Qwen3.5 122B A10B (Non-reasoning)
AlibabaQwenОткрытые весаApache 2.0 · Коммерческое использование
Описание
Qwen3.5-122B-A10B is a multimodal Mixture-of-Experts model with 122 billion total parameters and 10 billion activated parameters. It combines strong reasoning, coding, long-context, and visual understanding performance with production-friendly efficiency and a native 262K context window.
Дата выхода
2026-02-24
Параметры
122.0B
Длина контекста
262K
Модальности
audio, image, text, video
Радар способностей
25
general
36
coding
83
reasoning
53
scienceоцен.
60
agents
80
multimodal
Science использует прокси на основе рассуждений, когда специализированные научные бенчмарки недоступны.
Рейтинги
| Домен | #Место | Оценка | Источник |
|---|---|---|---|
| Рейтинг кодинга | 124 | 61.0 | AA |
| Общий рейтинг | 140 | 58.0 | AA |
| Наука | 125 | 57.0 | AA |
Оценки бенчмарков (LLM Stats)
3d
SUNRGBD
0.36 / 100Сам.
Hypersim
0.13 / 100Сам.
Agents
GDPval-AA
985.00 / 3000Сам.
t2-bench
79.5%Сам.
BFCL-V4
72.2%Сам.
AndroidWorld_SR
66.4%Сам.
BrowseComp
63.8%Сам.
FullStackBench en
62.6%Сам.
WideSearch
60.5%Сам.
FullStackBench zh
58.7%Сам.
OSWorld-Verified
58.0%Сам.
TIR-Bench
53.2%Сам.
Terminal-Bench 2.0
49.4%Сам.
VITA-Bench
33.6%Сам.
DeepPlanning
24.1%Сам.
Biology
GPQA
86.6%Сам.
Chemistry
SuperGPQA
67.1%Сам.
Code
SWE-Bench Verified
72.0%Сам.
Communication
Multi-Challenge
61.5%Сам.
Embodied
EmbSpatialBench
0.84 / 100Сам.
Finance
MMLU-Pro
86.7%Сам.
MMLU-ProX
82.2%Сам.
General
MMLU-Redux
94.0%Сам.
IFEval
93.4%Сам.
C-Eval
91.9%Сам.
Global PIQA
88.4%Сам.
MAXIFE
87.9%Сам.
MMMLU
86.7%Сам.
MMMU
83.9%Сам.
MMStar
82.9%Сам.
Include
82.8%Сам.
LiveCodeBench v6
78.9%Сам.
MMMU-Pro
76.9%Сам.
IFBench
76.1%Сам.
SimpleVQA
0.62 / 100Сам.
LongBench v2
60.2%Сам.
NOVA-63
58.6%Сам.
Grounding
RefCOCO-avg
0.91 / 100Сам.
ScreenSpot Pro
70.4%Сам.
RefSpatialBench
0.69 / 100Сам.
Healthcare
VideoMMMU
82.0%Сам.
SlakeVQA
81.6%Сам.
MedXpertQA
67.3%Сам.
PMC-VQA
63.3%Сам.
Image To Text
OCRBench
92.1%Сам.
Language
LingoQA
80.8%Сам.
WMT24++
78.3%Сам.
Long Context
MLVU
87.3%Сам.
LVBench
74.4%Сам.
AA-LCR
66.9%Сам.
MMLongBench-Doc
0.59 / 100Сам.
Math
HMMT 2025
91.4%Сам.
HMMT25
90.3%Сам.
MathVista-Mini
87.4%Сам.
MathVision
86.2%Сам.
DynaMath
85.9%Сам.
CodeForces
0.85 / 3000Сам.
PolyMATH
68.9%Сам.
Humanity's Last Exam
47.5%Сам.
Multimodal
VLMsAreBlind
96.7%Сам.
AI2D
93.3%Сам.
V*
93.2%Сам.
MMBench-V1.1
92.8%Сам.
OmniDocBench 1.5
89.8%Сам.
VideoMME w sub.
87.3%Сам.
VideoMME w/o sub.
83.9%Сам.
CC-OCR
81.8%Сам.
CharXiv-R
77.2%Сам.
MVBench
76.6%Сам.
MMVU
74.7%Сам.
BabyVision
40.2%Сам.
ZEROBench-Sub
0.36 / 100Сам.
Nuscene
15.4%Сам.
ZEROBench
0.09 / 100Сам.
Reasoning
CountBench
0.97 / 100Сам.
BrowseComp-zh
69.9%Сам.
Hallusion Bench
67.6%Сам.
ERQA
62.0%Сам.
Seal-0
44.1%Сам.
OJBench
39.5%Сам.
Spatial Reasoning
RealWorldQA
85.1%Сам.
Vision
ODinW
44.5%Сам.
Индексы оценки AA
Intelligence Index28.1
Tau20.8
Gpqa0.8
Lcr0.6
Ifbench0.5
Scicode0.4
Terminalbench Hard0.3
Hle0.1
Оценки категорий LLM Stats
Legal100
Finance100
Agents76
General46
Reasoning19
Biology90
Image To Text80
Instruction Following80
Language80
Math80
Physics80
Structured Output80
Embodied80
Grounding80
Healthcare80
Chemistry80
Text-to-image80
Video80
Long Context70
Multimodal70
Spatial Reasoning70
Frontend Development70
Economics70
Vision70
Search60
Code60
Communication60
Tool Calling60
Spatial20
3d20
Цены
Цена ввода$0.4 / 1M токенов
Цена вывода$3.2 / 1M токенов
Смешанная цена (3:1)$1.1 / 1M токенов
Скорость
Токенов/сек174.3
Задержка первого токена1.09s
Время до первого ответа1.09s
Рейтинг цен провайдеров
Рейтинг цен провайдеров
12 провайдеров
Самый дешевый: NovitaСамый дорогой: Regolo AI
ПровайдерВводВывод
1NovitaСамый дешевый
$0
$0
2OrcaRouter
$0.115
$0.917
3OpenRouter
$0.26
$2.08
4Kilo Gateway
$0.26
$2.08
5SiliconFlow (China)
$0.29
$2.32
6NanoGPT
$0.36
$2.88
7AlibabaОсновной
$0.4
$3.2
8Hugging Face
$0.4
$3.2
9NovitaAI
$0.4
$3.2
10Mixlayer
$0.4
$3.2
11NEAR AI Cloud
$0.4
$3.2
12Regolo AI
$0.9
$3.6
Сравнение цен разных API-провайдеров для этой модели.