# SGR vs Manual Search Comparison
Generated: 2025-12-07T19:59:32.726720
## Results Comparison
| Question | SGR Recall | My Recall | Winner | SGR Files | My Files |
|----------|------------|-----------|--------|-----------|----------|
| django_request_response_lifecy | 25% | 25% | Tie | django/core/handlers/base.py, django/middleware/co... | django/core/handlers/base.py... |
| django_queryset_lazy_evaluatio | 100% | 100% | Tie | django/db/models/query.py, django/db/models/sql/co... | django/db/models/query.py... |
| gin_route_tree_matching | 50% | 75% | **Manual** | path.go, gin.go, context.go... | tree.go... |
| gin_context_pool_reuse | 50% | 100% | **Manual** | context.go, gin_integration_test.go... | gin.go, context.go... |
| codeql_dataflow_configuration | 0% | 30% | **Manual** | ... | shared/dataflow/.../DataFlowImpl.qll, Xss.qll... |
| codeql_security_query_structur | 0% | 70% | **Manual** | java/ql/src/Security/CWE/CWE-079/XSS.java, java/ql... | DomBasedXssQuery.qll, Xss.qll... |
| infinigen_procedural_material_ | 0% | 70% | **Manual** | infinigen/assets/colors.py, infinigen/assets/place... | node_wrangler.py, surface.py... |
| infinigen_asset_placement_pipe | 0% | 75% | **Manual** | infinigen/core/generator.py... | placement.py, density.py, instance_scatter.py... |
| qgis_map_rendering_pipeline | 0% | 80% | **Manual** | src/3d/qgsabstract3dengine.h, src/3d/qgs3dutils.cp... | qgsmaprendererparalleljob.h, qgsmaprendererjob.h, ... |
| qgis_expression_evaluation | 0% | 70% | **Manual** | src/core/labeling/qgslabelingengine.cpp, src/core/... | qgsexpression.h, qgspallabeling.h... |
| claude_flow_agent_coordination | 0% | 40% | **Manual** | src/agents/agent-manager.ts, bin/github/gh-coordin... | task/coordination.ts... |
| claude_flow_memory_system | 0% | 30% | **Manual** | bin/hive-mind/session-manager.js, bin/hive-mind/au... | hive-mind/core/Memory.ts, DatabaseManager.ts... |
## Summary
- SGR wins: 0
- Manual wins: 10
- Ties: 2
## Analysis
### Where SGR does better:
- (will be filled based on results)
### Where Manual search does better:
- (will be filled based on results)
### Common failure patterns:
- (will be analyzed from logs)
