MBA-Bench - Competitive Advantage: leaderboard
Metric: Competitive Advantage rating (1-4; differentiation of the idea, scored by an InternVL2.5-78B MLLM judge over five business ideas for each of three questions per test image on the MBA-Bench multimodal business-ideation test set). Source: arxiv.org. Saturation forecast: Around July 2028. 16 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | GPT-5 | 3.27 |
| 2 | Claude Sonnet 4.6 | 3.24 |
| 3 | Gemini 3.1 Pro (Preview) | 3.01 |
| 4 | Gemini 3.5 Flash | 3.01 |
| 5 | Gemini 3.6 Flash | 3.01 |
| 6 | GPT-5 Mini | 3 |
| 7 | Qwen 2.5 VL 32B Instruct | 2.96 |
| 8 | GPT-4o | 2.79 |
| 9 | Qwen 2.5 VL 7B Instruct | 2.62 |
Interactive version: theaggregate.ai/benchmark?slug=mba-bench-competitive-advantage · How It Works · Data refreshed daily, snapshot 2026-09-26.