Qwen3.8 27B vs. JT-4.1 Flash 236B A21B: 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 JT-4.1 Flash 236B A21B: 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 y JT-4.1 Flash 236B A21B empatan en 34 (Qwen3.8 27B (Xhigh) y JT-4.1 Flash 236B A21B (Reasoning)).

Playground de modelos

Lanzamientos comparados


	JT-4.1 Flash 236B A21B	Qwen3.8 27B (xhigh)	Qwen3.8 27B (medium)	JT-4.1 Flash 236B A21B (non-reasoning)	Qwen3.8 27B (low)	Qwen3.8 27B (non-reasoning)
Intelligence Index	34	34	28	27*	26	20
Finanzas y contabilidad	40	34	28	--	27	19
Estrategia y operaciones	41	37	34	--	29	16
Jurídico	44	35	27	--	28	22
Salud y medicina	--	34	--	--	--	--
Ingeniería	36	33	25	--	24	22
Economía	47	43	31	--	32	30
AA-Briefcase v1.1	1089	1395	1375	--	1272	898
GDPval-AA v2.1	1324	1417	1382	1123	1363	1072
AutomationBench-AA	46.5%	48.2%	40.3%	--	30.1%	12.4%
Terminal-Bench 4.0	3.0%	5.6%	5.1%	--	2.5%	0.0%
SciCode	52.0%	46.6%	39.0%	--	40.0%	36.2%
Humanity's Last Exam	43.6%	33.9%	14.1%	17.8%	14.0%	12.1%
GDP.pdf	8.6%	16.4%	12.8%	--	10.4%	5.2%
CritPt	14.0%	5.4%	0.0%	0.0%	0.0%	0.3%
AA-Omniscience	21	−10	−36	−9	−27	−8
AA-LCR v1.1	78.3%	82.0%	79.7%	71.3%	77.3%	69.3%

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

Velocidad de salidaTokens/s	--	44	46	--	43	48
Tiempo hasta el primer tokens	--	3,96	3,92	--	4,07	4,12
Tiempo hasta el primer token de respuestas	--	49,03	47,08	--	50,79	4,12
Tiempo de respuesta de extremo a extremos	--	60,30	57,87	--	62,48	14,53
Tiempo por tareas	--	1184,18	981,57	--	998,22	587,20

Ventana de contexto	262k	256k	256k	262k	256k	256k
Creador	China Mobile	Alibaba	Alibaba	China Mobile	Alibaba	Alibaba
Licencia	Propietario	Abierto	Abierto	Propietario	Abierto	Abierto
Modalidad de entrada	Admite: texto e imágenes	Admite: texto, imágenes y video	Admite: texto, imágenes y video	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
Proveedores	--	+6		--		+3

* 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

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 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

AA-PersonalityBenchNew

Modelo Avs.Modelo B

No hay resultados de AA-PersonalityBench disponibles para JT-4.1 Flash 236B A21B

Qwen3.8 27B vs. JT-4.1 Flash 236B A21B: comparación de lanzamientos

Inteligencia

Velocidad

Costo por tarea

Inteligencia

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

Velocidad de salida

Output Speed

Model Performance Representation

Puntuaciones de capacidades

Índices de capacidades

AA-PersonalityBenchNew