Gemini 4 Hydrogen 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 Gemini 4 Hydrogen y Claude Sonnet 5.5: 4 y 5 modelos respectivamente, cada uno con distintas características de inteligencia, rendimiento y precio. A continuación se comparan las métricas clave de los 9 modelos.

En inteligencia, Claude Sonnet 5.5 obtiene la puntuación más alta: Claude Sonnet 5.5 (Max, Default Fallback), con 55, frente a Gemini 4 Hydrogen (Xhigh), con 54 de Gemini 4 Hydrogen.
En tiempo por tarea, Gemini 4 Hydrogen es el más rápido: Gemini 4 Hydrogen (Low), con 1.3 min, frente a Claude Sonnet 5.5 (Low, Default Fallback), con 2.5 min de Claude Sonnet 5.5.
En costo por tarea, Gemini 4 Hydrogen es el más económico: Gemini 4 Hydrogen (Low), con $0.29, 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)	Gemini 4 Hydrogen (xhigh)	Gemini 4 Hydrogen (high)	Claude Sonnet 5.5 (xhigh)	Claude Sonnet 5.5 (high)	Gemini 4 Hydrogen (medium)	Claude Sonnet 5.5 (medium)	Gemini 4 Hydrogen (low)	Claude Sonnet 5.5 (low)
Intelligence Index	55	54	51	50	42	41	31	27	26
Finanzas y contabilidad	56	58	56	49	44	51	41	41	36
Estrategia y operaciones	58	58	55	54	51	52	47	42	42
Jurídico	52	57	55	47	44	51	39	42	37
Salud y medicina	54	--	--	47	44	--	40	--	37
Ingeniería	58	60	57	54	46	49	37	36	33
Economía	54	55	53	48	45	48	39	38	35
AA-Briefcase v1.1	1816	1567	1497	1742	1634	1296	1439	947	1268
AutomationBench-AA	71.8%	76.1%	74.4%	65.5%	59.4%	72.0%	54.9%	60.5%	49.4%
Terminal-Bench 4.0	63.6%	53.5%	54.0%	57.1%	43.9%	29.3%	29.8%	6.6%	20.7%
FrontierCode-AA 2.0	41.7%	39.0%	36.3%	35.6%	25.7%	31.5%	11.0%	9.3%	7.1%
AA-Omniscience v1.1	30	46	44	21	19	42	19	36	20
GDP.pdf	25.8%	27.6%	30.0%	24.6%	25.2%	32.8%	20.2%	28.2%	16.0%
HLE-Diamond	53.3%	58.8%	54.9%	44.1%	33.8%	47.7%	23.8%	32.2%	20.6%
CritPt v2 (Hard Subset)	59.0%	66.0%	61.5%	57.5%	51.5%	61.0%	33.5%	48.0%	26.0%
Terminal-Bench-Science 0.1	53.3%	49.5%	41.4%	52.4%	34.3%	15.2%	16.2%	2.4%	10.5%

Costo por tareaUSD	$10.02	$3.16	$1.87	$4.09	$1.64	$0.80	$0.78	$0.29	$0.51
Precio de entradaUSD/1M tokens	$2.00	$1.50	$1.50	$2.00	$2.00	$1.50	$2.00	$1.50	$2.00
Precio de salidaUSD/1M tokens	$10.00	$7.50	$7.50	$10.00	$10.00	$7.50	$10.00	$7.50	$10.00
Precio de lectura de cachéUSD/1M tokens	$0.10	$0.075	$0.075	$0.10	$0.10	$0.075	$0.10	$0.075	$0.10
Precio de escritura de cachéUSD/1M tokens	$2.50	--	--	$2.50	$2.50	--	$2.50	--	$2.50

Tiempo por tareaMinutos	33.0	13.0	6.0	14.6	7.0	3.7	3.8	1.3	2.5
Velocidad de salidatok/s	144	198	236	139	139	177	136	186	136
Tiempo hasta el primer token de respuestas	260.44	41.11	14.96	27.81	10.34	12.33	4.62	5.81	2.70
Tiempo hasta el primer tokens	260.44	41.11	14.96	27.81	10.34	12.33	4.62	5.81	2.70
Tiempo de extremo a extremoMedia de las cargas de solicitud única (s)	519.68	83.94	39.83	81.87	47.15	26.07	32.58	20.55	25.54

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

Updated

Inteligencia

Artificial Analysis Intelligence Index · Higher is better

Tiempo por tarea

Inference time (minutes) per Intelligence Index task · Lower 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 v5.0.1 incorporates 9 evaluations: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode-AA 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

Artificial Analysis Intelligence Index v5.0.1 includes: AA-Briefcase v1.1, AutomationBench-AA, Terminal-Bench 4.0, FrontierCode-AA 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

Gemini 4 Hydrogen

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

Tiempo por tarea del Intelligence Index

Output tokens divided by end-to-end output speed (minutes per Intelligence Index task) · Speed at the model's own endpoint or the median across providers · Lower is better

The weighted average time (minutes) per Artificial Analysis Intelligence Index task: output tokens per task divided by output speed, weighted by each benchmark's weight in the Intelligence Index.

Speed and latency metrics average each endpoint's runs over the past 5 days, and the error rate pools them. We run the benchmark every 6 hours, and endpoints of deprecated models every 18 hours.

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-AA 2.0, AA-Briefcase v1.1 · Higher is better

Economics Index

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

Benchmarks

AA-PersonalityBenchNew

Índices de personalidad

Cada eje es uno de los 8 índices de personalidad: la media de las puntuaciones z de Elo de sus rasgos, convertida en un rango percentil de 1 a 100 entre todos los modelos evaluados en el benchmark

Gemini 4 Hydrogen vs. Claude Sonnet 5.5: comparación de lanzamientos

Inteligencia

Tiempo por tarea

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

Tiempo por tarea del Intelligence Index

Time per Intelligence Index Task

Time Period

Puntuaciones de capacidades

Índices de capacidades

Benchmarks

AA-PersonalityBenchNew

Índices de personalidad