Graphwalks BFS <128k: leaderboard
Graphwalks breadth-first-search task below 128k context, testing graph traversal and reachable-node reasoning from serialized graph inputs.
Metric: Score (%). Source: llm-stats.com. Status: saturated. 11 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.2 | 94 |
| 2 | GPT-5.4 | 93 |
| 3 | GPT-5 | 78.3 |
| 4 | GPT-5.4 Mini | 76.3 |
| 5 | GPT-5.4 Nano | 73.4 |
| 6 | GPT-4.5 | 72.3 |
| 7 | GPT-4.1 Mini | 61.7 |
| 8 | GPT-4.1 | 61.7 |
| 9 | O3 Mini | 51 |
| 10 | GPT-4o | 41.7 |
| 11 | GPT-4.1 Nano | 25 |
Interactive version: theaggregate.ai/benchmark?slug=graphwalks-bfs-under-128k · How It Works · Data refreshed daily, snapshot 2026-09-05.