Kimi K2.5 (Non-reasoning)
KimiKimiOpen WeightMIT · Commercial OK
描述
Kimi K2.5 is Moonshot AI's flagship agentic model and a new SOTA open model. It unifies vision and text, thinking and non-thinking modes, and single-agent and multi-agent execution into one model. Built with Full-Parameter RL tuning, it achieves state-of-the-art performance across agents, coding, image, and video benchmarks.
發布日期
2026-01-27
參數規模
1.0T
上下文長度
262K
支援模態
image, text, video
能力雷達圖
32
general
28
coding
79
reasoning
52
science估算
50
agents
80
multimodal
Science 在缺少專門科學評測時使用推理能力代理估算。
排行榜排名
基準測試分數 (LLM Stats)
Agents
WideSearch
79.0%自報
DeepSearchQA
77.1%自報
BrowseComp
74.9%自報
PaperBench
63.5%自報
Terminal-Bench 2.0
50.8%自報
SWE-Bench Pro
50.7%自報
CyberGym
41.3%自報
Biology
GPQA
87.6%自報
SciCode
48.7%自報
Code
SWE-Bench Verified
76.8%自報
SWE-bench Multilingual
73.0%自報
OJBench (C++)
57.4%自報
Economics
FinSearchComp T2&T3
67.8%自報
Finance
MMLU-Pro
87.1%自報
General
LiveCodeBench v6
85.0%自報
MMMU-Pro
78.5%自報
SimpleVQA
0.71 / 100自報
LongBench v2
61.0%自報
Healthcare
VideoMMMU
86.6%自報
Image To Text
OCRBench
92.3%自報
Long Context
LongVideoBench
79.8%自報
LVBench
75.9%自報
AA-LCR
70.0%自報
Math
AIME 2025
96.1%自報
HMMT 2025
95.4%自報
MathVista-Mini
90.1%自報
MathVision
84.2%自報
IMO-AnswerBench
81.8%自報
Humanity's Last Exam
50.2%自報
Multimodal
InfoVQAtest
92.6%自報
OmniDocBench 1.5
88.8%自報
Video-MME
87.4%自報
MMVU
80.4%自報
CharXiv-R
77.5%自報
MotionBench
70.4%自報
WorldVQA
46.3%自報
ZEROBench
0.11 / 100自報
Reasoning
Seal-0
57.4%自報
AA 評測指數
Intelligence Index37.3
Coding Index25.8
Tau20.8
Gpqa0.8
Lcr0.6
Ifbench0.4
Scicode0.4
Terminalbench Hard0.2
Hle0.1
LLM Stats 分類評分
Finance90
Language90
Legal90
Video80
Vision80
Frontend Development80
Image To Text80
Long Context80
Math80
Multimodal80
Structured Output70
Biology70
Chemistry70
General70
Healthcare70
Physics70
Reasoning70
Search70
Agents60
Code60
Tool Calling50
Safety40
定價
輸入價格$0.6 / 1M tokens
輸出價格$3 / 1M tokens
混合價格(3:1)$1.2 / 1M tokens
速度
Tokens/秒45.6 tokens/s
首Token延遲1.22s
首回答延遲1.22s
可用提供商
(LS 內部計價單位)| 提供商 | 輸入價格 | 輸出價格 |
|---|---|---|
| Moonshot AI | 600K | 3.0M |
| Fireworks | 600K | 3.0M |