293 models ranked for supply chain and logistics. Scored with bonuses for reasoning (optimization), function calling (ERP integration), JSON mode (structured data), large context (documents), and web search (market data).
| # | Model | Score |
|---|---|---|
| 1 | GPT-5.4 ProOpenAI | 91 |
| 2 | GPT-5.2 ProOpenAI | 90 |
| 3 | GPT-5 ProOpenAI | 90 |
| 4 | o3 ProOpenAI | 82 |
| 5 | Claude Opus 4.1Anthropic | 81 |
| 6 | o3 Deep ResearchOpenAI | 74 |
| 7 | Claude Opus 4.6Anthropic | 71 |
| 8 | Claude Opus 4Anthropic | 76 |
| 9 | o1-proOpenAI | 77 |
| 10 | Claude Opus 4.5Anthropic | 70 |
| 11 | GPT-5.4OpenAI | 70 |
| 12 | Claude Sonnet 4.5Anthropic | 69 |
| 13 | Qwen3 VL 30B A3B ThinkingAlibaba | 69 |
| 14 | Qwen3 VL 235B A22B ThinkingAlibaba | 69 |
| 15 | GPT-5.2OpenAI | 68 |
| 16 | Claude Sonnet 4.6Anthropic | 68 |
| 17 | GPT-5.1OpenAI | 67 |
| 18 | GPT-5.3-CodexOpenAI | 67 |
| 19 | GPT-5.2-CodexOpenAI | 67 |
| 20 | GPT-5OpenAI | 67 |
| 21 | Gemini 3.1 Pro Preview Custom ToolsGoogle | 68 |
| 22 | Gemini 3.1 Pro PreviewGoogle | 68 |
| 23 | Gemini 3 Pro PreviewGoogle | 68 |
| 24 | o4 Mini Deep ResearchOpenAI | 66 |
| 25 | GPT-5.1-Codex-MaxOpenAI | 66 |
| 26 | GPT-5 MiniOpenAI | 65 |
| 27 | GPT-5 NanoOpenAI | 64 |
| 28 | Gemini 3 Flash PreviewGoogle | 66 |
| 29 | Grok 4.1 FastxAI | 64 |
| 30 | Grok 4 FastxAI | 64 |
Reasoning models analyze historical patterns, seasonal trends, and external factors to predict demand. Web search integration adds real-time market signals to forecasting models.
Function calling integrates with ERP and warehouse management systems. JSON mode ensures structured output for automated reorder points and stock-level adjustments.
Reasoning models optimize delivery routes, warehouse allocation, and transportation schedules considering constraints like capacity, deadlines, and cost targets.
Large context models process supplier contracts, performance reports, and compliance documents. Web search tracks supplier news, disruptions, and market conditions.