# AgentKit Benchmark Report

Timestamp: 2026-06-17T03:26:25.072956+00:00

Version: 0.1.0

Overall Score: 98.0%

Summary: 50/51 tests passed (1 failed) across 7 dimensions.

## Dimension Results

Dimension | Total | Pass | Fail | Score
--- | --- | --- | --- | ---
preprocessing | 15 | 14 | 1 | 93.3%
overfitting | 3 | 3 | 0 | 100.0%
efficiency | 5 | 5 | 0 | 100.0%
tool_search | 10 | 10 | 0 | 100.0%
event_model | 6 | 6 | 0 | 100.0%
spec_management | 7 | 7 | 0 | 100.0%
verification | 5 | 5 | 0 | 100.0%
OVERALL | 51 | 50 | 1 | 98.0%

## Failed Cases

[preprocessing] skill_prefix_direct
expected: skill_react
actual: direct_chat