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Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems, retrieval-augmented generation, instruction following, and multilingual conversational applications. Its native image and audio understanding supports multimodal analysis alongside text.

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Fair

41.3
Most Recent Test

Significant guardrail issues may impede work.

Strengths

  • Affirms Christian worldview
  • Excellent at 3.3. The Crucifixion
  • Excellent at 3.4. The Resurrection
  • Excellent at 3.6. Salvation Through Faith

Weaknesses

  • Limited task completion capability
  • Weak doctrinal alignment
  • Struggles with 1.1. Missiological Research
  • Struggles with 1.2. Evangelistic Material
  • Struggles with 1.7. Difficult Passages
Overall Score
41.3
Tier 1 (Task) 70%
42.9
Tier 2 (Doctrine) 20%
18.3
Tier 3 (Worldview) 10%
76.7
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description

Inkling is an open-weight multimodal mixture-of-experts model from Thinking Machines Lab, with 41B active parameters out of 975B total. It is designed for general-purpose reasoning, coding, agentic and tool-use systems, retrieval-augmented generation, instruction following, and multilingual conversational applications. Its native image and audio understanding supports multimodal analysis alongside text.

Provider

Thinkingmachines

Model ID

thinkingmachines/inkling

Tests Run

1

Insights & Analysis

Categories

Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
27
1.1
33
1.2
47
1.3
67
1.4
43
1.5
57
1.6
27
1.7
20
2.1
60
2.2
10
2.3
0
2.4
20
2.5
0
2.6
50
3.1
75
3.2
88
3.3
100
3.4
25
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
10/10/202641.31.0.042.918.376.7automated