# Expanded Evaluation Results

Generated: 2026-01-08T23:25:54.394Z
Model: gemini-3-flash
Category: all
Total Time: 616.9s

## Summary

| Metric | Value |
|--------|-------|
| Total Scenarios | 31 |
| Passed | 26 |
| Failed | 5 |
| Pass Rate | 83.9% |

## Results by Category

### Calendar

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Calendar: Schedule DISCO review meeting | ✅ PASS | 19.4s | lookupGroundTruthEntity, createEvent | - |
| Calendar: Schedule Salesforce demo | ✅ PASS | 28.7s | lookupGroundTruthEntity, setActiveSection, fusionSearch, createEvent | - |
| Calendar: Schedule Ambros follow-up | ✅ PASS | 17.2s | lookupGroundTruthEntity, createEvent | - |

### Spreadsheet

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Spreadsheet: DISCO funding metrics | ✅ PASS | 11.6s | lookupGroundTruthEntity | - |
| Spreadsheet: Ambros deal pipeline | ✅ PASS | 15.6s | lookupGroundTruthEntity, listSpreadsheets | - |
| Spreadsheet: Gemini pricing comparison | ✅ PASS | 10.5s | lookupGroundTruthEntity, createSpreadsheet | - |

### Document

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Document: DISCO investment memo | ✅ PASS | 15.2s | lookupGroundTruthEntity, setActiveSection | - |
| Document: QuickJS security assessment | ✅ PASS | 11.7s | lookupGroundTruthEntity | - |
| Document: GenomiQ due diligence | ✅ PASS | 14.9s | lookupGroundTruthEntity | - |

### Web

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Web: DISCO news search | ✅ PASS | 13.0s | lookupGroundTruthEntity | - |
| Web: Salesforce Agentforce deep dive | ✅ PASS | 87.8s | initScratchpad, lookupGroundTruthEntity, setActiveSection, fusionSearch | - |
| Web: DISCO multi-source verification | ✅ PASS | 12.6s | lookupGroundTruthEntity | - |

### Media

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Media: DISCO UI card design | ✅ PASS | 12.1s | lookupGroundTruthEntity | - |
| Media: SoundCloud incident timeline | ✅ PASS | 12.5s | lookupGroundTruthEntity | - |
| Media: VaultPay sales materials | ✅ PASS | 16.7s | lookupGroundTruthEntity | - |

### Skills

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Skills: Banker skill discovery | ✅ PASS | 14.5s | lookupGroundTruthEntity, searchAvailableSkills | - |
| Skills: VC thesis skill | ❌ FAIL | 15.4s | lookupGroundTruthEntity | unknown ground truth entity: OPENAUTOGLM |
| Skills: Quant signal skill | ✅ PASS | 14.1s | lookupGroundTruthEntity | - |
| Skills: Digest persona skill | ✅ PASS | 91.2s | getSystemDateTime, getDailyBrief, getTodaysFundingEvents, listGroundTruthEntities, setActiveSection, lookupGroundTruthEntity, getBankerGradeEntityInsights, getBankerGradeEntityInsights, parallelDelegate, initScratchpad, fusionSearch, linkupSearch | - |

### Tools

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Tools: Basic tool discovery | ✅ PASS | 17.8s | lookupGroundTruthEntity | - |
| Tools: Describe tool schemas | ❌ FAIL | 20.8s | initScratchpad, lookupGroundTruthEntity | Output missing expected content: "schema"; Output missing ex |
| Tools: Gateway invocation | ✅ PASS | 12.2s | lookupGroundTruthEntity | - |
| Tools: Safe tier tool | ✅ PASS | 10.1s | lookupGroundTruthEntity | - |

### Hybrid

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Hybrid: Memory-first retrieval | ✅ PASS | 12.0s | lookupGroundTruthEntity | - |
| Hybrid: Fusion search ranking | ✅ PASS | 15.2s | lookupGroundTruthEntity | - |
| Hybrid: Cross-source aggregation | ❌ FAIL | 22.2s | lookupGroundTruthEntity | persona mismatch: got JPM_STARTUP_BANKER expected EARLY_STAG |
| Hybrid: Stale data detection | ❌ FAIL | 12.9s | lookupGroundTruthEntity | funding.stage mismatch: got 'N/A' expected 'Series A (report |

### Disclosure

| Scenario | Status | Time | Tools Called | Issues |
|----------|--------|------|--------------|--------|
| Disclosure: P0 telemetry events | ❌ FAIL | 12.1s | lookupGroundTruthEntity | persona mismatch: got QUANT_ANALYST expected JPM_STARTUP_BAN |
| Disclosure: P1 persona classification | ✅ PASS | 12.9s | lookupGroundTruthEntity | - |
| Disclosure: P2 skill allowlist | ✅ PASS | 18.8s | lookupGroundTruthEntity, listSkillCategories | - |
| Disclosure: P3 full disclosure trace | ✅ PASS | 15.3s | lookupGroundTruthEntity | - |
