EstGraph - Node Count, BA Large (Simple Walk): leaderboard
Metric: Median relative error of the node-count estimate (%; 100 synthetic Barabasi-Albert graphs of 10,000-100,000 nodes, the model reads simple random-walk statistics covering 20% of the graph). Source: arxiv.org. Saturation forecast: Around December 2026. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | O3 (High) | 25.47 |
| 2 | DeepSeek V3.1 (Thinking) | 26.97 |
| 3 | Claude Sonnet 4 | 36.52 |
| 4 | Gemini 2.5 Pro | 52.56 |
Interactive version: theaggregate.ai/benchmark?slug=estgraph-node-count-ba-large-simple-walk · How It Works · Data refreshed daily, snapshot 2026-09-26.