DI-Bench (Data Intelligence) - Brazilian E-Commerce: leaderboard

Metric: Accuracy (%; 449 Olist Brazilian e-commerce 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 January 2028. 4 models tracked.

Top models

#ModelScore
1Claude Opus 4.659.2
2DeepSeek V3.256.1
3Qwen 3 Next 80B A3B53
4Claude Haiku 4.552.8

Interactive version: theaggregate.ai/benchmark?slug=di-bench-data-intelligence-brazilian-e-commerce · How It Works · Data refreshed daily, snapshot 2026-09-26.