Graphwalks parents >128k
A graph reasoning benchmark that evaluates language models' ability to find parent nodes in graphs with context length over 128k tokens, testing long-context reasoning and graph structure understanding.
6rows
scoreprimary metric
2026-05-06sampled
Metadata
Metrics
Score, Normalized Score
| Rank | Subject | Score | Model Match | Provenance | Sampled |
|---|---|---|---|---|---|
| 1 | Claude Opus 4.6 | 0.95 |  Claude Opus 4.6 anthropic-claude-opus-4.6 | Self-reported | 2026-05-06 |
| 2 | GPT-5.5 | 0.58 |  GPT-5.5 openai-gpt-5.5 | Self-reported | 2026-05-06 |
| 3 | GPT-5.4 | 0.32 | GPT-5.4 openai-gpt-5.4 | Self-reported | 2026-05-06 |
| 4 | GPT-4.1 | 0.25 | GPT-4.1 openai-gpt-4.1 | Self-reported | 2026-05-06 |
| 5 | GPT-4.1 mini | 0.11 | GPT-4.1 Mini openai-gpt-4.1-mini | Self-reported | 2026-05-06 |
| 6 | GPT-4.1 nano | 0.06 | GPT-4.1 Nano openai-gpt-4.1-nano | Self-reported | 2026-05-06 |
No matching rows.