Project AURIONAI Use-Cases Research & Innovation
code

Kimi K2.7 Code

Coding fine-tune of Kimi K2.6.

Moonshot AIMoonshot AIChinaKimiFamily
Moonshot AI
Levelmodel
Classcode
Parameters1T
Context256,000
ReleasedJun 2026
Opennessopen weights restricted
Runs onmulti-GPU node, hyperscale cluster
Statusactive

Benchmark Results

vendor-reported
Kimi Code Bench v2coding
vendor-reported
62
03570

Score. Higher is better.

huggingface.co
ProgramBenchcoding
Kimi Code CLI, thinkingvendor-reported
53.6
050100

Score in %. Higher is better.

huggingface.co
Where this comes from
Every score names who ran it: vendor-reported, maintainer-run or independent. A rank is shown with the population it was ranked in (gap rule 3).

Lineage

successorfinetune
Kimi K2.5 to Kimi K2.6: successor, medium confidenceKimi K2.6 to Kimi K2.7 Code: finetune, high confidenceKimi K2.6 to Kimi K3: successor, medium confidenceKimi K2.5Kimi K2.5Moonshot AI, Jan 2026Kimi K2.6Kimi K2.6Moonshot AI, Apr 2026Kimi K2.7 CodeKimi K2.7 CodeMoonshot AI, Jun 2026Kimi K3Kimi K3Moonshot AI, Jul 2026
Moonshot AIKimi K2.6 is the parent (finetune)high confidencemodel card
Where this comes from
Parent and child relations from model cards, Hugging Face base_model fields and the genealogy tables of the research notes. The tree shows two generations each way, 4 models. Confidence and evidence are the notes' own.

R&D Topics

Code language modelsproduced by

Identity

Developer
Moonshot AI
Family
Kimi
Released
Jun 2026 sourcessecondary report
Weights published
–
Record checked
10 Oct 2026
Where this comes from
Developer and dates from the research notes. Release date is the vendor's public announcement; weights date is when open weights were published.

Architecture and Size

Architecture
MoE
Total parameters
1T sources
Active parameters
32B
Checkpoint parameters
–
Context length
256,000 tokens
Input
text
Output
text
Where this comes from
Parameter counts as the developer states them. Where the checkpoint holds a different total, both are shown (register A16).

Openness and Access

Openness
open weights restricted
Licence
Modified MIT (Moonshot AI) sources
Access routes
open weights download
Where this comes from
The licence file governs over registry tags and aggregator labels.

Deployment

Runs on
multi-GPU node, hyperscale cluster
Footprint
T3/T2 estimate (unverified). HF updated Jun 15. Retired from Copilot 2026-10-02.
Runtimes
not in the notes
Where this comes from
Deployment tiers and runtimes as named in the notes. Footprint is the notes' figure, not a measurement by AURION.

Indonesia

Indonesian support
not stated
Regional languages
not in the notes
Jakarta hosting
unknown
Languages
not in the notes
Where this comes from
Indonesia fields are carried on every model; unknown is an allowed value.

Industry Use Cases

No industry use case links this model.

Sources

  1. huggingface.co/moonshotai/Kimi-K2.7-Code https://huggingface.co/moonshotai/Kimi-K2.7-Code
  2. huggingface.co/moonshotai https://huggingface.co/moonshotai
  3. Kimi (AI) - Wikipedia en.wikipedia.org https://en.wikipedia.org/wiki/Kimi_(chatbot)
  4. Supported AI models in GitHub Copilot - GitHub Docs docs.github.com https://docs.github.com/en/copilot/reference/ai-models/supported-models

To cite this page: Project AURION, AI Use-Cases Research & Innovation, "Kimi K2.7 Code", https://aurion.semai.id/models/moonshot-ai-kimi-k2-7-code/, records of October 2026.