Analysis brief
Question: {{question}}. Tables: {{schema}}. Explore the data first and report data-quality issues. Then answer with the query, the result, a chart, and caveats. Sanity-check totals against {{known_metric}}.
Build software
Best agent for data & analytics
SQL, pipelines, notebooks, dashboards and statistical analysis.
Leader
Photo finishIndex
93
Lead
+0.7
% ahead
0.8%
over GPT-6.1 Sol. Too close to call: choose on price, speed or the tools you already use.
Full ranking
Task index, 0 to 100. Bars are scaled to the field, so small gaps look small.
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Key takeaways
- 1GPT-6 Astra edges a photo finish for data work.
- 2Agents that can run queries and inspect results are far more accurate.
- 3Always validate numbers against a known total.
Recommended setup
An agent with read-only warehouse access, a semantic layer or metric definitions in context, and a notebook environment.