Game2Real-Bench - Real World - Sequential Planning: leaderboard
Game2Real-Bench - Real World - Sequential Planning. Main paper zero-shot protocol; separate toy/real populations; real-world F1 where applicable. Reported metric: Task score (%). Primary published table, with source configuration boundaries preserved.
Metric: Task score (%). Source: arxiv.org. Saturation forecast: Around January 2027. 25 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 73 | #56 |
| 2 | Qwen 3.8 27B | 72 | #96 |
| 3 | GPT-5.6 Sol | 68 | #18 |
| 4 | Qwen 3.5 35B A3B | 67 | #250 |
| 5 | Qwen 3.5 27B | 63 | #183 |
| 6 | Claude Opus 4.8 (Thinking) | 61 | #38 (Claude Opus 4.8) |
| 7 | Qwen 3.5 9B | 54 | #367 |
| 8 | Qwen 3.5 4B | 54 | #463 |
| 9 | Gemma 4 31B (IT) | 50 | #172 |
| 10 | Qwen 3.5 2B | 47 | #1109 |
| 11 | Qwen 3 VL 30B A3B Instruct | 46 | #375 |
| 12 | Step3 VL 10B | 41 | #477 |
| 13 | Qwen 3 VL 8B Instruct | 33 | #414 |
| 14 | Gemma 4 12B (IT) | 24 | #356 |
No result here: #3 Claude Opus 5.5, #5 GPT-6 Astra, #7 Gemini 4 Argon.
Interactive version: theaggregate.ai/benchmark?slug=game2real-bench-real-world-sequential-planning · How It Works · Data refreshed daily, snapshot 2026-10-16.