Qwen3.8 27B 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 Qwen3.8 27B y Gemma 4 31B: 4 y 2 modelos respectivamente, cada uno con distintas características de inteligencia, rendimiento y precio. A continuación se comparan las métricas clave de los 6 modelos.

En inteligencia, Qwen3.8 27B obtiene la puntuación más alta: Qwen3.8 27B (Xhigh), con 34, frente a Gemma 4 31B (Reasoning), con 15 de Gemma 4 31B.
En velocidad de salida, Qwen3.8 27B es el más rápido: Qwen3.8 27B (Low), con 53 tokens/s, frente a Gemma 4 31B (Non-reasoning), con 46 tokens/s de Gemma 4 31B.

Playground de modelos

Lanzamientos comparados


	Qwen3.8 27B (xhigh)	Qwen3.8 27B (medium)	Qwen3.8 27B (low)	Qwen3.8 27B (non-reasoning)	Gemma 4 31B	Gemma 4 31B (non-reasoning)
Intelligence Index	34	28	26	20	15	14*
Finanzas y contabilidad	34	28	27	19	14	--
Estrategia y operaciones	37	34	29	16	9	--
Jurídico	35	27	28	22	14	--
Salud y medicina	34	--	--	--	--	--
Ingeniería	33	25	24	22	17	--
Economía	43	31	32	30	21	--
AA-Briefcase v1.1	1397	1377	1273	898	368	--
GDPval-AA v2.1	1419	1381	1362	1072	619	547
AutomationBench-AA	48.2%	40.3%	30.1%	12.4%	4.9%	--
Terminal-Bench 4.0	5.6%	5.1%	2.5%	0.0%	0.0%	--
SciCode	46.6%	39.0%	40.0%	36.2%	45.5%	--
Humanity's Last Exam	33.9%	14.1%	14.0%	12.1%	23.6%	11.8%
GDP.pdf	16.6%	12.8%	10.4%	5.2%	6.0%	--
CritPt	5.4%	0.0%	0.0%	0.3%	1.4%	0.0%
AA-Omniscience	−10	−36	−27	−8	−48	−52
AA-LCR v1.1	82.0%	79.7%	77.3%	69.3%	69.7%	46.7%

Costo por tareaUSD	$1.01	$1.13	$1.05	$2.49	$0.00	--
Precio de entradaUSD/1M tokens	$0.50	$0.50	$0.50	$0.50	$0.00	$0.165
Precio de salidaUSD/1M tokens	$3.00	$3.00	$3.00	$3.00	$0.00	$0.40
Precio de lectura de cachéUSD/1M tokens	$0.10	$0.10	$0.10	$0.10	--	$0.14
Precio de escritura de cachéUSD/1M tokens	--	--	--	--	--	--

Velocidad de salidaTokens/s	46	50	53	52	35	46
Tiempo hasta el primer tokens	3,80	3,90	3,78	3,85	1,05	1,95
Tiempo hasta el primer token de respuestas	47,06	43,79	41,73	3,85	50,46	1,95
Tiempo de respuesta de extremo a extremos	57,88	53,76	51,22	13,48	64,69	12,85
Tiempo por tareas	1095,31	988,94	820,57	545,11	344,56	--

Ventana de contexto	256k	256k	256k	256k	256k	256k
Creador	Alibaba	Alibaba	Alibaba	Alibaba	Google	Google
Licencia	Abierto	Abierto	Abierto	Abierto	Abierto	Abierto
Modalidad de entrada	Admite: texto, imágenes y video	Admite: texto, imágenes y video	Admite: texto, imágenes y video	Admite: texto, imágenes y video	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
Proveedores	+6			+3	+9	+7

* 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 del Intelligence Index

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

Most attractive quadrant

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 Artificial Analysis 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

Qwen3.8 27B vs. Gemma 4 31B: comparación de lanzamientos

Inteligencia

Velocidad

Costo por tarea

Inteligencia

Artificial Analysis Intelligence Index

Artificial Analysis Intelligence Index

Intelligence Index vs. costo por tarea del Intelligence Index

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