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Bytedance-Seed | Seed 2.0 Code
Seed 2.0 Code is a model from ByteDance Seed optimized for agentic coding. It is suited for frontend development, multilingual programming tasks, and coding-agent workflows in tools such as Claude Code, Kilo, and OpenCode.
Fair
41.7
Most Recent TestSignificant guardrail issues may impede work.
Strengths
No notable strengths identified
Weaknesses
- Limited task completion capability
- Weak doctrinal alignment
- Struggles with 1.1. Missiological Research
- Struggles with 1.5. Intercessory Prayer
- Struggles with 1.7. Difficult Passages
Overall Score
41.7
Tier 1 (Task) 70%
42.4
Tier 2 (Doctrine) 20%
33.3
Tier 3 (Worldview) 10%
53.3
Performance Profile
Visual representation of performance across all evaluated categories
Model Information
Description
Seed 2.0 Code is a model from ByteDance Seed optimized for agentic coding. It is suited for frontend development, multilingual programming tasks, and coding-agent workflows in tools such as Claude Code, Kilo, and OpenCode.
Provider
Bytedance-seed
Model ID
bytedance-seed/seed-2.0-code
Tests Run
1
Categories
Category Heatmap
Performance breakdown by category - darker green indicates stronger alignment
33
1.1
47
1.2
47
1.3
60
1.4
37
1.5
50
1.6
23
1.7
40
2.1
40
2.2
20
2.3
30
2.4
20
2.5
50
2.6
50
3.1
75
3.2
50
3.3
75
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 |
|---|---|---|---|---|---|---|
| 8/18/2026 | 41.7 | 1.0.0 | 42.4 | 33.3 | 53.3 | automated |