Claude Sonnet 5.5 vs. Gemma 4 31B: 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 31B: 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 55, frente a Gemma 4 31B (Reasoning), con 4 de Gemma 4 31B.

Playground de modelos

Lanzamientos comparados


	Claude Sonnet 5.5 (max)	Claude Sonnet 5.5 (xhigh)	Claude Sonnet 5.5 (high)	Claude Sonnet 5.5 (medium)	Claude Sonnet 5.5 (low)	Gemma 4 31B	Gemma 4 31B (non-reasoning)
Intelligence Index	55	50	42	31	26	4	--
Finanzas y contabilidad	56	49	44	41	36	8	--
Estrategia y operaciones	58	54	51	47	42	7	--
Jurídico	52	47	44	39	37	7	--
Salud y medicina	54	47	44	40	37	--	--
Ingeniería	58	54	46	37	33	12	--
Economía	54	48	45	39	35	10	--
AA-Briefcase v1.1	1813	1742	1634	1439	1268	369	--
AutomationBench-AA	71.8%	65.5%	59.4%	54.9%	49.4%	4.9%	--
Terminal-Bench 4.0	63.6%	57.1%	43.9%	29.8%	20.7%	0.0%	--
FrontierCode 2.0	41.7%	35.6%	25.7%	11.0%	7.1%	0.0%	--
AA-Omniscience v1.1	30	21	19	19	20	−49	--
GDP.pdf	25.8%	24.6%	25.2%	20.2%	16.0%	6.0%	--
HLE-Diamond	53.3%	44.1%	33.8%	23.8%	20.6%	7.2%	--
CritPt v2 (Hard Subset)	59.0%	57.5%	51.5%	33.5%	26.0%	4.0%	--
Terminal-Bench-Science 0.1	53.3%	52.4%	34.3%	16.2%	10.5%	0.0%	--

Costo por tareaUSD	$10.02	$4.09	$1.64	$0.78	$0.51	--	--
Precio de entradaUSD/1M tokens	$2.00	$2.00	$2.00	$2.00	$2.00	$0.00	$0.16
Precio de salidaUSD/1M tokens	$10.00	$10.00	$10.00	$10.00	$10.00	$0.00	$0.40
Precio de lectura de cachéUSD/1M tokens	$0.10	$0.10	$0.10	$0.10	$0.10	--	$0.14
Precio de escritura de cachéUSD/1M tokens	$2.50	$2.50	$2.50	$2.50	$2.50	--	--

Tiempo por tareaMinutos	31.4	15.3	7.1	3.7	2.6	--	--
Velocidad de salidatok/s	152	133	137	139	135	36	54
Tiempo hasta el primer token de respuestas	288.75	26.68	9.38	4.59	2.75	64.51	3.90
Tiempo hasta el primer tokens	288.75	26.68	9.38	4.59	2.75	1.00	3.90
Tiempo de extremo a extremoMedia de las cargas de solicitud única (s)	569.87	73.74	41.43	27.59	23.07	--	34.50

Ventana de contexto	1M	1M	1M	1M	1M	256k	256k
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 y video	Admite: texto, imágenes y video
Modalidad de salida	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto
Proveedores						+8	+7

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 2.0, AA-Omniscience v1.1, GDP.pdf, HLE-Diamond, CritPt v2 (Hard Subset), and Terminal-Bench-Science 0.1

No publicly available API

Artificial Analysis Intelligence Index v5.0.1 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

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

No publicly available API

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

No publicly available API

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 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

Claude Sonnet 5.5 vs. Gemma 4 31B: 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