MinusX
Agentic BI platform where AI agents learn your business, answer questions, and build dashboards—open-source, #1 on DataAgentBench.
For founders and small teams, MinusX is a genuinely different take on BI—the agent does the work, not you. The auto-learning knowledge base and proactive alerts are standout, and the open-source core gives you control and auditability. But if you need enterprise-grade RBAC, SSO, or on-prem deployment, you'll need the custom Enterprise tier, and even then it's still maturing compared to Looker or Hex. Skip it if you need strict governance today. Alternatives include Looker, Tableau, and Hex.
Verified 20d ago · liveness 77/100 · cite: rightaichoice.com/tools/minusx
- Founders needing fast, accurate answers from data without an analyst
- Small data teams scaling self-service analytics with minimal overhead
- Companies building domain-specific business context through auto-learning
- Open-source enthusiasts who want auditability and self-hosting
- Large enterprises requiring complex role-based access control and advanced governance
- Teams that need on-premise with existing LDAP/AD integration
- Users who prefer traditional drag-and-drop BI without an agent-first workflow
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Skip MinusX if you need enterprise-grade SSO/RBAC or on-prem with custom compliance, or if you prefer a traditional drag-and-drop BI tool over an agent-first workflow.
Agent credits are consumed with each request, and exceeding your monthly allowance will require purchasing top-ups (coming soon), so heavy usage can incur additional costs.
MinusX pricing fits founders and small teams with its free self-hosted tier and $40/user/mo Founders plan. It's more cost-effective than hiring an analyst or paying for Looker/Tableau at scale. However, the $600/mo Team tier bundles 20 users, which is pricier than per-user plans from competitors when you have fewer than 20 users.
In short
MinusX — Agentic BI platform where AI agents learn your business, answer questions, and build dashboards—open-source, #1 on DataAgentBench. Best for Founders needing fast, accurate answers from data without an analyst, Small data teams scaling self-service analytics with minimal overhead, Companies building domain-specific business context through auto-learning. Free to start; paid plans from $40/user/mo.
What's new in MinusX
Checked 2 days agoAcross the latest 5 updates: 3 feature updates, 1 launch and 1 community discussion.
MinusX on what makes Claude Code effective and how to recreate it in your agent
MinusX blog post analyzes Claude Code's design and how to apply the same patterns when building an agent.
New MinusX Agent: Explorer
MinusX ships Explorer, a new agent in its Agentic BI lineup for Metabase analytics.
Introducing Memory: minusx.md
MinusX adds Memory via minusx.md, a persistent context file for its analytics agent.
Build Metabase GUI Questions with Natural Language
MinusX lets users build Metabase GUI questions from natural-language prompts.
Q&A directly on Metabase Dashboards
MinusX adds direct Q&A over Metabase dashboards.
What people actually say about MinusX — is it worth it?
We ran a structured research pass across product reviews, community discussions, and post-purchase forum threads to surface the patterns vendors won't publish themselves. Below: the recurring strengths, the hidden costs people mention most, and the cohort that consistently regrets adopting this tool.
19 mentions across 3 sources (Hacker News, YouTube, Product Hunt), 19 more we could not attribute · researched Sep 9, 2026.
Weighted by the 38 posts each of 3 sources contributed.
- +Automates SQL, dashboards, alerts, and data stories, saving analyst hours.
- +Learns business context into self-improving knowledge base.
- +Ranks #1 on UC Berkeley's DataAgentBench (June 2026).
- +Open-source (Apache 2.0) with self-hosting options.
- +Embeds into Jupyter and Metabase within existing workflows.
- −No data on real-world reliability or long-term deployments.
- −Complex dashboard performance questioned (PH user).
- −Data privacy concerns with sensitive data unresolved publicly.
- −Fewer integrations than promised; only Metabase/Jupyter emphasized.
- −YouTube comments largely off-topic (Godzilla) — minimal signal.
- • BYOK gives 50% off but requires you to supply and manage LLM keys; inference costs are yours.
Viability Score
How well maintained and how widely used is MinusX? Built from what the vendor actually publishes (docs, changelog, tutorials, integrations, pricing), whether the site is live, and how much real users discuss it. How we calculate this
Last calculated: September 2026
How we score →Key Features
- Ad-hoc natural language querying
- Automated dashboard creation
- Proactive alerts and monitoring
- Auto-learning knowledge base
- Evals for testing agent answers
- Data story and slide deck generation
- Rich visualizations (maps, funnels, heatmaps)
- Full SQL editor
- Point-and-click query builder
- Slack Q&A integration
- MCP server for AI tool interoperability
- Self-hosted deployment (Apache 2.0)
- Cloud-hosted with BYO LLM keys
- Explorer agent for data discovery
- Persistent memory via minusx.md
About MinusX
MinusX is an open-source agentic BI platform designed for founders and small teams. Instead of providing a traditional dashboard with a chatbot bolted on, MinusX treats the AI agent as the primary user, autonomously handling SQL queries, building dashboards, setting up alerts, and generating data stories and slide decks. The platform learns your business context—metric definitions, fiscal calendars, exclusion rules—into a shared knowledge base that improves with every interaction. It also supports evals to verify agent answers, a full SQL editor, a point-and-click query builder, and visualizations including maps, funnels, and heatmaps. You can ask questions from Slack, expose the agent via an MCP server to other AI tools, and even build Metabase GUI questions using natural language. MinusX is open source (Apache 2.0) and can be self-hosted, or you can use MinusX Cloud with a managed runtime and optional bring-your-own-LLM keys (BYOK) to control costs. Pricing is transparent: Open Source is free forever, Founders costs $40/user/mo, Team is $600/mo for 20 users, and Enterprise is custom. Every plan includes a 7-day free trial, and BYOK gives 50% off any plan. As of June 2026, MinusX ranks #1 on UC Berkeley's DataAgentBench, a realistic benchmark for data analytics tasks. Whether you're a founder needing fast answers or a small team looking to scale self-service analytics, MinusX aims to let the agent do the heavy lifting.
Behind the Verdict
MinusX flips the traditional BI model on its head. Instead of a dashboard tool that you bolt a chatbot onto, MinusX is built from the ground up for an agent to be the primary user. This means you can ask ad-hoc questions in plain English, and the agent will write SQL, join tables, and visualize the answer—without you needing to learn the schema or write a single query. The learning aspect is what sets MinusX apart: the agent auto-learns your business definitions (e.g., what counts as a power user, your fiscal calendar) and stores them in a knowledge base, so answers get more accurate over time. You can also test the agent with evals, which gives you confidence in its outputs. The proactive alerting and scheduled reports are a real value-add—you can get nudges like 'churn crossed 5%' or 'AWS spend 22% over forecast' without actively asking. The open-source core (Apache 2.0) means you can self-host and audit the code, and you can bring your own LLM keys (BYOK) to the cloud plan for cost control. Weaknesses: the enterprise features like SSO/SAML and dedicated deployment are gated behind the custom Enterprise tier, and the credit system might feel limiting for heavy usage—1 credit roughly equals one user turn. Also, since it's agent-first, it may frustrate users who prefer a traditional drag-and-drop BI interface. Overall, if you're a founder or a small data team that wants to get answers fast without hiring an analyst, MinusX is worth a serious look. For larger enterprises with complex governance or those wanting to stay with a more conventional BI workflow, it may not be the right fit.
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Real-world workflow fit
Concrete scenarios for the personas MinusX actually fits — and what changes day-one when you adopt it.
Ask MinusX in Slack, 'Why did signups dip last week?' and receive a diagnosis with analysis attached.
Outcome: Understand the root cause in minutes, without writing SQL, and take action ahead of the competition.
Set up proactive alerts for key metrics like churn and AWS spend, and receive threshold notifications in Slack.
Outcome: Stay ahead of issues with real-time alerts and the ability to drill into underlying analysis.
Prompt the agent to 'create a slide deck on this quarter's revenue and churn trends' from your dashboard.
Outcome: Receive a presentation-ready deck with charts and annotations, saving hours of manual preparation.
Use Cases
- Ask ad-hoc questions about revenue, churn, or user segments in plain English and get visual answers.
- Monitor key metrics like burn rate, runway, or P&L with proactive alerts that notify you when thresholds are crossed.
- Automatically generate boardroom-ready slide decks from any analysis, with charts and takeaways included.
- Create and share interactive dashboards with maps, funnels, and heatmaps without writing code.
- Have team members ask data questions from Slack and get immediate answers with context.
- Build Metabase GUI questions using natural language for a no-code BI experience.
Models Under the Hood
as of 2026-09-29
Limitations
- MinusX is an open source (Apache 2.0) agentic BI platform.
- The Free Open Source tier requires self-hosting and your own LLM API keys; cloud plans are managed with optional BYOK (you provide your own LLM API keys such as OpenAI or Anthropic and pay the provider directly).
- Agent credits (approximately 1 credit per user turn) are consumed by requests like writing queries or editing dashboards, and each Founders user gets 500 credits/month, while the Team plan pools 10k credits.
- Features like SSO/SAML, dedicated/on-prem deployment, and custom integrations are limited to the Enterprise plan, and add-ons (extra agent credits, storage, data modeling service) are marked 'coming soon'.
as of 2026-09-09
Verification history
We have re-verified MinusX 7 times since . Each pass re-reads the vendor's own pages and re-checks every listed field against that evidence; passes where nothing had changed are marked as such.
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-checked, vendor evidence unchanged
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
- — re-verified summary, description, our verdict, our analysis, pricing model, pricing tiers, features, integrations, who it suits, who should skip it
Showing the 6 most recent of 7 verification passes.
Free to cite with attribution — this page re-verifies continuously.
12-month cost
Project the real annual outlay, including the implied monthly cost when only an annual tier is published.
Vendor list price only. Add-on usage, seat overages, and contract minimums are surfaced under Hidden costs & gotchas.
Plans compared
For each published MinusX tier: who it actually fits, and what it adds vs. the previous tier. Cross-reference the cost calculator above for projected annual outlay.
Open Source
$0/mo
Ideal for
Developers and small teams that want to self-host MinusX on their own infrastructure with full auditability and can bring their own LLM API keys.
What this tier adds
The starting tier—free forever, includes core BI features and a SOTA data agent but requires self-hosted setup and your own LLM keys.
Founders
$40/user/mo
Ideal for
Solo founders or small teams without their own infrastructure who need a fully managed cloud solution with proactive alerts and a learning knowledge base.
What this tier adds
Adds managed cloud hosting, 500 agent credits per user per month, proactive analytics and alerts, and self-improving context for $40/user/mo.
Team
$600/mo
Ideal for
Growing teams that need collaboration, shared workspaces, evals for verifying agent answers, and more credits at a pooled allowance.
What this tier adds
Provides 20 users for $600/mo, 10k pooled agent credits, team workspaces and sharing, evals and agent debugging tools, and advanced query caching.
Enterprise
Custom
Ideal for
Larger organizations needing custom integrations, dedicated deployment options, SSO/SAML, and forward-deployed engineering support.
What this tier adds
Adds forward-deployed engineers, custom data integrations, dedicated/on-prem deployment, and SSO/SAML—all on a custom-pricing basis.
Where the pricing makes sense
The company stage and team size where MinusX's pricing actually pencils out — and where peers do it cheaper.
MinusX pricing fits founders and small teams with its free self-hosted tier and $40/user/mo Founders plan. It's more cost-effective than hiring an analyst or paying for Looker/Tableau at scale. However, the $600/mo Team tier bundles 20 users, which is pricier than per-user plans from competitors when you have fewer than 20 users.
Setup time & first value
How long it actually takes to get something useful out of MinusX — broken out by persona, not the marketing-page minute.
Founders can connect a data source (e.g., Postgres or Google Sheets) and run their first query in under 10 minutes. For teams, setting up shared knowledge base and alerts might take a few hours. Self-hosting the OSS requires more setup time depending on infrastructure.
Switching to or from MinusX
How to bring data in from common predecessors and how to get it back out — written for the switcher, not the buyer.
- →From Metabase: Install the MinusX Metabase AI assistant to add conversational analytics, then consider moving to MinusX BI for a full agentic experience.
- →From Hex: Export your analyses and re-implement them as MinusX queries, or use MinusX for new data questions.
- →From Looker: Recreate LookML views as SQL or use MinusX's natural language to build equivalent dashboards.
- ↗To Looker/Tableau: Export dashboards and underlying SQL to rebuild in a more conventional BI tool.
- ↗To Hex: Download your notebooks and analyses to migrate to Hex's notebook environment.
- ↗To Sigma: Recreate your data models and dashboards manually in Sigma's spreadsheet interface.
Integrations
Resources & Guides
Tutorials & Learning
YouTube returned 6 videos for “MinusX”, and we withheld 6: 6 could not be judged, because “MinusX” is a single word that other videos use for other things. We are showing none, because we could not prove any of them are about MinusX.
Official links
Tools that pair well with MinusX
Common stack mates teams adopt alongside MinusX, with the specific reason each pairing earns its keep.
Featured Head-to-Head Comparisons
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