Graphwalks BFS <128k
A graph reasoning benchmark that evaluates language models' ability to perform breadth-first search (BFS) operations on graphs with context length under 128k tokens, returning nodes reachable at specified depths.
11rows
scoreprimary metric
2026-05-06sampled
Metadata
Metrics
Score, Normalized Score
| Rank | Subject | Score | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | GPT-5.2 | 0.94 |  GPT-5.2 openai-gpt-5.2 | Self-reported | 2026-05-06 |
| 2 | GPT-5.4 | 0.93 | GPT-5.4 openai-gpt-5.4 | Self-reported | 2026-05-06 |
| 3 | GPT-5 | 0.78 | GPT-5 openai-gpt-5 | Self-reported | 2026-05-06 |
| 4 | GPT-5.4 mini | 0.76 | GPT-5.4 Mini openai-gpt-5.4-mini | Self-reported | 2026-05-06 |
| 5 | GPT-5.4 nano | 0.73 | GPT-5.4 Nano openai-gpt-5.4-nano | Self-reported | 2026-05-06 |
| 6 | GPT-4.5 | 0.72 | GPT-4.5 openai-gpt-4.5-preview | Self-reported | 2026-05-06 |
| 7 | GPT-4.1 | 0.62 | GPT-4.1 openai-gpt-4.1 | Self-reported | 2026-05-06 |
| 7 | GPT-4.1 mini | 0.62 | GPT-4.1 Mini openai-gpt-4.1-mini | Self-reported | 2026-05-06 |
| 9 | o3-mini | 0.51 | o3-mini openai-o3-mini | Self-reported | 2026-05-06 |
| 10 | GPT-4o | 0.42 | GPT-4o (2024-08-06) openai-gpt-4o-2024-08-06 | Self-reported | 2026-05-06 |
| 11 | GPT-4.1 nano | 0.25 | GPT-4.1 Nano openai-gpt-4.1-nano | Self-reported | 2026-05-06 |
No matching rows.