Which AI model scores highest on GraphWalks BFS (256K–1M)?

Gemini 4 Carbon by Google holds the best GraphWalks BFS (256K–1M) result among tracked models, at 96.2% (released Oct 28 2026). Higher scores are better on this benchmark.

What are the top 1 models on GraphWalks BFS (256K–1M)?

1. Gemini 4 Carbon (Google) — 96.2%.

How many models have a published GraphWalks BFS (256K–1M) score?

1 tracked model has a published GraphWalks BFS (256K–1M) score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.

Long context

GraphWalks BFS (256K–1M)

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

Rankings

Higher is better

Gemini 4 Carbon

96.2%

GraphWalks BFS (256K–1M) — frequently asked questions

: breadth-first search F1 on the 200 GraphWalks problems with 256K to 1M tokens of context
: Gemini 4 Carbon by Google holds the best GraphWalks BFS (256K–1M) result among tracked models, at 96.2% (released Oct 28 2026). Higher scores are better on this benchmark.
: 1. Gemini 4 Carbon (Google) — 96.2%.
: 1 tracked model has a published GraphWalks BFS (256K–1M) score. Scores are collected from published lab reports and benchmark sources, with recorded sources credited alongside the results. We do not re-run the evaluations.