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MMoonshot | Kimi K3.1 Pro
Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model and a post-trained successor to Kimi K3, with a 1M-token context window. It is built for long-horizon coding, 3D creation, financial research, and end-to-end agentic knowledge work, with native image and video understanding.
Fair
57.7
Most Recent TestSignificant guardrail issues may impede work.
Strengths
- Maintains doctrinal fidelity
- Affirms Christian worldview
- Excellent at 2.1. Exclusivity of Jesus
- Excellent at 2.2. Universality of Sin
- Excellent at 2.3. Reality of Judgment
Weaknesses
- Limited task completion capability
- Struggles with 1.1. Missiological Research
- Struggles with 1.7. Difficult Passages
Overall Score
57.7
Tier 1 (Task) 70%
48.6
Tier 2 (Doctrine) 20%
75.0
Tier 3 (Worldview) 10%
86.7
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description
Kimi K3.1 Pro is Moonshot AI's flagship open-weight multimodal reasoning model and a post-trained successor to Kimi K3, with a 1M-token context window. It is built for long-horizon coding, 3D creation, financial research, and end-to-end agentic knowledge work, with native image and video understanding.
Provider
Moonshot
Model ID
moonshotai/kimi-k3.1-pro
Tests Run
1
Categories
Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
30
1.1
57
1.2
43
1.3
60
1.4
57
1.5
57
1.6
37
1.7
80
2.1
100
2.2
80
2.3
100
2.4
40
2.5
50
2.6
75
3.1
75
3.2
75
3.3
100
3.4
100
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
| Date | Score | Version | Tier 1 (Task) | Tier 2 (Gospel) | Tier 3 (Worldview) | Trust Tier |
|---|---|---|---|---|---|---|
| 10/26/2026 | 57.7 | 1.0.0 | 48.6 | 75.0 | 86.7 | automated |