GraphFlow Comprehensive Benchmark Results

August 3, 2026 ยท View on GitHub

Auto-generated by npm run benchmark:comprehensive Last run: 2026-08-03T07:45:44.869Z Commit: 05a798172a6cff9d0d3d6df8d155bcf3e52305cb

Overall Score

ComponentScoreWeight
Indexing100.0%15%
Compression64.7%20%
Planning100.0%20%
Learning100.0%15%
Bridge100.0%15%
Performance99.7%15%
Overall92.9%100%

P1: Graph Indexing Quality

MetricValue
Total nodes2,007
Total edges7,067
Files indexed181
Indexing time0.55s
Node type breakdownFile: 181, Module: 196, Symbol: 1630
Edge type breakdowndepends_on: 181, defines: 1630, imports: 717, part_of: 120, next_section: 59, references: 2466, calls: 1869, inherits: 25

P2: Context Compression

MetricValue
Avg summary tokens472
Avg anchor count15.0
Avg total tokens707
Layer distributionL1: 270, L2: 30

P3: Planning & Triage

Triage Accuracy: 100.0%

TaskExpectedActualCorrect
fix typo in readmesimplesimpleY
add unit test for utilssimplesimpleY
update config default valuesimplesimpleY
refactor the database module and add migration supcomplexcomplexY
multi-module architecture redesign with parallel mcomplexcomplexY
implement caching layer and refactor all API endpocomplexcomplexY
add loggingsimplesimpleY
create graph-based context compression with pageracomplexcomplexY

Plan Quality: 100.0%

TaskNodesHas depsWithin bounds
refactor orchestrator and add tests3YY
fix bug in config loader4YY
implement new feature: graph visualization with in3YY
add python indexer support4YY
setup CI pipeline4YY

DAG Execution Quality

TaskNodesRoundsParallelism
refactor orchestrator and add tests321.50x
fix bug in config loader431.33x
implement new feature: graph visualization with in321.50x
add python indexer support431.33x
setup CI pipeline431.33x
Avg parallelism1.40x

P4: Learning Flywheel

MetricValue
Episodes recorded5
Episode recall hits3
Skill hints generated3
Skill outcome recordedY
Episode roundtripPASS

P5: Bridge Mode

TaskPlan nodesAssignmentsSpecialty coverage
refactor the authentication module and add OAuth233100.0%
implement caching layer for graph queries with inv44100.0%
multi-language indexer: add Rust and Go support wi33100.0%
Avg3.3100.0%

P6: Performance

MetricValue
Graph build time0.55s
Avg query latency3ms
P50 query latency3ms
P95 query latency10ms
Peak memory (RSS)276MB

Environment

  • Node: v22.20.0
  • Platform: linux x64
  • Wall-clock: 0.81s

Reproduce

npm install && npm run benchmark:comprehensive