Graphwalks BFS 1M

Progress Over Time

Interactive timeline showing model performance evolution on Graphwalks BFS 1M

State-of-the-art frontier
Open
Proprietary

Graphwalks BFS 1M Leaderboard

3 models
ContextCostLicense
1
OpenAI
OpenAI
1.1M$5.00 / $30.00
2
OpenAI
OpenAI
1.1M$2.50 / $15.00
3
OpenAI
OpenAI
1.1M$1.00 / $6.00
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About this benchmark

What is Graphwalks BFS 1M?

GraphWalks BFS variant evaluated on 1M-token contexts.

Graphwalks BFS 1M is a text benchmark evaluating models on long context, reasoning, and spatial reasoning tasks. LLM Stats tracks 3 models on this benchmark, scored on a 0–1 scale. The current average is 0.7, with the leader at 0.8.

Compare leaders on the best AI for long context, best AI for reasoning and best AI for spatial reasoning leaderboards.

Current leaders

GPT-5.6 Sol from OpenAI currently leads the Graphwalks BFS 1M leaderboard with a score of 0.771 across 3 evaluated AI models.

1GPT-5.6 SolOpenAI77.1%
2GPT-5.6 TerraOpenAI71.2%
3GPT-5.6 LunaOpenAI51.2%

FAQ

Common questions about the Graphwalks BFS 1M benchmark and leaderboard.

What is the Graphwalks BFS 1M benchmark?

GraphWalks BFS variant evaluated on 1M-token contexts.

What is the Graphwalks BFS 1M leaderboard?

The Graphwalks BFS 1M leaderboard ranks 3 AI models based on their performance on this benchmark. Currently, GPT-5.6 Sol by OpenAI leads with a score of 0.771. The average score across all models is 0.665.

What is the highest Graphwalks BFS 1M score?

The highest Graphwalks BFS 1M score is 0.771, achieved by GPT-5.6 Sol from OpenAI.

How many models are evaluated on Graphwalks BFS 1M?

3 models have been evaluated on the Graphwalks BFS 1M benchmark, with 0 verified results and 3 self-reported results.

What categories does Graphwalks BFS 1M cover?

Graphwalks BFS 1M is categorized under long context, reasoning, and spatial reasoning. The benchmark evaluates text models.

What's the difference between Graphwalks BFS 1M and Graphwalks BFS >128k?

Graphwalks BFS 1M is a variant of Graphwalks BFS >128k. See the Graphwalks BFS >128k leaderboard for the broader benchmark and per-model comparison.

Which model offers the best value on Graphwalks BFS 1M?

Among models scoring within 10% of the leader, GPT-5.6 Terra from OpenAI is the cheapest, at $2.50 per million input tokens with a score of 0.712.

How recent are the Graphwalks BFS 1M leaderboard results?

The Graphwalks BFS 1M leaderboard was last updated in July 2026 and currently includes 3 evaluated models.