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Qwen3 235B A22B 2507 (Reasoning)

AlibabaQwenOpen WeightApache 2.0 · Uso Comercial

Descripción

Qwen3-235B-A22B-Thinking-2507 is a state-of-the-art thinking-enabled Mixture-of-Experts (MoE) model with 235B total parameters (22B activated). It features 94 layers, 128 experts (8 activated), and supports 262K native context length. This version delivers significantly improved reasoning performance, achieving state-of-the-art results among open-source thinking models on logical reasoning, mathematics, science, coding, and academic benchmarks. Key enhancements include markedly better general capabilities (instruction following, tool usage, text generation), enhanced 256K long-context understanding, and increased thinking depth. The model supports only thinking mode with automatic <think> tag inclusion.

Fecha de lanzamiento
2025-07-25
Parámetros
235.0B
Longitud del contexto
262K
Modalidades
text

Radar de capacidades

40
general
71
coding
92
reasoning
53
scienceest.
60
agents
0
multimodal

Science usa un proxy de razonamiento cuando los benchmarks científicos dedicados no están disponibles.

Rankings

Dominio#PosiciónPuntuaciónFuente
Capacidad agéntica9
72.0
LS
Ranking de codificación101
66.0
AA
Ranking general164
55.0
AA
Razonamiento matemático19
95.0
AA
Razonamiento103
33.0
LS
Ciencia118
59.0
AA

Puntuaciones de benchmarks (LLM Stats)

Agents

BFCL-v371.9%Aut.

Biology

GPQA81.1%Aut.

Chemistry

SuperGPQA64.9%Aut.

Code

CFEval2134.00 / 10000Aut.

Communication

WritingBench88.3%Aut.
Multi-IF80.6%Aut.
Tau2 Retail71.9%Aut.
TAU-bench Retail67.8%Aut.
Tau2 Airline58.0%Aut.
TAU-bench Airline46.0%Aut.
Tau2 Telecom45.6%Aut.

Creativity

Creative Writing v386.1%Aut.
Arena-Hard v279.7%Aut.

Finance

MMLU-Pro84.4%Aut.
MMLU-ProX81.0%Aut.

General

MMLU-Redux93.8%Aut.
IFEval87.8%Aut.
Include81.0%Aut.
LiveBench 2024112578.4%Aut.
LiveCodeBench v674.1%Aut.

Math

AIME 202592.3%Aut.
HMMT2583.9%Aut.
PolyMATH60.1%Aut.
Humanity's Last Exam18.2%Aut.

Reasoning

OJBench32.5%Aut.

Índices de evaluación AA

Math Index
91.0
Intelligence Index
22.3
Math 500
1.0
Aime
0.9
Aime 25
0.9
Mmlu Pro
0.8
Gpqa
0.8
Livecodebench
0.8
Lcr
0.7
Tau2
0.5
Ifbench
0.5
Scicode
0.4
Hle
0.1
Terminalbench Hard
0.1

Puntuaciones por categoría LLM Stats

Instruction Following
80
Language
80
Legal
80
Structured Output
80
Finance
80
General
80
Healthcare
80
Biology
80
Creativity
80
Writing
80
Math
70
Physics
70
Reasoning
70
Agents
70
Chemistry
70
Communication
70
Multimodal
60
Spatial Reasoning
60
Economics
60
Tool Calling
60
Vision
40

Precios

Precio de entrada$0.4 / 1M tokens
Precio de salida$2.15 / 1M tokens
Precio mixto (3:1)$0.838 / 1M tokens

Velocidad

Tokens/seg82.0
Retraso del primer token1.18s
Tiempo hasta la respuesta25.58s

Ranking de Precios por Proveedor

Ranking de Precios por Proveedor

4 proveedores

Más barato: Amazon BedrockMás caro: Nebius Token Factory
ProveedorEntradaSalida
1Amazon BedrockMás barato
$0.22
$0.88
2Vercel AI Gateway
$0.22
$0.88
3AlibabaPRINCIPAL
$0.4
$2.15
4Nebius Token Factory
$0.5
$2

Comparar precios entre diferentes proveedores de API para este modelo.

Fuentes externas