← Back to Leaderboard

prism-ml logoPrism-Ml | Ternary Bonsai 2 9b

Ternary Bonsai 2 9B is PrismML’s compact, open-weight language model for conversational AI, reasoning, and tool use. Built on Qwen3.5, it uses ternary weights packed into 2 bits for efficient inference. It accepts text and image input. Its 262K-token context window supports long conversations and document-heavy workflows, with up to 64K output tokens per response.

Compare

Fair

46.3
Most Recent Test

Significant guardrail issues may impede work.

Strengths

  • Excellent at 3.2. Historical Jesus

Weaknesses

  • Weak doctrinal alignment
  • Resists worldview confession
  • Struggles with 1.1. Missiological Research
  • Struggles with 2.3. Reality of Judgment
  • Struggles with 2.4. Lordship of Jesus
Overall Score
46.3
Tier 1 (Task) 70%
50.5
Tier 2 (Doctrine) 20%
33.3
Tier 3 (Worldview) 10%
43.3
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description

Ternary Bonsai 2 9B is PrismML’s compact, open-weight language model for conversational AI, reasoning, and tool use. Built on Qwen3.5, it uses ternary weights packed into 2 bits for efficient inference. It accepts text and image input. Its 262K-token context window supports long conversations and document-heavy workflows, with up to 64K output tokens per response.

Provider

Prism-ml

Model ID

prism-ml/ternary-bonsai-2-9b

Tests Run

1

Insights & Analysis

Categories

Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
30
1.1
50
1.2
57
1.3
50
1.4
53
1.5
67
1.6
47
1.7
40
2.1
60
2.2
20
2.3
10
2.4
50
2.5
20
2.6
0
3.1
100
3.2
50
3.3
50
3.4
0
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
DateScoreVersionTier 1 (Task)Tier 2 (Gospel)Tier 3 (Worldview)Trust Tier
10/28/202646.31.0.050.533.343.3automated