Gemini 3.8 Flash 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 Gemini 3.8 Flash y Nova 2.0 Pro Preview: 3 y 3 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, Gemini 3.8 Flash obtiene la puntuación más alta: Gemini 3.8 Flash (High), con 41, frente a Nova 2.0 Pro Preview (Medium), con 14 de Nova 2.0 Pro Preview.
En velocidad de salida, Gemini 3.8 Flash es el más rápido: Gemini 3.8 Flash (High), con 133 tokens/s, frente a Nova 2.0 Pro Preview (Low), con 121 tokens/s de Nova 2.0 Pro Preview.

Playground de modelos

Lanzamientos comparados


	Gemini 3.8 Flash (high)	Gemini 3.8 Flash (medium)	Gemini 3.8 Flash (low)	Nova 2.0 Pro Preview (medium)	Nova 2.0 Pro Preview (low)	Nova 2.0 Pro Preview (non-reasoning)
Intelligence Index	41	40	33	14*	13*	10*
Finanzas y contabilidad	47	45	39	--	--	--
Estrategia y operaciones	48	48	39	--	--	--
Jurídico	52	51	45	--	--	--
Salud y medicina	42	--	--	--	--	--
Ingeniería	43	40	34	--	--	--
Economía	52	50	46	--	--	--
AA-Briefcase v1.1	1203	1181	1062	--	--	--
GDPval-AA v2.1	1436	1422	1307	469	436	331
AutomationBench-AA	59.9%	60.9%	36.5%	--	--	--
Terminal-Bench 4.0	19.7%	19.7%	10.1%	--	--	--
SciCode	56.6%	55.1%	55.0%	--	--	--
Humanity's Last Exam	47.8%	42.1%	37.1%	9.4%	5.2%	3.9%
GDP.pdf	21.0%	22.8%	18.6%	--	--	--
CritPt	18.3%	12.3%	4.0%	0.0%	0.0%	0.0%
AA-Omniscience	30	29	21	−49	−47	−50
AA-LCR v1.1	81.3%	84.0%	80.7%	64.0%	64.7%	30.0%

Costo por tareaUSD	$1.24	$0.93	--	--	--	--
Precio de entradaUSD/1M tokens	$0.75	$0.75	$0.75	$1.25	$1.25	$1.25
Precio de salidaUSD/1M tokens	$3.75	$3.75	$3.75	$10.00	$10.00	$10.00
Precio de lectura de cachéUSD/1M tokens	$0.075	$0.075	$0.075	$0.312	--	--
Precio de escritura de cachéUSD/1M tokens	$0.75	$0.75	$0.75	--	--	--

Velocidad de salidaTokens/s	133	--	--	119	121	111
Tiempo hasta el primer tokens	20,94	--	--	13,15	9,70	1,04
Tiempo hasta el primer token de respuestas	20,94	--	--	30,02	26,29	1,04
Tiempo de respuesta de extremo a extremos	24,70	--	--	34,23	30,44	5,53
Tiempo por tareas	522,40	--	--	--	--	--

Ventana de contexto	1M	1M	1M	256k	256k	256k
Creador	Google	Google	Google	Amazon	Amazon	Amazon
Licencia	Propietario	Propietario	Propietario	Propietario	Propietario	Propietario
Modalidad de entrada	Admite: texto, imágenes, voz y video	Admite: texto, imágenes, voz y video	Admite: texto, imágenes, voz y video	Admite: texto e imágenes	Admite: texto e imágenes	Admite: texto e imágenes
Modalidad de salida	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

No publicly available API

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

Gemini 3.8 Flash

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

No publicly available API

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

Gemini 3.8 Flash 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