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

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

Comparación de los lanzamientos Claude Sonnet 5.5 y DeepSeek V4.1 Flash: 5 y 2 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 56, frente a DeepSeek V4.1 Flash (Max), con 39 de DeepSeek V4.1 Flash.
En velocidad de salida, DeepSeek V4.1 Flash es el más rápido: DeepSeek V4.1 Flash (Non-reasoning), con 366 tokens/s, frente a Claude Sonnet 5.5 (Max, Default Fallback), con 140 tokens/s de Claude Sonnet 5.5.
En costo por tarea, DeepSeek V4.1 Flash es el más económico: DeepSeek V4.1 Flash (Non-reasoning), con $0.22, frente a Claude Sonnet 5.5 (Low, Default Fallback), con $0.35 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)	Claude Sonnet 5.5 (medium with fallback)	DeepSeek V4.1 Flash (max)	Claude Sonnet 5.5 (low with fallback)	DeepSeek V4.1 Flash (non-reasoning)
Intelligence Index	56	52	47	41	39	36	25
Finanzas y contabilidad	57	52	47	41	45	38	30
Estrategia y operaciones	60	56	52	45	52	41	36
Jurídico	56	52	49	44	41	41	30
Salud y medicina	58	--	--	--	41	--	--
Ingeniería	58	54	48	42	39	38	25
Economía	61	56	52	47	44	44	32
AA-Briefcase v1.1	1817	1751	1636	1441	1420	1272	1118
GDPval-AA v2.1	1838	1728	1549	1323	1600	1175	1341
AutomationBench-AA	71.8%	65.5%	59.4%	54.9%	68.9%	49.4%	47.8%
Terminal-Bench 4.0	63.6%	57.1%	43.9%	29.8%	26.8%	20.7%	5.6%
SciCode	61.0%	57.3%	53.7%	52.9%	51.9%	49.1%	35.5%
Humanity's Last Exam	55.0%	50.0%	45.8%	39.8%	39.2%	36.2%	10.8%
GDP.pdf	25.8%	24.6%	25.2%	20.2%	12.8%	16.0%	3.8%
CritPt	31.4%	31.1%	24.6%	16.9%	14.3%	11.4%	0.3%
AA-Omniscience	32	24	21	20	−5	19	−10
AA-LCR v1.1	82.7%	79.7%	78.0%	76.3%	84.0%	76.0%	55.3%

Costo por tareaUSD	$5.46	$2.01	$0.88	$0.48	$0.49	$0.35	$0.22
Precio de entradaUSD/1M tokens	$2.00	$2.00	$2.00	$2.00	$0.30	$2.00	$0.30
Precio de salidaUSD/1M tokens	$10.00	$10.00	$10.00	$10.00	$1.20	$10.00	$1.20
Precio de lectura de cachéUSD/1M tokens	$0.10	$0.10	$0.10	$0.10	$0.006	$0.10	$0.007
Precio de escritura de cachéUSD/1M tokens	$2.50	$2.50	$2.50	$2.50	--	$2.50	--

Velocidad de salidaTokens/s	140	113	111	109	227	110	366
Tiempo hasta el primer tokens	380,34	35,54	11,62	1,11	0,91	0,96	0,86
Tiempo hasta el primer token de respuestas	380,34	35,54	11,62	1,11	9,74	0,96	0,86
Tiempo de respuesta de extremo a extremos	383,92	39,95	16,11	5,71	11,94	5,52	2,23
Tiempo por tareas	888,62	426,53	216,42	129,14	294,45	85,55	92,99

Ventana de contexto	1M	1M	1M	1M	1M	1M	1M
Creador	Anthropic	Anthropic	Anthropic	Anthropic	DeepSeek	Anthropic	DeepSeek
Licencia	Propietario	Propietario	Propietario	Propietario	Abierto	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					+17		+7

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

Inteligencia

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. costo por tarea

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

Most attractive quadrant

Claude Sonnet 5.5

DeepSeek V4.1 Flash

Pareto line

AA-Briefcase v1.1

GDPval-AA v2.1

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 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

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

Inteligencia

Velocidad

Costo por tarea

Inteligencia

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