1.1

AutomationBench-AA

Costo por tarea (USD, escala logarítmica)

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.

Costo

Costo por tarea del Intelligence Index

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

Velocidad y latencia

Velocidad de salida

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.

Puntuaciones de capacidades

Índices de capacidades

Mide el rendimiento de los modelos en capacidades e industrias específicas

Finance & Accounting Index

Incorporates 5 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, AutomationBench-AA, GDP.pdf · Higher is better

Strategy & Ops Index

Incorporates 4 evaluations: AutomationBench-AA, AA-Briefcase v1.1, AA-Omniscience v1.1, GDP.pdf · Higher is better

Legal Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, HLE-Diamond, GDP.pdf, AutomationBench-AA · Higher is better

Healthcare & Medical Index

Incorporates 5 evaluations: AA-Omniscience v1.1, AA-Briefcase v1.1, MLCR-AA, AutomationBench-AA, HLE-Diamond · Higher is better

Engineering Index

Incorporates 7 evaluations: AA-Omniscience v1.1, CritPt v2 (Hard Subset), Terminal-Bench-Science 0.1, HLE-Diamond, Terminal-Bench 4.0, FrontierCode 2.0, AA-Briefcase v1.1 · Higher is better

Economics Index

Incorporates 4 evaluations: AA-Briefcase v1.1, AA-Omniscience v1.1, HLE-Diamond, GDP.pdf · Higher is better

Benchmarks

AA-PersonalityBenchNew

Modelo Avs.Modelo B

AA-PersonalityBench: índice Expressiveness, DeepSeek V4.1 Flash 1017 (max) vs. Claude Sonnet 5.5 (max with fallback)

Probabilidad de que la respuesta de cada modelo sea juzgada como la que muestra más cada rasgo, según su diferencia de Elo · 50 % es un empate

DeepSeek V4.1 Flash 1017 (max)

Claude Sonnet 5.5 (max with fallback)

Lexically Varied

15 %

85 %

Metaphorical

27 %

73 %

Natural Sounding

31 %

69 %

Literate

37 %

63 %

Eloquent

48 %

52 %

DeepSeek V4.1 Flash 1017 vs. Claude Sonnet 5.5: comparación de lanzamientos

Inteligencia

Velocidad

Costo por tarea

InteligenciaUpdated

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. costo por tarea

Cost per Intelligence Index Task

Artificial Analysis Intelligence Index

Costo

Costo por tarea del Intelligence Index

Cost per Intelligence Index Task

Velocidad y latencia

Velocidad de salida

Output Speed

Model Performance Representation

Puntuaciones de capacidades

Índices de capacidades

Benchmarks

AA-PersonalityBenchNew

AA-PersonalityBench: índice Expressiveness, DeepSeek V4.1 Flash 1017 (max) vs. Claude Sonnet 5.5 (max with fallback)