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inclusionai logoInclusionai | Ling 3.0 Flash Sante

Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks, while retaining general capabilities in reasoning, coding, and agentic tasks.

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Poor

28.7
Most Recent Test

Not recommended for Great Commission use cases.

Strengths

No notable strengths identified

Weaknesses

  • Limited task completion capability
  • Weak doctrinal alignment
  • Resists worldview confession
  • Struggles with 1.1. Missiological Research
  • Struggles with 1.2. Evangelistic Material
Overall Score
28.7
Tier 1 (Task) 70%
32.4
Tier 2 (Doctrine) 20%
10.0
Tier 3 (Worldview) 10%
40.0
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description

Ling 3.0 Flash Sante is a health and medicine-focused mixture-of-experts model from InclusionAI, built on Ling 3.0 Flash with 5.1B active parameters out of 124B total. It is designed for medical knowledge reasoning, clinical safety, evidence-based retrieval, and long-horizon medical tasks, while retaining general capabilities in reasoning, coding, and agentic tasks.

Provider

Inclusionai

Model ID

inclusionai/ling-3.0-flash-sante

Tests Run

1

Insights & Analysis

Categories

Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
20
1.1
33
1.2
33
1.3
33
1.4
40
1.5
53
1.6
13
1.7
0
2.1
20
2.2
0
2.3
0
2.4
20
2.5
20
2.6
50
3.1
75
3.2
38
3.3
25
3.4
25
3.5
33
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
10/10/202628.71.0.032.410.040.0automated