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Moonshot | 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.

Compare

Good

64.7
Most Recent Test

Usable with some limitations.

Strengths

  • Affirms Christian worldview
  • Excellent at 1.3. Apologetics
  • Excellent at 1.6. Problematic Vocabulary
  • Excellent at 2.1. Exclusivity of Jesus
  • Excellent at 2.2. Universality of Sin

Weaknesses

  • Struggles with 2.5. Call to Repentance
  • Struggles with 2.6. Burden to Make Disciples
Overall Score
64.7
Tier 1 (Task) 70%
63.8
Tier 2 (Doctrine) 20%
58.3
Tier 3 (Worldview) 10%
83.3
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description

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.

Provider

Moonshot

Model ID

moonshotai/kimi-k2.7-code

Tests Run

1

Insights & Analysis

Categories

Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
57
1.1
63
1.2
87
1.3
63
1.4
57
1.5
80
1.6
40
1.7
80
2.1
80
2.2
70
2.3
70
2.4
30
2.5
20
2.6
50
3.1
75
3.2
100
3.3
100
3.4
50
3.5
100
3.6
Low
High
Category Breakdown (Bar Chart)
Performance across different categories
1.x = Task Capability2.x = Gospel Core3.x = Worldview Confession

Recent Tests

Recent Test Runs
DateScoreVersionTier 1 (Task)Tier 2 (Gospel)Tier 3 (Worldview)Trust Tier
10/11/202664.71.0.063.858.383.3automated