Best alternatives to MinusX in 2026

Most companies without a dedicated data team either avoid asking data questions or wait days for whoever knows SQL to get to it. MinusX is built to close that gap: it's an AI agent that connects to your existing data warehouse and does the actual analyst work — writing the SQL, building the dashboard, setting up an alert when something looks off, and even producing a narrative report explaining what changed and why — all from a plain-English question. What distinguishes it technically is the claim to handle the full analyst workflow rather than just query generation: it ranked #1 on UC Berkeley's DataAgentBench, a benchmark specifically measuring how much of real analyst work an AI agent can complete end-to-end, not just how well it writes isolated SQL. It's open source and self-hostable for teams wanting full control, or available as a managed product with per-user credit-based pricing — Founders at $40/user/month or a Team tier at $600/month for 20 users — with a 50% discount if you bring your own LLM API key instead of using their bundled model access.