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Kimi-K2.5
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Tool use · Reasoning
Overview
Deployment
Pricing
Evaluations
Evaluation overview
Overall rank
#68
74.4 points · 201 models
Open-weight rank
#22
77.5 points · 119 models
Data coverage
82 items
9 sources · updated through 2026-09-02
Domain performance
Coding
#69 / 181
71.2
Research
#62 / 195
85.4
Agents
#73 / 147
68.3
Vision
#48 / 81
73.9
Long context
#44 / 95
77.8
Evaluation highlights
All evaluations
MMLU-Redux
Reasoning · Qwen3.6-Plus Technical Report
94.5%
9
/ 102
VideoMMMU
Multimodal · Qwen3.6-Plus Technical Report
86.6%
4
/ 28
SWE-bench Verified
Coding · Kimi K2.6 Technical Report
76.8%
22
/ 63
LongBench v2
Long context · Qwen3.6-Plus Technical Report
61%
11
/ 27
BrowseComp (w/ Context Manage)
Agents · GLM-5.1 Technical Report
74.9%
6
/ 13
C-Eval
Chinese · Qwen3.6-Plus Technical Report
94%
1
/ 64
Basic information
Context (input / output)
262K / 16K
Parameters
1000B / 32B active
Release date
2026-01
License
Modified MIT
Input modalities
Text · Image · Video
Output modalities
Text
Architecture
MoE
Availability
Moonshot AI
Full pricing
Input
≈ $0.5714 /1M
Output
≈ $1.7143 /1M
vLLM · INT4
Deployment options
INT4 · 8 × 141 GB VRAM
Related links
Official site
HuggingFace
Version relationships
Kimi K2 family
Kimi K2 Base
2025-07 · Same series
Kimi-K2
2025-07 · Same series
Kimi-K2.5
Current
2026-01 · Current model
Kimi-K2.6
2026-04 · Same series
Kimi-K2.7-Code
2026-06 · Same series
Provider variants
Instant
Runtime modes
Thinking