Comparison
Flitch vs Tableau
The charting tool analysts love against an AI-first builder for dashboards, reports and apps. Where Tableau’s depth earns its price, and where it does not.
Which should you choose?
Flitch generates a working web application from a description, publishes it on your own domain, and costs $20 a month with no contract. Tableau is built by hand by someone who knows it, at $75 per creator seat on an annual contract. Tableau is the better choice if visual exploration by skilled analysts is the actual job, because nothing here matches its depth.
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Flitch vs Tableau at a glance
| Flitch | Tableau | |
|---|---|---|
| Entry price | Free tier, then $20/user/month, or $16 paid yearly (Pro) | Creator $75/user/month, billed annually |
| Consumption seats | Free, whether they are in the team as a viewer or just opening a published link | Explorer $42/user/month, Viewer $15/user/month |
| Billing commitment | Monthly, no contract | Annual contract |
| Free tier | Yes | No, trial only |
| Exploration | Conversational: ask a question, get a chart back, ask the next one | Direct manipulation: drag fields, pivot, drill. Best in class |
| What you get out | Dashboards, apps and written reports, generated as code you can edit and extend | Built by hand, drag and drop, by someone who knows the tool |
| AI included | Generation is the product. The plan fee is the credit allowance: $20 buys 200 credits worth $20 | Tableau Pulse, on all seat types, but only Creators define metrics. Digests, not generation |
| Learning curve | Minutes | Weeks to months to use well |
| Public publishing | Custom domains, password protection, email-restricted sharing | Tableau Public is free but fully public and capped at 15M rows. Governed sharing needs seats |
| Governance | SSO and an exportable audit log on Business; row security filtering each viewer to their own rows; SCIM only under an Enterprise agreement | Mature enterprise governance |
| Semantic layer | Yes, relationships and calculations, included | Yes, published data sources and metrics |
| How the numbers are computed | Generated SQL, aggregated at the source against the semantic layer | In the extract, or live against the source, with calculated fields you write |
| Does it copy your data? | No. Queries the source and caches results | Extracts do. Site storage is 1 TB, or 5 TB on Enterprise and Tableau+ |
| Extract limits | Refresh every minute on paid plans | 2 hour refresh runtime, 20 GB memory per refresh, 10 concurrent by default |
| Integrations | 61, including file upload, an AI API finder and input tables | Very large connector library |
| Analytical depth | Aggregation, comparison and trends, computed in SQL at the source | Deep statistical and analytical capability, well past aggregation |
| Acting on the data | Workflows included: triggered steps that transform rows, then email them, post them to a webhook or save them as a dataset | Data-driven alerts, subscriptions and Pulse by email or Slack; scheduled data-prep flows with Prep Conductor, on the top editions only |
What does Tableau actually cost?
Tableau Cloud Standard is $75 per user per month for a Creator, $42 for an Explorer and $15 for a Viewer, all billed annually. Enterprise Edition Creator seats are $115. The structure matters as much as the number: only Creators can build, so a team of one builder and nine readers is $75 plus nine Viewer seats at $15, around $210 per month on an annual commitment. Flitch is $20 per user per month on Pro with no contract, or $16 if you choose the same annual commitment Tableau requires, and readers are free: a viewer in the team costs nothing, and anyone opening a published dashboard needs no account at all. So the same one builder with nine readers is $20, whether those readers sit inside the team or outside it. For an individual or small team, that is not a close comparison. For a company with dozens of analysts, Tableau’s pricing is normal for its category and the capability justifies it.
What does Tableau do that Flitch cannot?
A great deal, and it is worth being specific rather than vague. Tableau is the strongest visual exploration tool in the category: an analyst can follow a question through data interactively, build sophisticated calculations, blend sources, and produce charts with a level of control and polish Flitch does not approach. It has mature governance, a very large trained talent pool, and decades of accumulated capability. Flitch generates a dashboard from a description. That is a genuinely different job, and if the job you have is exploratory analysis by people skilled at it, Tableau is the right tool and Flitch is not.
What does Flitch do that Tableau cannot?
Produce a finished dashboard for someone who does not know how to build one. That is the whole difference. With Tableau, the tool is excellent and the bottleneck is the person: business users wait on analysts, and that dependency is the most common complaint about the category as a whole. Flitch removes the build step, then publishes the result on your own domain with optional password or email-restricted access, where viewers can question the data with Ask AI. Flitch also generates the dashboard as code you can edit, and supports input tables so a page can collect data as well as display it, which makes it an app rather than a view.
How do the AI features compare?
They are aimed at different things. Tableau Pulse, included in Standard, surfaces metric changes and digests for existing metrics, so it helps you notice things in data you have already defined. It is not a dashboard generator. Flitch’s AI builds the dashboard itself from a description and edits it on request. If you already have a Tableau deployment and well-defined metrics, Pulse adds real value on top. If you have data and no dashboard, Pulse does not solve that and Flitch does.
Is Tableau Public an alternative to publishing with Flitch?
Only if you are comfortable with your data being entirely public. Tableau Public is free and well known, and Tableau is explicit that workbooks published there are not private and are freely accessible to anyone. There is no password, no restricted access and no custom domain, and workbooks are capped at 15 million rows. Flitch publishes to your own domain and can put the dashboard behind a password or restrict it to named email addresses, with Ask AI for viewers who have no account. For genuinely public work Tableau Public is a fine choice; for a client dashboard it is not an option at all.
Choose Tableau if
- Visual exploration by skilled analysts is the actual job
- You need depth: complex calculations, source blending, fine visual control
- You have analysts already, or want to hire from a large trained pool
- You need mature enterprise governance
- Your datasets are large or your analysis is statistically demanding
- Viewer seats at $15 are acceptable and you want everything governed in one platform
Choose Flitch if
- You want a dashboard without hiring or waiting for an analyst
- You are unwilling to sign an annual contract or pay $75 per creator seat
- Your audience should not need a seat to view the result
- The dashboard needs to live on your own domain, optionally behind a password
- You want to start free and see whether it works before paying anything
- You want an app that collects data as well as displays it
- Your AI usage is governed centrally: under an Enterprise agreement you connect your own provider account, so model calls bill to the account your organisation already controls
- You want the data acted on as well as charted, without the edition that includes Prep Conductor: a workflow that filters and totals rows on a schedule, then emails the result or posts it on
Flitch vs Tableau FAQ
Is Flitch a Tableau alternative?
For building and publishing dashboards without an analyst, yes. For interactive visual exploration and deep analytical work, no. Tableau is substantially more capable in that respect and Flitch does not try to match it.
How much cheaper is Flitch than Tableau?
Considerably at small scale. Tableau Creator is $75 per user per month billed annually, with Explorer at $42 and Viewer at $15. Flitch Pro is $20 per user per month with no contract, and only the people who build are charged for: a colleague can join the team as a viewer at no cost, and anyone reading a published dashboard needs no account or seat at all.
Does Tableau have AI dashboard generation?
Not in the sense Flitch does. Tableau Pulse, included in Standard, surfaces changes and digests for metrics you have already defined. It does not build a dashboard from a description.
Can I use Tableau Public instead of paying for Flitch?
If your data can be entirely public, yes, and Tableau Public is free and good. Tableau states that workbooks published there are not private and are accessible to anyone, there is no password or custom domain, and workbooks are capped at 15 million rows. That rules it out for client work or anything confidential.
Does Tableau get more expensive as the data grows?
Less than Power BI does. Tableau extracts copy your data, but a Tableau Cloud site includes 1 TB of storage, rising to 5 TB on Enterprise or Tableau+, so volume rarely forces a change of plan on its own. The limits you actually hit are operational: an extract refresh can run for at most 2 hours and use no more than 20 GB of memory, with 10 concurrent refreshes by default. Flitch queries the source rather than extracting, so there is no copy to store or refresh within a window.
Do viewers need a paid seat in each tool?
In Tableau, yes: Viewer seats are $15 per user per month billed annually. In Flitch, no. Someone reading a published dashboard needs no account at all, and a colleague who should only read joins the team as a viewer, which is free and does not count towards your seats.