Decision comparison
Metabase vs Hex
Hex and Metabase both publish tools for data exploration, dashboards, AI-assisted questions, governance, and sharing, but their pricing pages present distinct plan structures and feature sets. Hex offers Free Community, $36-per-Editor-per-month Professional, $75-per-Editor-per-month Team, and custom Enterprise plans. Metabase offers a Free Open Source edition, $100-per-month Starter, $575-per-month Pro, and custom Enterprise pricing. Metabase documents visual and SQL querying, dashboards, embedded analytics, an SDK, APIs, a semantic layer, and row- and column-level security. Hex documents data-source connections, all cell types, a Hex agent, semantic models, published apps, visual exploration, shared components, REST APIs, and Enterprise governance options. The appropriate choice depends on the required interface, embedding implementation, controls, and plan terms.
Architecture choice. These take different approaches to the same problem. Read the table as a fit question rather than a feature race.
These are different kinds of product — BI Platform and Analytics Notebook.
Quick Comparison
| Decision factor | Metabase | Hex |
|---|---|---|
| Best For | Visual and SQL querying, interactive dashboards, and documented embedded analytics. | Data-source connections, all cell types, published apps, visual exploration, and agent-assisted data questions. |
| Pricing Model | Community Edition is free, open-source and self-hosted, with unlimited users. Paid Metabase Cloud plans start with Starter at $100/month, or $90/month billed annually, including the first 5 users, then $6 per user/month. Pro is $575/month, or $517.50/month annually, including the first 10 users, then $12 per user/month. Enterprise is custom pricing starting at $20,000/year. Both paid plans offer a 14 days free trial. | Hex has a free Community plan. Professional costs $36 per editor per month and Team $75 per editor per month; Enterprise is priced on request. Medium compute is included on paid plans; larger profiles bill per hour: Large $0.32, Extra large $0.65, 2XL $1.29, 4XL $2.58, L4 GPU $2.93 and A10G GPU $4.06. Verified 2026-10-19 against https://hex.tech/pricing/. |
| Starting Price | Free Open Source; Starter is listed at $100 per month. | Free Community; Professional is listed at $36 per Editor per month. |
| Open Source | Yes — Metabase lists an Open Source plan as Free. | Hex's documentation does not state whether Hex is open source. |
| Primary Interface | Visual query builder, SQL editor, interactive dashboards, and drill-through. | All cell types, published apps, visual exploration and drill-down, plus plain-language data questions. |
| AI Capabilities | Metabase documents plain-English AI data queries and Metabot AI. | Hex lists a Hex agent and says users can ask data questions in plain language. |
Metabase
- Best For:
- Visual and SQL querying, interactive dashboards, and documented embedded analytics.
- Pricing Model:
- Community Edition is free, open-source and self-hosted, with unlimited users. Paid Metabase Cloud plans start with Starter at $100/month, or $90/month billed annually, including the first 5 users, then $6 per user/month. Pro is $575/month, or $517.50/month annually, including the first 10 users, then $12 per user/month. Enterprise is custom pricing starting at $20,000/year. Both paid plans offer a 14 days free trial.
- Starting Price:
- Free Open Source; Starter is listed at $100 per month.
- Open Source:
- Yes — Metabase lists an Open Source plan as Free.
- Primary Interface:
- Visual query builder, SQL editor, interactive dashboards, and drill-through.
- AI Capabilities:
- Metabase documents plain-English AI data queries and Metabot AI.
Hex
- Best For:
- Data-source connections, all cell types, published apps, visual exploration, and agent-assisted data questions.
- Pricing Model:
- Hex has a free Community plan. Professional costs $36 per editor per month and Team $75 per editor per month; Enterprise is priced on request. Medium compute is included on paid plans; larger profiles bill per hour: Large $0.32, Extra large $0.65, 2XL $1.29, 4XL $2.58, L4 GPU $2.93 and A10G GPU $4.06. Verified 2026-10-19 against https://hex.tech/pricing/.
- Starting Price:
- Free Community; Professional is listed at $36 per Editor per month.
- Open Source:
- Hex's documentation does not state whether Hex is open source.
- Primary Interface:
- All cell types, published apps, visual exploration and drill-down, plus plain-language data questions.
- AI Capabilities:
- Hex lists a Hex agent and says users can ask data questions in plain language.
Public signals
Verified factual signals only. Bars appear only for like-for-like metrics with five weekly assessments for every tool; missing evidence stays explicit. These signals do not establish enterprise adoption, product quality, or total cost.
| Metric | Metabase | Hex |
|---|---|---|
| Docker Hub pulls(Product adoption) | 279.2M | Not available |
| GitHub commits, 90d(Product adoption) | 2.3k | Not available |
| GitHub stars(Product adoption) | 50,000+ | Not available |
| Search interest(Market interest) | 1 | 1 |
| Hacker News mentions, 90d(Community interest) | 11 | 0 |
| npm weekly downloads(Developer adoption) | 80.6k | Not available |
| Product Hunt comments(Community interest) | 30 | 25 |
| Product Hunt rating(Community interest) | 4.9/5 | 4.9/5 |
| Product Hunt reviews(Community interest) | 24 | 11 |
| Product Hunt votes(Community interest) | 314 | 293 |
| Stack Overflow questions(Community interest) | 374 | Not available |
| GitHub commits, 90d(Developer adoption) | Not available | 0 |
| GitHub stars(Developer adoption) | Not available | 26 |
As of November 9, 2026 — updated weekly.
Health & risk evidence
Observed public-source checks for mapped package versions and repositories.
Metabase
November 9, 2026Package vulnerabilities
npm · @metabase/embedding-sdk-react@0.65.2
0 vulnerabilities
across 1 package
Repository security score
github.com/metabase/metabase
7.1/10
Hex
Package vulnerabilities
Not available
Repository security score
Not available
Interface Preview
Metabase
Hex
Feature Comparison
| Feature | Metabase | Hex |
|---|---|---|
| Querying and analysis | ||
| Documented query interfaces | Metabase documents a visual query builder for queries without SQL and a SQL editor for more complex analysis. | The Community plan lists connections to any data source and building with all cell types; Hex also says users can ask data questions in plain language. |
| Dashboards and exploration | Metabase documents interactive dashboards and click-based drill-through for grouping, filtering, and deeper analysis. | Team lists visual exploration and drill-down, while Professional and Team list published apps. |
| AI and semantic context | ||
| AI-assisted questions | Metabase documents plain-English AI data queries and says users can ask Metabot AI. | Hex describes its agent as a way to ask data questions in plain language; Community includes a Hex agent trial. |
| Semantic models | Metabase documents a governed semantic layer of canonical tables and metrics in Data Studio. | Semantic models appear in Hex's plan-feature comparison. |
| Embedding and integration | ||
| Embedded analytics | Metabase documents embedded dashboards, analytics components, and an SDK for advanced embedded setups. | Embedded analytics is listed as an Enterprise add-on. |
| APIs and tools | Metabase documents APIs for working with data and tools, as well as an MCP server and CLI. | Hex's plan comparison lists REST APIs and an Observability API. |
| Governance and access | ||
| Audit and identity controls | Metabase pricing lists SSO, while its product material describes granular permissions and SSO identity-provider integration. | Enterprise lists audit logs, OAuth database connections, and OIDC SSO. |
| Data permissions | Metabase documents multi-tenant data segregation with row- and column-level security and granular permissions. | The plan comparison lists data permissions, including restricting editing and, on Enterprise, restricting editing and viewing. |
| Plans and commercial terms | ||
| Free option | Open Source is listed as Free with unlimited users, questions, and dashboards. | Community is listed as Free for hobbyists completing small projects and showcasing work. |
| Published paid pricing | Starter is $100 per month and Pro is $575 per month; Enterprise is custom priced. | Professional is $36 per Editor per month and Team is $75 per Editor per month; Enterprise is Custom. |
Querying and analysis
Documented query interfaces
Dashboards and exploration
AI and semantic context
AI-assisted questions
Semantic models
Embedding and integration
Embedded analytics
APIs and tools
Governance and access
Audit and identity controls
Data permissions
Plans and commercial terms
Free option
Published paid pricing
Which approach fits
Hex and Metabase both publish tools for data exploration, dashboards, AI-assisted questions, governance, and sharing, but their pricing pages present distinct plan structures and feature sets. Hex offers Free Community, $36-per-Editor-per-month Professional, $75-per-Editor-per-month Team, and custom Enterprise plans. Metabase offers a Free Open Source edition, $100-per-month Starter, $575-per-month Pro, and custom Enterprise pricing. Metabase documents visual and SQL querying, dashboards, embedded analytics, an SDK, APIs, a semantic layer, and row- and column-level security. Hex documents data-source connections, all cell types, a Hex agent, semantic models, published apps, visual exploration, shared components, REST APIs, and Enterprise governance options. The appropriate choice depends on the required interface, embedding implementation, controls, and plan terms.
When each approach fits
Choose Metabase if:
Consider Metabase when the documented requirements include a visual query builder, a SQL editor, interactive dashboards, click-based drill-through, collections and verified items, or embedded analytics. Its product materials also describe APIs, an SDK for advanced embedded setups, a governed semantic layer, granular permissions for multi-tenant analytics, and row- and column-level security. Pricing materials list a Free Open Source edition with unlimited users, questions, and dashboards, alongside Starter, Pro, and custom Enterprise plans.
Choose Hex if:
Consider Hex when the documented requirements include connecting data sources, working with all cell types, asking data questions in plain language through the Hex agent, using semantic models, publishing apps, or using Team-plan visual exploration and drill-down. Team also lists scheduled runs and alerts, shared components, shared collections, and unlimited published apps. For Enterprise requirements, the pricing page lists audit logs, OAuth database connections, an Observability API, OIDC SSO, BYOK, single-tenant, HIPAA, embedded analytics, and custom Docker image add-ons.
These scenarios reflect the available product evidence. Your requirements, existing stack, and team expertise should guide the final decision.
Frequently Asked Questions
What is the main difference between Metabase and Hex?
Both products publish analytics capabilities, but their product documentation emphasizes different interfaces. Metabase documents a visual query builder, a SQL editor, interactive dashboards, collections, verified items, drill-through, alerts, and a governed semantic layer for canonical tables and metrics. Hex lists an agent for asking data questions in plain language, semantic models, visual exploration and drill-down on Team, published apps, shared components, and shared collections. Metabase also documents embedded dashboards and an SDK for advanced embedded setups; Hex lists embedded analytics as an Enterprise add-on. The evidence supports evaluating the products against the interface, governance, embedding, and plan requirements relevant to a particular deployment rather than treating them as identical offerings.
Can Metabase replace Hex or vice versa?
Our research does not establish that either product is a complete replacement for the other. Metabase documents visual and SQL-based querying, interactive dashboards, embedding, an SDK, APIs, and a semantic layer. Hex lists data-source connections, all cell types, a Hex agent, semantic models, published apps, visual exploration, shared components, and REST APIs. A buyer can compare the required workflow against those documented capabilities: for example, whether it needs Metabase's documented embedding SDK or Hex's listed published apps and shared components. Feature availability can also depend on plan: Hex lists embedded analytics, audit logs, OIDC SSO, and REST APIs among Enterprise features or plan-table entries.
Which tool is better for non-technical business users?
The evidence does not provide a reliable like-for-like usability ranking. Metabase says its visual query builder lets users build queries without writing SQL, while its SQL editor supports more complex analysis; it also documents click-based drill-through on charts. Hex says users can ask data questions in plain language, and its Community plan includes a Hex agent trial, any data source, and all cell types. Those are different documented ways to support exploration. A practical evaluation should test the relevant users' data questions, required permissions, and preferred interaction model instead of inferring a universal winner from the published feature lists.
Is Metabase really free to use?
Metabase's pricing page lists an Open Source plan as Free. The same page states that the edition includes unlimited users, unlimited questions and dashboards, more than 20 supported data sources, SQL or click-based exploration, and AI questions on a preferred model. It also states that both an internal analytics team and users accessing embedded content through a product count as users. Metabase documents self-hosted deployment as an option and separately describes Cloud deployment, where it handles setup, backups, and upgrades. Metabase's pricing page does not attach a software price to the Open Source plan beyond calling it Free; buyers should distinguish that plan from paid cloud plans and from the infrastructure they choose to operate.
How does Hex pricing compare to Metabase?
The public plans use different stated units, so a team-size total should not be inferred from the advertised starting amounts. Hex lists Community as Free, Professional at $36 per Editor per month, Team at $75 per Editor per month, and Enterprise as Custom. It says Professional and Team receive monthly per-seat credit grants for paid users that refresh monthly and do not roll over; Enterprise credits are custom on the order form. Hex also lists hourly compute profiles, with Large at $0.32 per hour through L4 GPU at $2.93 per hour, billed per minute of usage. Metabase lists Open Source as Free, Starter at $100 per month, Pro at $575 per month, and Enterprise with custom pricing; its pricing page also presents monthly and yearly billing. Confirm the number of Hex Editors, credit and compute needs, and the applicable Metabase plan, users, billing term, and deployment before comparing costs.