Data Agent Benchmark: leaderboard

UC Berkeley EPIC benchmark for data agents answering complex real-world data tasks across datasets, domains, and tool workflows.

Metric: Pass@1 (%). Source: ucbepic.github.io. 7 models tracked.

Top models

#ModelScoreOverall rank
1Claude Opus 4.655.51#63
2Gemini 3 Pro46.63#80
3GPT-5 Mini36.63#186
4GPT-5.229.91#110
5Gemini 2.5 Flash10.49#245

No result here: #3 Claude Opus 5.5, #6 GPT-6 Astra, #7 GPT-6.1 Sol.

Interactive version: theaggregate.ai/benchmark?slug=data-agent-benchmark · How It Works · Data refreshed daily, snapshot 2026-10-20.