Claude Sonnet 5.5 vs. Gemma 4 E4B: 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 Gemma 4 E4B: 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 Gemma 4 E4B (Reasoning), con 9 de Gemma 4 E4B.
En velocidad de salida, Claude Sonnet 5.5 es el más rápido: Claude Sonnet 5.5 (Max, Default Fallback), con 140 tokens/s, frente a Gemma 4 E4B (Non-reasoning), con 39 tokens/s de Gemma 4 E4B.
En costo por tarea, Gemma 4 E4B es el más económico: Gemma 4 E4B (Reasoning), con $0.01, 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)	Claude Sonnet 5.5 (low with fallback)	Gemma 4 E4B	Gemma 4 E4B (non-reasoning)
Intelligence Index	56	52	47	41	36	9	7*
Finanzas y contabilidad	57	52	47	41	38	8	--
Estrategia y operaciones	60	56	52	45	41	3	--
Jurídico	56	52	49	44	41	11	--
Salud y medicina	58	--	--	--	--	--	--
Ingeniería	58	54	48	42	38	15	--
Economía	61	56	52	47	44	18	--
AA-Briefcase v1.1	1817	1751	1636	1441	1272	0	--
GDPval-AA v2.1	1838	1728	1549	1323	1175	−36	--
AutomationBench-AA	71.8%	65.5%	59.4%	54.9%	49.4%	0.5%	--
Terminal-Bench 4.0	63.6%	57.1%	43.9%	29.8%	20.7%	0.0%	--
SciCode	61.0%	57.3%	53.7%	52.9%	49.1%	24.4%	--
Humanity's Last Exam	55.0%	50.0%	45.8%	39.8%	36.2%	3.8%	4.8%
GDP.pdf	25.8%	24.6%	25.2%	20.2%	16.0%	1.0%	--
CritPt	31.4%	31.1%	24.6%	16.9%	11.4%	0.6%	0.3%
AA-Omniscience	32	24	21	20	19	−20	−41
AA-LCR v1.1	82.7%	79.7%	78.0%	76.3%	76.0%	32.0%	24.0%

Costo por tareaUSD	$5.46	$2.01	$0.88	$0.48	$0.35	$0.01	--
Precio de entradaUSD/1M tokens	$2.00	$2.00	$2.00	$2.00	$2.00	$0.02	$0.02
Precio de salidaUSD/1M tokens	$10.00	$10.00	$10.00	$10.00	$10.00	$0.10	$0.10
Precio de lectura de cachéUSD/1M tokens	$0.10	$0.10	$0.10	$0.10	$0.10	--	--
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	110	38	39
Tiempo hasta el primer tokens	380,34	35,54	11,62	1,11	0,96	0,92	0,95
Tiempo hasta el primer token de respuestas	380,34	35,54	11,62	1,11	0,96	53,64	0,95
Tiempo de respuesta de extremo a extremos	383,92	39,95	16,11	5,71	5,52	66,82	13,81
Tiempo por tareas	888,62	426,53	216,42	129,14	85,55	220,06	--

Ventana de contexto	1M	1M	1M	1M	1M	128k	128k
Creador	Anthropic	Anthropic	Anthropic	Anthropic	Anthropic	Google	Google
Licencia	Propietario	Propietario	Propietario	Propietario	Propietario	Abierto	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, imágenes, voz y video	Admite: texto, imágenes, voz y video
Modalidad de salida	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto
Proveedores

* Estimado

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

Estimate (independent evaluation forthcoming)

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

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. Gemma 4 E4B: 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