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Kimi K2.5 (Reasoning)

KimiKimi
发布日期
2026-01-27
参数规模
上下文长度
262K
支持模态
image, text, video

能力雷达图

36
general
49
coding
88
reasoning
63
science估算
50
agents
80
multimodal

Science 在缺少专门科学评测时使用推理能力代理估算。

排行榜排名

领域#排名分数来源
代码能力榜81
71.0
AA
通用能力榜46
76.0
AA
科学能力35
76.0
AA

基准测试分数 (LLM Stats)

Agents

WideSearch79.0%自报
DeepSearchQA77.1%自报
BrowseComp74.9%自报
PaperBench63.5%自报
Terminal-Bench 2.050.8%自报
SWE-Bench Pro50.7%自报
CyberGym41.3%自报
FrontierSWE26.0%自报

Biology

GPQA87.6%自报
SciCode48.7%自报

Code

SWE-Bench Verified76.8%自报
SWE-bench Multilingual73.0%自报
OJBench (C++)57.4%自报

Economics

FinSearchComp T2&T367.8%自报

Finance

MMLU-Pro87.1%自报

General

LiveCodeBench v685.0%自报
MMMU-Pro78.5%自报
SimpleVQA0.71 / 100自报
LiveBench69.1%自报
LongBench v261.0%自报

Healthcare

VideoMMMU86.6%自报

Image To Text

OCRBench92.3%自报

Long Context

LongVideoBench79.8%自报
LVBench75.9%自报
AA-LCR70.0%自报

Math

AIME 202596.1%自报
HMMT 202595.4%自报
MathVista-Mini90.1%自报
MathVision84.2%自报
IMO-AnswerBench81.8%自报
Humanity's Last Exam50.2%自报

Multimodal

InfoVQAtest92.6%自报
OmniDocBench 1.588.8%自报
Video-MME87.4%自报
MMVU80.4%自报
CharXiv-R77.5%自报
MotionBench70.4%自报
WorldVQA46.3%自报
ZEROBench0.11 / 100自报

Reasoning

Seal-057.4%自报

AA 评测指数

Intelligence Index
38.1
Tau2
1.0
Gpqa
0.9
Ifbench
0.7
Lcr
0.7
Scicode
0.5
Terminalbench Hard
0.3
Hle
0.3

LLM Stats 分类评分

Language
90
Legal
90
Finance
90
Image To Text
80
Long Context
80
Math
80
Multimodal
80
Frontend Development
80
Video
80
Vision
80
Physics
70
Reasoning
70
Search
70
Structured Output
70
General
70
Healthcare
70
Biology
70
Chemistry
70
Agents
60
Code
50
Tool Calling
50
Safety
40

定价

输入价格$0.58 / 1M tokens
输出价格$3 / 1M tokens
混合价格(3:1)$1.185 / 1M tokens
缓存读取价格$0.1 / 1M tokens

速度

Tokens/秒47.2
首Token延迟1.19s
首回答延迟64.11s

供应商价格排行

供应商价格排行

30 个供应商

最便宜: NanoGPT最贵: evroc
供应商输入输出
1NanoGPT最便宜
$0.3
$1.9
2HPC-AI
$0.3
$1.5
3OpenRouter
$0.375
$2.025
4Chutes
$0.44
$2
5SiliconFlow (China)
$0.45
$2.25
6Deep Infra
$0.45
$2.25
7Kilo Gateway
$0.45
$2.2
8Meganova
$0.45
$2.8
9SiliconFlow
$0.45
$2.25
10routing.run
$0.462
$2.42
11Weights & Biases
$0.5
$2.85
12Nebius Token Factory
$0.5
$2.5
13Together AI
$0.5
$2.8
14Neuralwatt
$0.52
$2.59
15Synthetic
$0.55
$2.19
16Venice AI
$0.56
$3.5
17Kimi主要
$0.58
$3
18ZenMux
$0.58
$3.02
19Alibaba (China)
$0.6
$3
20Jiekou.AI
$0.6
$3
21Hugging Face
$0.6
$3
22NovitaAI
$0.6
$3
23Cloudflare AI Gateway
$0.6
$3
24Amazon Bedrock
$0.6
$3
25Baseten
$0.6
$3
26Vercel AI Gateway
$0.6
$3
27OrcaRouter
$0.6
$3
28Merge Gateway
$0.6
$3
29CrofAI
$1
$3
30evroc
$1.47
$5.9

比较该模型在不同 API 供应商之间的定价。

外部链接