# SGR vs Manual Search Comparison
Generated: 2025-12-07T16:50:38.225214
## Results Comparison
| Question | SGR Recall | My Recall | Winner | SGR Files | My Files |
|----------|------------|-----------|--------|-----------|----------|
| django_request_response_lifecy | 50% | 25% | **SGR** | django/conf/project_template/project_name/settings... | django/core/handlers/base.py... |
| django_queryset_lazy_evaluatio | 0% | 100% | **Manual** | django/db/models/sql/query.py, django/db/models/sq... | django/db/models/query.py... |
| gin_route_tree_matching | 50% | 75% | **Manual** | gin.go, ginS/gins.go, path.go... | tree.go... |
| gin_context_pool_reuse | 50% | 100% | **Manual** | context.go... | gin.go, context.go... |
| codeql_dataflow_configuration | 0% | 30% | **Manual** | ... | shared/dataflow/.../DataFlowImpl.qll, Xss.qll... |
| codeql_security_query_structur | 0% | 70% | **Manual** | ... | DomBasedXssQuery.qll, Xss.qll... |
| infinigen_procedural_material_ | 0% | 70% | **Manual** | infinigen/assets/materials/table_marble.py, infini... | node_wrangler.py, surface.py... |
| infinigen_asset_placement_pipe | 0% | 75% | **Manual** | ... | placement.py, density.py, instance_scatter.py... |
| qgis_map_rendering_pipeline | 33% | 80% | **Manual** | src/gui/qgsmapcanvas.cpp, src/gui/qgsmapcanvasmap.... | qgsmaprendererparalleljob.h, qgsmaprendererjob.h, ... |
| qgis_expression_evaluation | 0% | 70% | **Manual** | resources/opencl_programs/hillshade_renderer.cl, r... | qgsexpression.h, qgspallabeling.h... |
| claude_flow_agent_coordination | 0% | 40% | **Manual** | bin/coordination.js, src/swarm/mcp-integration-wra... | task/coordination.ts... |
| claude_flow_memory_system | 33% | 30% | **SGR** | src/agents/agent-manager.ts, src/resources/resourc... | hive-mind/core/Memory.ts, DatabaseManager.ts... |
## Summary
- SGR wins: 2
- Manual wins: 10
- Ties: 0
## 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)
