Ling 3.0 Flash
InclusionAIUnknown
描述
The model prioritizes token efficiency and agentic inference at production scale, stretching what developers can achieve within limited token, latency, and serving-cost budgets.
發布日期
2026-08-04
參數規模
124.0B
上下文長度
262K
支援模態
text
能力雷達圖
25
general
49
coding
86
reasoning
58
science
60
agents
0
multimodal
排行榜排名
基準測試分數 (LLM Stats)
(LLM Stats (zeroeval))Agents
DRACO
70.4%自報
Tau3 Banking
28.0%自報
Chat
Multi-IF
87.7%自報
Code
Artifacts Bench
77.0%自報
SkillsBench
44.8%自報
General
GDPval-AA
1107.00 / 3000自報
Instruction Following
IFBench
74.5%自報
Math
AIME 2026
93.2%自報
HMMT Feb 26
87.0%自報
IMO-AnswerBench
83.7%自報
Reasoning
LiveCodeBench v6
82.8%自報
SWE-bench Multilingual
72.4%自報
BrowseCompOpenAI (2025)
72.2%自報
MCP Atlas
65.5%自報
AA-LCR
65.1%自報
Terminal-Bench 2.1
57.0%自報
SWE-Bench ProPrinceton NLP (2024)
56.6%自報
Search
WideSearch
73.6%自報
Tool Calling
BFCL-V4
73.0%自報
AA 評測指數
(Artificial Analysis)Gpqa(NYU + Cohere + Anthropic (2023))85.5
Lcr(Artificial Analysis)73.0
Terminalbench V2 155.4
Coding Index(Artificial Analysis)50.6
Scicode(UIUC + Argonne National Lab (2024))42.0
Tau Banking27.2
Intelligence Index(Artificial Analysis)24.9
Hle(Center for AI Safety + Scale AI (2025))23.7
LLM Stats 分類評分
(LLM Stats (zeroeval))Legal100
Finance100
Agents100
Reasoning75
General59
Chat90
Language90
Math90
Structured Output90
Communication90
Instruction Following80
Frontend Development80
Long Context70
Search70
Code60
Tool Calling60
定價
輸入價格$0.075 / 1M tokens
輸出價格$0.22 / 1M tokens
混合價格(3:1)$0.111 / 1M tokens
快取讀取價格$0.0042 / 1M tokens
速度
Tokens/秒362.3
首Token延遲1.72s
首回答延遲7.24s
供應商價格排行
供應商價格排行
2 個供應商
最便宜: DeepInfra最貴: InclusionAI
供應商輸入輸出
1DeepInfra最便宜
$0
$0
2InclusionAI主要
$0.075
$0.22
比較該模型在不同 API 供應商之間的定價。