Factorio Learning Environment: leaderboard
Game-based benchmark where models play Factorio - an automation game requiring long-horizon planning, resource management, and factory construction.
Metric: Production Score. Source: jackhopkins.github.io. Saturation forecast: Estimated already saturated. 6 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude 3.5 Sonnet | 293206 | #350 |
| 2 | Gemini 2.0 Flash | 115782 | #342 |
| 3 | GPT-4o | 87599 | #343 |
| 4 | Llama 3.3 70B | 54998 | #579 |
| 5 | DeepSeek V3 | 48585 | #321 |
| 6 | GPT-4o Mini | 26756 | #599 |
No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.
Interactive version: theaggregate.ai/benchmark?slug=factorio-learning-environment · How It Works · Data refreshed daily, snapshot 2026-10-20.