DI-Bench (Data Intelligence): leaderboard
Metric: Accuracy (%; all 731 tasks: 449 Brazilian e-commerce (Olist) and 282 Czech retail-banking (PKDD 99) generated data-intelligence questions whose answers need retrieved business rules and metric definitions plus SQL over the database; agent with SQL-execution and knowledge-base tools, at most 20 turns, temperature 0, via the Amazon Bedrock Converse API; exact match with task-specific tolerance). Source: arxiv.org. Saturation forecast: Around December 2027. 4 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Claude Opus 4.6 | 57.9 |
| 2 | DeepSeek V3.2 | 50.9 |
| 3 | Claude Haiku 4.5 | 49 |
| 4 | Qwen 3 Next 80B A3B | 47.9 |
Interactive version: theaggregate.ai/benchmark?slug=di-bench-data-intelligence · How It Works · Data refreshed daily, snapshot 2026-09-26.