K2 Horizon 375B A23B is Moonshot AI (Kimi)'s language model. A large-scale mixture-of-experts LLM with 375B total parameters and 23B active parameters, designed for advanced reasoning and long-context tasks.
Specifications
Canonical IDmoonshot-k2-horizon-375b-a23b
TypeLanguage
StatusActive
CreatorMoonshot AI (Kimi)Moonshot AI (Kimi)
Input ModalitiesText
Output ModalitiesText
Parameters375B
Benchmarks
Intelligence Index
#79
Coding Index
#40
GPQA
#72
HLE
#86
Time to First Token
#505
SciCode
#127
LCR
#49
Output TPS
#2

Capabilities

Input1/5
Text✓
Image·
Audio·
Video·
PDF·
Output1/5
Text✓
Image·
Audio·
Video·
Embedding·
Capabilities0/13
Reasoning·
Adaptive Reasoning·
Function Calling·
Parallel Function Calling·
Structured Outputs·
Native JSON Schema·
Web Search·
URL Context·
Computer Use·
Code Execution·
File Search·
Prompt Caching·
Assistant Prefill·

Cheapest Instances to Run It

Cloud GPU instances that can host K2 Horizon 375B A23B, ranked by cheapest on-demand price. The model needs about 900 GB of GPU memory at FP16 precision (estimated from its parameter count), so treat the fit as guidance rather than a guarantee.

All clouds
FP16 (full precision)
US Dollar ($)
Instance
Cloud
GPU
VRAM
Price
Cheapest region
Standard_ND96is_MI300X_v5Azure8× AMD Instinct MI300X GPU (192GB)1536 GB$48.00/hr
Standard_ND96isr_MI300X_v5Azure8× AMD Instinct MI300X1536 GB$48.00/hr
p5en.48xlargeAWS8× H2001128 GB$63.30/hr
5 more instances can run K2 Horizon 375B A23B
Unlock the full ranked list and FP8 / INT4 quantization with a CloudPrice subscription.

Versions

VersionReleasedContextInput / 1MOutput / 1MStatus
K2 Medium 2————Available
K2.2 Think————Available
MBZUAI K2.2————Available
K2 Low 2————Available
K2 Horizon 375B A23B————Current

Model IDs

k2-horizon-375b-a23b
moonshot-k2-horizon-375b-a23b