MinusX
Ask your business data a question in plain English and get back a real answer — a chart, a number, an explanation — instead of waiting for someone on the data team to write the SQL query.
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Description
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 $600/month for 20 users — with a 50% discount if you bring your own LLM API key instead of using their bundled model access.
💬 Our review
The short version: MinusX's #1 ranking on an independent academic benchmark (DataAgentBench) gives it more credible evidence of actual analyst-task competence than most "AI data analyst" tools that only show cherry-picked demos, making it a genuinely strong pick if you need broad analyst-style output rather than just text-to-SQL.
Against Metabase or Redash, which are excellent at letting humans build dashboards themselves, MinusX's pitch is different: it does the analyst work, not just the dashboarding tool, which matters most for a team with no analyst and no time to become one. Against Hex, which combines notebooks with AI assistance for people who already know some SQL/Python, MinusX leans further toward pure natural-language interaction for non-technical users who just want an answer. The genuine trade-off is dependency: you're connecting an AI agent directly to your data warehouse and trusting its generated queries and interpretations, which is a bigger leap of faith than a human analyst you can question directly — the open-source self-hosted option mitigates some of that by keeping data control in-house. The credit-based pricing with a BYOK discount is a thoughtful touch for cost-conscious teams already paying for LLM access elsewhere. A strong choice for a founder or small team without a data hire who needs real analytical output, not just charts; less necessary for a company that already has analysts who know their data intimately.
💰 Pricing
📊 Global score
🤖 AI-enriched data
Open Source : gratuit, auto-hébergé. Founders : 40$/utilisateur/mois (500 crédits/utilisateur, essai 7 jours). Team : 600$/mois pour 20 utilisateurs (10k crédits mutualisés, essai 7 jours). Enterprise : sur devis. Réduction annuelle 20%. Réduction BYOK 50% si clé LLM personnelle.
Pros
Classé #1 sur DataAgentBench (UC Berkeley), benchmark indépendant
Couvre l'essentiel du travail d'analyste au-delà du simple SQL
Option open source auto-hébergeable disponible
Apprend et améliore automatiquement son contexte métier au fil du temps
Cons
Nécessite une connexion à un entrepôt de données existant
Option auto-hébergée demandant une configuration technique et gestion des clés LLM
Palier gratuit limité à la version open source auto-hébergée