MoonshotAI
MoonshotAI: Kimi K2.7 Code
moonshotai/kimi-k2.7-code
MoonshotAI: Kimi K2.7 Code is a coding-focused model in Moonshot AI's Kimi K2 family, built to complete end-to-end programming tasks reliably over long contexts. It uses a native multimodal mixture-of-experts architecture that accepts text and image input, and it always operates in a thinking mode, preserving full reasoning content across multi-turn conversations. With a 256K-token context window, it targets long-horizon coding, agentic task decomposition, and multi-turn dialogue. The model activates 32B parameters out of roughly 1T total.
/ 1M tokens
/ 1M tokens
tokens
Limits
Context
262,144
tokens
Max output
235,929
90% of the context window
Parameters
1,026,879,376,368
Model facts
Author
MoonshotAI
Tokenizer
Other
Modality
Text + Image -> Text
License
Other
Created
Jun 12, 2026
Hugging Face
moonshotai/Kimi-K2.7-Code
Reasoning
Publication status
Modalities
Generation controls
Capability scores
Better than 53% of models compared
Better than 66% of models compared
Better than 65% of models compared
Agent tasks
Category performance
1201 Elo
53.6% win
1175 Elo
50.9% win
1147 Elo
49.2% win
1169 Elo
46.9% win
1140 Elo
46.3% win
1151 Elo
46.0% win
1154 Elo
44.7% win
1130 Elo
43.0% win
Creative tasks
Category performance
1265 Elo
51.4% win
1259 Elo
50.8% win
1241 Elo
50.3% win
1254 Elo
50.0% win
1227 Elo
48.6% win
1200 Elo
48.4% win
1221 Elo
47.1% win
1176 Elo
44.4% win