A benchmark for analytics agents launched September 1, 2026, testing how different agents answer data questions using their own LLMs paired with standardized inputs (data, semantic layer). The benchmark uses 300 questions across three difficulty tiers on a deliberately messy simulated e-commerce dataset to ensure statistically significant results and fair comparison across vendors.
Replit now integrates with desktop MCP clients and Databricks Apps, which includes managed PostgreSQL (Lakebase) for production databases. Enterprise admins can retrieve prompt text via the Compliance API for security and compliance workflows.
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