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Inclusionai | Ling 3.0 Flash
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
Fair
59.0
Most Recent TestSignificant guardrail issues may impede work.
Strengths
- Excellent at 2.1. Exclusivity of Jesus
- Excellent at 2.2. Universality of Sin
- Excellent at 3.2. Historical Jesus
Weaknesses
- Struggles with 2.3. Reality of Judgment
- Struggles with 2.5. Call to Repentance
- Struggles with 3.1. Existence of God
- Struggles with 3.4. The Resurrection
- Struggles with 3.5. Universal Sinfulness
Overall Score
59.0
Tier 1 (Task) 70%
61.4
Tier 2 (Doctrine) 20%
55.0
Tier 3 (Worldview) 10%
50.0
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description
*Ling-3.0-flash* is a *124B-parameter Mixture-of-Experts (MoE) model*, with approximately *5.1B parameters activated per token*. The model is designed with *token efficiency and production-scale agentic inference* as key priorities, enabling developers...
Provider
Inclusionai
Model ID
inclusionai/ling-3.0-flash
Tests Run
1
Categories
Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
43
1.1
73
1.2
70
1.3
57
1.4
60
1.5
63
1.6
63
1.7
80
2.1
100
2.2
30
2.3
60
2.4
20
2.5
40
2.6
0
3.1
100
3.2
75
3.3
25
3.4
25
3.5
50
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 |
|---|---|---|---|---|---|---|
| 8/11/2026 | 59.0 | 1.0.0 | 61.4 | 55.0 | 50.0 | automated |