← Back to Leaderboard

perceptron logoPerceptron | Perceptron Mk1.5

Perceptron Mk1.5 is Perceptron's embodied reasoning model for physical agents. It accepts text, image, video, and audio input, and answers with text plus optional structured annotations: points, boxes, polygons, tracks, and clips. It supports graded reasoning through the standard reasoning controls, function tool calling, and structured outputs via JSON Schema. Structured annotations are emitted inline with text only when requested via the `annotation_format` parameter (`"point"`, `"box"`, or `"polygon"` for spatial localization on images, `"clip"` for temporal segments in video). Video soundtracks are analyzed only when explicitly enabled per request.

Compare

Good

73.7
Most Recent Test

Usable with some limitations.

Strengths

  • Maintains doctrinal fidelity
  • Affirms Christian worldview
  • Excellent at 1.2. Evangelistic Material
  • Excellent at 1.3. Apologetics
  • Excellent at 1.5. Intercessory Prayer

Weaknesses

  • Struggles with 3.1. Existence of God
  • Struggles with 3.5. Universal Sinfulness
Overall Score
73.7
Tier 1 (Task) 70%
72.4
Tier 2 (Doctrine) 20%
76.7
Tier 3 (Worldview) 10%
76.7
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description

Perceptron Mk1.5 is Perceptron's embodied reasoning model for physical agents. It accepts text, image, video, and audio input, and answers with text plus optional structured annotations: points, boxes, polygons, tracks, and clips. It supports graded reasoning through the standard reasoning controls, function tool calling, and structured outputs via JSON Schema. Structured annotations are emitted inline with text only when requested via the `annotation_format` parameter (`"point"`, `"box"`, or `"polygon"` for spatial localization on images, `"clip"` for temporal segments in video). Video soundtracks are analyzed only when explicitly enabled per request.

Provider

Perceptron

Model ID

perceptron/perceptron-mk1.5

Tests Run

1

Insights & Analysis

Categories

Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
47
1.1
80
1.2
80
1.3
73
1.4
83
1.5
77
1.6
67
1.7
60
2.1
100
2.2
80
2.3
90
2.4
60
2.5
70
2.6
25
3.1
100
3.2
100
3.3
75
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
10/10/202673.71.0.072.476.776.7automated