DSGym - DSPredict Easy - Above Median: leaderboard
DSPredict-Easy, DSGym's split of Kaggle Playground Series and introductory competitions, scored on the private leaderboard and run by DSGym's default CodeAct agent (Nie et al., 2026) in an isolated Jupyter container at temperature 0 with all tools disabled. Share of competitions whose submission beats the leaderboard median, in percent; higher is better.
Metric: Above Median Rate (%; private leaderboard). Source: arxiv.org. Saturation forecast: Around February 2027. 12 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | GPT-5.1 (High) | 75 | #225 (GPT-5.1) |
| 2 | GPT-5.1 (Medium) | 63.9 | #225 (GPT-5.1) |
| 3 | Claude Sonnet 4.5 | 52.8 | #244 |
| 4 | GPT-5 (Medium) | 52.8 | #163 (GPT-5) |
| 5 | Kimi K2 0905 | 41.7 | #555 |
| 6 | GPT-5.1 (Non-reasoning) | 41.7 | #225 (GPT-5.1) |
| 7 | Claude Sonnet 4 | 36.1 | #397 |
| 8 | DeepSeek V3.1 | 7.9 | #500 |
| 9 | Qwen 3 4B Instruct | 5.4 | #1660 |
| 10 | Qwen 2.5 7B Instruct | 0 | #2583 |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=dsgym-dspredict-easy-above-median · How It Works · Data refreshed daily, snapshot 2026-11-12.