# Comprehensive Evaluation Results

Generated: 2026-04-23T01:52:32.649Z
Total Time: 502.0s
Suite: next
Models: 1
Scenarios: 6
Total evaluations: 6
LLM Judge: enabled

## Success Metrics

| Metric | Value |
|--------|-------|
| Overall Pass Rate | 100.0% |
| Memory-First Compliance | 100.0% |
| Tool Ordering Accuracy | 100.0% |
| Skill-First Rate | 100.0% |
| Avg Latency | 151.7s |
| p50 Latency | 156.1s |
| p95 Latency | 176.3s |

## LLM Judge Metrics

Average Score: 9.7/10

| Model | Judge Score |
|-------|-------------|
| kimi-k2.6 | 9.7/10 |

### Criteria Pass Rates

| Criterion | Pass Rate |
|-----------|-----------|
| appropriateFormat | 83% |
| citesGroundTruth | 100% |
| entityCorrect | 100% |
| factuallyAccurate | 100% |
| hasDebrief | 100% |
| isActionable | 100% |
| isCoherent | 100% |
| noContradictions | 100% |
| noHallucinations | 100% |
| personaMatch | 83% |

## Pass Rate by Model

| Model | Pass Rate | Memory-First | Tool Ordering | Avg Latency |
|-------|-----------|--------------|---------------|-------------|
| kimi-k2.6 | 100% | 100% | 100% | 151.7s |

## Pass Rate by Scenario

| Scenario | Pass Rate |
|----------|-----------|
| ✅ next_banker_vague_disco_cover_this_week | 100% |
| ✅ next_banker_tool_ambros_outbound_pack | 100% |
| ✅ next_vc_vague_disco_wedge | 100% |
| ✅ next_vc_tool_disco_comps | 100% |
| ✅ next_cto_vague_quickjs_exposure | 100% |
| ✅ next_cto_tool_cve_plan | 100% |
