LLM Stats (Graphwalks BFS >128k; 256K–1M range (F1)): leaderboard
LLM Stats source-attributed result collection. Protocol: 256K–1M range (F1). Scores and source method notes retained without rescaling beyond the published percent conversion. Unverified protocols remain separate source observations; they are not assumed equivalent to another model or benchmark setting.
Metric: Score (%). Source: llm-stats.com. Saturation forecast: Around January 2027. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 4 Argon | 84.2 | #7 |
| 2 | Claude Mythos Preview | 80 | #4 |
| 3 | GPT-5.4 | 21.4 | #78 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #8 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=llm-stats-graphwalks-bfs-over-128k-256k-1m-range-f1 · How It Works · Data refreshed daily, snapshot 2026-10-16.