InventoryOptimization
Task 10 / 47
disruption_eoqd
EOQ-style lot-sizing under supply disruptions: optimize order quantities and reorder points when supply availability is stochastic, minimizing long-run expected cost blending holding, shortage, and ordering. It extends classical EOQ with resilience-motivated uncertainty modeling.
Model leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | GPT-5.4 | 100.0 |
| 2 | Claude Opus 4.6 | 6.6 |
| 3 | Gemini 3.1 Pro Preview | 4.4 |
| 4 | DeepSeek V3.2 | 4.1 |
| 5 | Grok 4.20 | 3.5 |
| 6 | SEED 2.0 Pro | 2.5 |
| 7 | GLM-5 | 2.1 |
| 8 | Qwen3 Coder Next | 0.0 |
Framework leaderboard
| # | Participant | Score |
|---|---|---|
| 1 | Claude Opus 4.6 + OpenEvolve | 100.0 |
| 2 | GPT-OSS + ABMCTS | 65.0 |
| 3 | GPT-OSS + ShinkaiEvolve | 42.9 |
| 4 | GPT-OSS + OpenEvolve | 42.9 |
| 5 | Claude Opus 4.6 + ABMCTS | 38.4 |
| 6 | Claude Opus 4.6 + ShinkaiEvolve | 0.0 |
Score is the normalized score for this task (0–100, higher is better).