Gemma 4 31B vs. Nova 2.0 Pro Preview: comparación de lanzamientos

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

Comparación de los lanzamientos Gemma 4 31B y Nova 2.0 Pro Preview: 2 y 3 modelos respectivamente, cada uno con distintas características de inteligencia, rendimiento y precio. A continuación se comparan las métricas clave de los 5 modelos.

En inteligencia, Gemma 4 31B obtiene la puntuación más alta: Gemma 4 31B (Reasoning), con 15, frente a Nova 2.0 Pro Preview (Medium), con 14 de Nova 2.0 Pro Preview.
En velocidad de salida, Nova 2.0 Pro Preview es el más rápido: Nova 2.0 Pro Preview (Medium), con 122 tokens/s, frente a Gemma 4 31B (Non-reasoning), con 45 tokens/s de Gemma 4 31B.

Playground de modelos

Lanzamientos comparados


	Gemma 4 31B	Nova 2.0 Pro Preview (medium)	Gemma 4 31B (non-reasoning)	Nova 2.0 Pro Preview (low)	Nova 2.0 Pro Preview (non-reasoning)
Intelligence Index	15	14*	14*	13*	10*
Finanzas y contabilidad	14	--	--	--	--
Estrategia y operaciones	9	--	--	--	--
Jurídico	14	--	--	--	--
Salud y medicina	--	--	--	--	--
Ingeniería	17	--	--	--	--
Economía	21	--	--	--	--
AA-Briefcase v1.1	368	--	--	--	--
GDPval-AA v2.1	619	469	547	436	331
AutomationBench-AA	4.9%	--	--	--	--
Terminal-Bench 4.0	0.0%	--	--	--	--
SciCode	45.5%	--	--	--	--
Humanity's Last Exam	23.6%	9.4%	11.8%	5.2%	3.9%
GDP.pdf	6.0%	--	--	--	--
CritPt	1.4%	0.0%	0.0%	0.0%	0.0%
AA-Omniscience	−48	−49	−52	−47	−50
AA-LCR v1.1	69.7%	64.0%	46.7%	64.7%	30.0%

Costo por tareaUSD	$0.00	--	--	--	--
Precio de entradaUSD/1M tokens	$0.00	$1.25	$0.165	$1.25	$1.25
Precio de salidaUSD/1M tokens	$0.00	$10.00	$0.40	$10.00	$10.00
Precio de lectura de cachéUSD/1M tokens	--	$0.312	$0.14	--	--
Precio de escritura de cachéUSD/1M tokens	--	--	--	--	--

Velocidad de salidaTokens/s	35	122	45	121	111
Tiempo hasta el primer tokens	1,08	13,67	1,95	9,74	1,04
Tiempo hasta el primer token de respuestas	50,49	30,00	1,95	26,33	1,04
Tiempo de respuesta de extremo a extremos	64,72	34,09	13,04	30,47	5,53
Tiempo por tareas	344,56	--	--	--	--

Ventana de contexto	256k	256k	256k	256k	256k
Creador	Google	Amazon	Google	Amazon	Amazon
Licencia	Abierto	Propietario	Abierto	Propietario	Propietario
Modalidad de entrada	Admite: texto, imágenes y video	Admite: texto e imágenes	Admite: texto, imágenes y video	Admite: texto e imágenes	Admite: texto e imágenes
Modalidad de salida	Admite: texto	Admite: texto	Admite: texto	Admite: texto	Admite: texto
Proveedores	+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

No data available

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

Gemma 4 31B vs. Nova 2.0 Pro Preview: 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