# GraphWalks BFS (256K–1M) — AI model rankings

breadth-first search F1 on the 200 GraphWalks problems with 256K to 1M tokens of context

1 tracked model have a published GraphWalks BFS (256K–1M) score. Higher is better. Scores come from published lab reports and benchmark sources; recorded sources appear beside the scores.

## Ranking

| Rank | Model | Developer | Score | Source | Released |
| --- | --- | --- | --- | --- | --- |
| 1 | Gemini 4 Carbon | Google | 96.2% | Lab | Oct 28 2026 |


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Canonical page: https://aireleasetracker.com/benchmark/graphwalks-bfs-256k-1m
Site index: https://aireleasetracker.com/llms.txt
Source: AI Release Tracker (https://aireleasetracker.com). Most benchmark scores come from lab launch material; gathered results identify the leaderboard that published them.