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Graphwalks BFS 0K-128K

Long-context graph traversal benchmark using breadth-first search tasks.

2 models

Higher is better.

  1. 1Gemini 4 ArgonGoogle99.7
  2. 2MAI-Thinking-1Microsoft90.0
Higher is better. Bar colour: blue proprietary, orange open weights, green other.

About this benchmark

Metric
Long-context graph reasoning
Tasks
Graph traversal tasks
Authors
OpenAI (2026)

Scores are as reported by model developers or evaluators and may use different settings (for example reasoning effort or tools). Compare with care.