# Bilbo vs Hex

Bilbo records 33 monthly visits with -92.1% month-over-month growth and Free to start, Contact for Pricing pricing. Hex records 782,737 monthly visits with +10.8% growth and Freemium, Free Trial, Paid, Contact for Pricing, Free pricing.

| Metric | [Bilbo](https://openaitools.app/tool/bilbo) | [Hex](https://openaitools.app/tool/hex-tech) |
| :--- | :--- | :--- |
| Website URL | https://getbilbo.com | https://hex.tech |
| Categories | AI Assistant, AI For Data Analytics, AI Charting, AI Search Engine | AI For Data Analytics, AI App Builder, AI Copilot, Large Language Models (LLMs) |
| Pricing Model | Free to start, Contact for Pricing | Freemium, Free Trial, Paid, Contact for Pricing, Free |
| Monthly Visits | 33 | 782,737 |
| MoM Growth Rate | -92.1% | +10.8% |
| Primary Market | Germany | United States |
| Direct Visits | 13 | 621,753 |
| Review Score | 4.2 | 4.7 |
| Saved Count | 0 | 5 |
| Supported Platforms | Website | Website |

## Bilbo

Bilbo is built for teams that already keep their business data in Metabase but find that only a handful of people really know how to navigate it. Instead of writing SQL or clicking through the query builder, you type a question the way you would ask a colleague — "how many sales did we have last week?" — and Bilbo works out the schema, assembles the query, and returns the answer or a chart.

The assistant is delivered as a browser extension that connects to your Metabase instance. It reads your data schema so it understands how your tables relate, and it supports follow-up requests like swapping a bar chart for a pie chart without starting over. Teams can also store shared context — definitions, metrics, naming conventions — so the assistant answers consistently for everyone rather than guessing per user.

Bilbo positions itself as a way to stop interrupting developers for routine numbers. The vendor offers a free starting path and an onboarding call for teams that want to roll it out more widely, with pricing discussed directly rather than published on the site.

**Pricing & Plans:** Bilbo offers a free way to get started and directs teams to book an onboarding call; full pricing is discussed with the vendor rather than listed publicly.

- **Natural-language querying:** Ask for metrics, trends, or breakdowns in everyday language and let Bilbo translate the request into a working Metabase query.
- **Schema awareness:** Bilbo reads your Metabase data model so it understands table relationships and can build complex queries without manual table joins.
- **Instant visualization:** Ask for a bar chart, pie chart, or line graph and adjust the visualization conversationally instead of rebuilding it.
- **Shared team context:** Store common definitions and metrics so every teammate gets answers that use the same conventions and logic.
- **Chrome extension delivery:** Install as a browser extension and query your existing Metabase instance without changing your data stack.

**Strengths:** Removes the SQL barrier for teammates who live in Metabase but do not write queries; Understands your existing schema, so complex joins do not have to be hand-built; Conversational chart editing makes iterating on a visualization fast; Shared context keeps answers consistent across the team

**Limitations:** Currently limited to Metabase as the supported data source; Pricing is not published, so teams must talk to sales to scope cost; Requires browser extension installation and access to your Metabase instance

[Profile (Markdown)](https://openaitools.app/tool/bilbo.md)

## Hex

Hex starts from a simple observation: dashboards tell you what happened, but they rarely answer the follow-up question. Its core is the Hex Agent, a conversational interface that plans a query, reasons over your organisation's context and returns an answer with the charts, tables and code that produced it. Because every answer is grounded in a semantic model and the underlying warehouse tables, users can inspect the SQL, check assumptions and trust the number before acting on it. The agent is reachable from the web workspace, from Slack, and from developer tools such as Claude and Codex via CLI and integrations.
Underneath the conversational layer sits a genuine notebook and app-building environment. Analysts write SQL, Python and R in the same project, chain cells into reproducible pipelines, and then turn selected cells into polished, parameterised data apps and dashboards that stakeholders can interact with. Hex 4.0 pushes this further with generative dashboards, AI app building and a Context Engine that keeps the company's definitions, metrics and semantics in one place. A Context Studio surfaces where the agent lacked grounding, and an Evals framework lets teams run graded test suites against the agent to measure accuracy over time.
That governance angle is what separates Hex from raw chat-with-your-data tools. Instead of an unsearchable answer in a side panel, you get a shareable, versionable artefact with lineage, plus a feedback loop that compounds context quality. It is used by data teams at a wide range of companies for self-serve exploration, executive reporting, embedded dashboards and operational analytics, with free, paid and enterprise tiers covering individuals through to regulated organisations needing SSO and advanced security.

**Pricing & Plans:** Freemium with a free tier to get started, paid plans for growing teams, and enterprise pricing (quoted on request) that adds governance, SSO and advanced security. A free trial is available for paid tiers.

- **Conversational Hex Agent:** Ask a question in plain language and get a reasoned answer with the SQL, charts and tables behind it, available in the Hex workspace, in Slack and from developer tools.
- **Notebooks and app builder:** Write SQL, Python and R side by side in one project, then turn cells into interactive, parameterised data apps and dashboards without a separate BI authoring tool.
- **Context Engine and Context Studio:** Centralise metrics, semantics and corporate definitions so answers stay consistent, and see exactly where the agent lacked grounding so you can fix it.
- **Evals for agent accuracy:** Run graded, rubric-based test suites against the agent to measure answer quality and catch regressions as your data and context evolve.
- **Generative dashboards and governance:** Produce dashboards from natural language, embed them where teams work, and manage access with enterprise-grade permissions and security.

**Strengths:** Unifies exploration, notebooks, dashboards and app building so teams stop paying for four overlapping tools; Answers are grounded in a semantic model and warehouse tables, and stay inspectable rather than opaque; Slack, CLI and developer-tool integrations meet users where they already work; Context Studio and Evals turn context quality into something measurable and improvable

**Limitations:** The full value depends on having a reasonably well-modelled warehouse, so it is heavier to adopt than a simple chat tool; The notebook-plus-agent surface is feature-rich enough to need onboarding for non-technical users; Governance and advanced security features are reserved for higher-priced and enterprise plans

[Profile (Markdown)](https://openaitools.app/tool/hex-tech.md)

## Frequently Asked Questions

### How do Bilbo and Hex compare in monthly traffic?

Bilbo has 33 monthly visits, while Hex has 782,737. Traffic estimates describe audience size, not product quality.

### How do their growth rates compare?

Bilbo has a month-over-month growth rate of -92.1%; Hex has +10.8%.

### How does pricing compare?

Bilbo: Free to start, Contact for Pricing. Bilbo offers a free way to get started and directs teams to book an onboarding call; full pricing is discussed with the vendor rather than listed publicly. Hex: Freemium, Free Trial, Paid, Contact for Pricing, Free. Freemium with a free tier to get started, paid plans for growing teams, and enterprise pricing (quoted on request) that adds governance, SSO and advanced security. A free trial is available for paid tiers.

## Alternatives

| # | Tool Name | Monthly Visits | MoM Growth Rate | Pricing Model | Summary | Profile (Markdown) |
| :--- | :--- | :--- | :--- | :--- | :--- | :--- |
| 1 | [Julius AI](https://openaitools.app/tool/julius-ai) | 665,487 | +5% | Free Trial, Contact for Pricing | Faster for ad hoc statistical analysis and data visualization from natural language, but lacks Hex's robust notebook workflows. | [.md](https://openaitools.app/tool/julius-ai.md) |
| 2 | [Quadratic](https://openaitools.app/tool/quadratic-multiplayer) | 87,216 | -18.3% | Freemium | Offers a spreadsheet-based interface with live data and Python execution, but lacks Hex's structured data app builder. | [.md](https://openaitools.app/tool/quadratic-multiplayer.md) |
| 3 | [Basedash](https://openaitools.app/tool/basedash-com) | 75,536 | +12.7% | Free Trial, Paid, Contact for Pricing | Simpler plain-English querying and dashboard generation for databases, but lacks Hex's advanced polyglot notebook environment. | [.md](https://openaitools.app/tool/basedash-com.md) |
| 4 | [Formula Bot (Better Analyst)](https://openaitools.app/tool/excel-formula-bot) | 73,186 | -35.3% | Freemium | AI data analyst that turns plain-English questions into charts, dashboards and clean spreadsheets | [.md](https://openaitools.app/tool/excel-formula-bot.md) |
| 5 | [Chat2DB Local](https://openaitools.app/tool/chat2db-local) | 55,791 | -5.5% | Free Trial, Paid, Contact for Pricing | AI text-to-SQL client for database management and analysis | [.md](https://openaitools.app/tool/chat2db-local.md) |
| 6 | [Explo](https://openaitools.app/tool/explo) | 35,872 | -14% | Freemium, Paid, Contact for Pricing | Specializes in embedded white-label customer dashboards, but less suited for internal data team ad hoc analysis than Hex. | [.md](https://openaitools.app/tool/explo.md) |
| 7 | [Wren AI](https://openaitools.app/tool/wren-ai-cloud) | 34,444 | -8.6% | Freemium, Free Trial, Contact for Pricing, Free | Focuses heavily on governed semantic layers and audited SQL generation, but lacks Hex's interactive data app builder. | [.md](https://openaitools.app/tool/wren-ai-cloud.md) |
| 8 | [Athenic AI](https://openaitools.app/tool/athenic-ai) | 28,511 | +193.9% | Freemium | Stronger automated business reporting and governed chat analysis, but less flexible for custom Python coding than Hex. | [.md](https://openaitools.app/tool/athenic-ai.md) |
| 9 | [BlazeSQL](https://openaitools.app/tool/blazesql) | 17,324 | -6.2% | Free Trial, Paid, Contact for Pricing | AI data analyst that turns questions into SQL insights | [.md](https://openaitools.app/tool/blazesql.md) |
| 10 | [Querio](https://openaitools.app/tool/querio-1-0) | 16,711 | -10.4% | Freemium, Contact for Pricing | Git-native analytics platform for collaborative data stacks, but requires more engineering setup than Hex's hosted environment. | [.md](https://openaitools.app/tool/querio-1-0.md) |

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Source: https://openaitools.app/compare/bilbo-vs-hex-tech

More Markdown: [Categories](https://openaitools.app/categories.md) · [Traffic rankings](https://openaitools.app/rankings.md) · [llms.txt](https://openaitools.app/llms.txt)