name = "Kimi K2.7 Code"
description = "Coding-focused Kimi model, stronger on long-horizon repo work with less overthinking"
family = "kimi-k2"
release_date = "2026-06-12"
last_updated = "2026-06-12"
attachment = true
reasoning = true
temperature = false
tool_call = true
structured_output = true
knowledge = "2025-01"
open_weights = true

[limit]
context = 262_144
output = 262_144

[modalities]
input = ["text", "image", "video"]
output = ["text"]

[[weights]]
label = "Hugging Face"
url = "https://huggingface.co/moonshotai/Kimi-K2.7-Code"

[[benchmarks]]
name = "Kimi Code Bench"
score = 62.0
harness = "Kimi Code CLI"
version = "v2"
source = "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
date = "2026-06-12"

[[benchmarks]]
name = "Program Bench"
score = 53.6
harness = "Kimi Code CLI"
source = "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
date = "2026-06-12"

[[benchmarks]]
name = "MLS Bench Lite"
score = 35.1
harness = "Kimi Code CLI"
source = "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
date = "2026-06-12"

[[benchmarks]]
name = "MCP Atlas"
score = 76.0
metric = "success rate"
harness = "Kimi Code CLI"
source = "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
date = "2026-06-12"

[[benchmarks]]
name = "MCP Mark Verified"
score = 81.1
metric = "success rate"
harness = "Kimi Code CLI"
source = "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
date = "2026-06-12"

[[benchmarks]]
name = "Kimi Claw 24/7 Bench"
score = 46.9
harness = "Kimi Code CLI"
source = "https://huggingface.co/moonshotai/Kimi-K2.7-Code"
date = "2026-06-12"