What an Internal Tool Builder Actually Buys You
Every company ends up with the same pile of small software: a page where support can look up an order and issue a refund, a queue where finance approves expenses, a dashboard ops checks every morning, a form that writes a row into the production database without anyone touching SQL. Internal tool builders exist so that pile does not eat your engineering roadmap.
The pitch is simple. Instead of writing a React frontend, an auth layer and an API for each of these screens, you connect a builder to your database or API, drag in tables, forms and buttons, wire them to queries, and ship. Permissions, hosting and login come with the platform.
That pitch is mostly true. The catch is that these products price, host and secure things very differently, and the right one depends far more on what you are building and who will use it than on a features checklist. A support console for 300 agents, an approval flow for a regulated finance team, and an inventory portal built by an ops manager with no coding background are three different buying decisions.
This guide is organized around those decisions. We compare seven platforms: Retool, Appsmith, Budibase, UI Bakery, Superblocks, Softr and Microsoft Power Apps.
Build It Yourself or Buy a Builder?
Before comparing vendors, it is worth asking whether you need one at all.
Buy a builder when:
- You have more than a handful of internal screens, and more keep getting requested.
- The screens are mostly tables, forms, filters and buttons over data you already have.
- The people asking for tools (support, ops, finance) are waiting on engineers who have product work to do.
- You need login, roles and audit history, and do not want to build them for each tool.
Write it yourself when:
- It is one tool, and it is unlikely to grow.
- The interface is unusual (heavy custom visualizations, real-time collaboration, offline use) and would fight a component library.
- The tool will become part of your product for customers. Some builders support external users, but per-user pricing and branding limits can make that expensive.
- Your security rules forbid a third-party runtime touching production data, and you cannot self-host.
A useful test: if you can describe the tool as "a table of X, a detail panel, and three buttons that call these endpoints," a builder will almost always be faster. If the description starts with "it is like Figma, but for...", write code.
The Seven Platforms at a Glance
| Tool | Starting price | Free plan | Self-host | Open source | Best for |
|---|---|---|---|---|---|
| Retool | Team $10/builder + $5/internal user/mo (annual) | Yes, up to 5 users | Enterprise only | No | Dev teams with many data-heavy apps |
| Appsmith | Business $15/user/mo | Yes, up to 5 cloud users | Yes | Yes, Apache 2.0 Community edition | Teams wanting a permissive open-source base |
| Budibase | Cloud Pro $19/mo (annual) + $5/end user | Self-hosted only | Yes, free edition | Yes, GPLv3 | Self-hosting for many users |
| UI Bakery | Builder $20/developer/mo (annual) | Yes | Yes, from Free | No | Small dev teams with viewers |
| Superblocks | Teams $100/mo (annual), up to 15 builders | No (14-day trial) | In your VPC on Enterprise | No | AI-first building, flat team price |
| Softr | Basic $19/mo (annual) | Yes, up to 3 builders | No | No | Non-developers building portals |
| Power Apps | Premium $20/user/mo (annual) | Developer Plan, build and test only | No | No | Microsoft 365 organizations |
G2 ratings are not shown because we could not check the current figures on G2 directly.
How We Compared
We read each vendor's own pricing page, documentation and product pages in October 2026 and recorded plan names, prices, limits and which tier each security feature sits on. Where a vendor did not publish a number, we left it out rather than estimate it. We did not run a timed hands-on test of these seven tools for this guide, so we do not rank them on build speed or score them. Prices in this category change often. Check the vendor's page before you buy.
Pick by Use Case
Admin panels on a production database
This is the classic job: support or ops needs to search customers, edit records and trigger actions against your real Postgres or MySQL database, with guardrails.
Pick Retool. It connects to the widest range of databases and APIs in this group (PostgreSQL, MySQL, MongoDB, Snowflake, BigQuery and more, plus REST, GraphQL, SOAP and gRPC). If the database is not reachable from the internet, note that Retool's self-hosted deployment is Enterprise only; on lower plans, Appsmith, Budibase and UI Bakery can be self-hosted. Appsmith is the open-source alternative for the same job, and UI Bakery is cheaper per developer and lists 45+ database and API connectors.
Ops dashboards and morning reports
Dashboards are read-heavy and often used by many people who never edit anything. That makes the viewer pricing the deciding factor.
Pick UI Bakery or Superblocks. UI Bakery includes up to 50 workspace viewer seats on its paid developer plans. Superblocks Teams includes unlimited end users for a flat price. On Retool, Appsmith and Budibase cloud, every viewer adds a monthly charge.
Approval workflows (expenses, refunds, access requests)
Approvals need a form, a queue, a status change and usually a notification or a background step.
Pick Budibase if you want to self-host it for the whole company: automations are built in and the free self-hosted edition does not charge per user. Retool is the stronger choice if the approval needs to call several internal APIs, since Workflows can run scheduled and event-driven jobs next to the app. Softr handles simpler approvals for teams with no developers, using its Workflows feature.
Portals and apps built by non-technical teams
If the person building the tool is an ops lead or an HR manager, a developer-first builder will slow them down.
Pick Softr. Its AI app builder drafts the interface, database and workflows from a description, and it connects to the tools ops teams already use (Airtable, Google Sheets, Notion, HubSpot, Salesforce). The trade-off: no self-hosting and no real room for custom code.
Microsoft 365 organizations
Pick Power Apps. If your identity is Entra ID, your files are in SharePoint and your admins already manage Microsoft licenses, Power Apps uses the same sign-in and governance (Managed Environments with data-loss policies and auditing). Outside the Microsoft world, the licensing and Dataverse storage model is harder to justify.
Regulated, self-hosted or air-gapped environments
Pick Appsmith or Budibase if open source matters: you can read the code and run it with no vendor key. Retool self-hosts only on Enterprise (cloud, self-hosted or air-gapped). UI Bakery offers air-gapped and private cloud deployment, and Appsmith offers an air-gapped edition as an Enterprise add-on. Superblocks Enterprise can run in your own AWS, GCP or Azure account and states SOC 2 Type II and HIPAA.
The Platforms in Detail
1) Retool: best overall for developer teams
Retool is the product most teams compare everything else against. You connect a data source, build screens with its component library, and write JavaScript or SQL wherever you need logic. Its newer builder adds a Chat tab that generates a React app from a prompt, alongside the classic drag-and-drop editor. Workflows handle scheduled and event-driven jobs, and Agents add AI automation.
Pricing (annual billing): Free for up to 5 users with 500 workflow runs and 250 AI credits a month. Team is $10 per builder and $5 per internal user per month ($12 and $7 monthly), with 5,000 workflow runs and 1,000 AI credits. Business is $50 per builder and $15 per internal user ($65 and $18 monthly) and adds audit logs and rich permissions. Enterprise is custom and adds granular roles, SAML/OpenID SSO, Git source control, and the option to run Retool self-hosted or air-gapped instead of in Retool's cloud.
Watch for: Retool counts anyone who built or edited an app or workflow during the billing cycle as a builder. A teammate who fixes one query becomes a $10 or $50 seat that month.
Choose it if you will build many tools on top of production systems and want the broadest set of connectors.
2) Appsmith: best open-source base
Appsmith's Community edition is open source under Apache 2.0 and runs with Docker or Kubernetes. The paid Business plan is $15 per user per month for up to 99 users, and every workspace user counts at that price, developers and viewers alike. Business adds granular permissions, audit logs, unlimited Git repos and Workflows. Enterprise is $2,500 per month for 100 users and adds SAML, OIDC, Okta, Auth0 and Active Directory SSO, plus SCIM.
Git version control is on the free plan (3 repos), which is unusual. AI copilots write code from prompts inside the editor.
Choose it if a permissive license matters to your security or legal team, or you want to start self-hosted for free and only pay when you need audit logs.
3) Budibase: best for self-hosting with many users
Budibase is open source under GPLv3, and its free self-hosted edition lists unlimited apps, automations, agents and users in one workspace, with SSO included. You can deploy it with Docker Compose, Kubernetes, Windows Server or DigitalOcean.
It ships with a built-in database, so a simple request tracker needs no external data source, and connects to PostgreSQL, MS SQL and REST APIs, with plugins for other sources. Automations handle approvals and background steps, and AI agents run on your own AI key.
Cloud pricing (annual): Pro $19 per month, Premium $49 and Business $299, or $23, $59 and $359 monthly. Those list prices are for the lowest automation action allowance: Pro at $19 includes 5,000 actions a month, and Pro with 10,000 actions is $29 annual. Extra creators are $50 each per month on Premium and Business, and every end user is $5 per month. SCIM and audit logs need Enterprise.
Choose it if you can run your own server and want to give a large internal audience access without a per-seat bill.
4) UI Bakery: best per-developer value
UI Bakery charges per developer and includes viewers. Builder is $20 per developer per month (annual, $25 monthly) with up to 50 workspace viewer seats, environments and built-in roles. Team is $35 ($40 monthly) and adds RBAC and audit logs. Enterprise adds SSO (SAML, OpenID, OAuth2) and more than 50 viewers.
Its AI agent builds and deploys an app from a chat prompt, and it lists 45+ database and API connectors, including MCP. Self-hosted plans start at Free, with air-gapped and private-cloud options on Enterprise. UI Bakery is proprietary, not open source.
Choose it if you have a few developers building tools for a few dozen colleagues and want audit logs without an enterprise contract.
5) Superblocks: best flat price for AI-first teams
Superblocks is built around Clark, an AI agent that builds apps from prompts, and you can import apps started in Claude, Lovable or Replit. The Teams plan is $100 per month on annual billing ($125 monthly) for up to 15 builders with unlimited end users, 100 Governed Agent Units (GAUs) a month, staging and production environments and 50+ integrations. One hosted app is included; each extra app is $10 per month.
There is no free plan, only a 14-day trial. SSO, RBAC, audit logs, source control and in-VPC deployment (Hybrid or Cloud-Prem on AWS, GCP or Azure) are Enterprise features.
Choose it if your team wants to generate apps with AI, serve many end users, and keep a predictable bill.
6) Softr: best for non-developers
Softr is a no-code builder for people who do not write code. Describe an app and its AI builder drafts the interface, database and workflows. Data can live in Softr Databases or in Airtable, Notion, Google Sheets, HubSpot, Salesforce, Supabase, PostgreSQL, MySQL, BigQuery and others.
Pricing is per workspace and includes users. Free covers up to 3 builders and 5 app users. Basic is $19 per month (annual), Pro $99 and Business $329, with included builders and separate counts for team users and client users. Granular permissions start on Pro. SSO, SCIM and audit logs are Enterprise only, and there is no self-hosting.
Choose it if an ops, HR or client-service team will own the tool, and the logic is forms, lists and approvals rather than code.
7) Microsoft Power Apps: best for Microsoft 365 shops
Power Apps lets you describe an app in plain language and turns it into an app plan you can refine, with AI help on screens and data models. You can also build with drag-and-drop or custom code. Data usually lives in Dataverse, Microsoft's managed data platform, and apps can use premium and on-premises connectors.
Pricing: the Developer Plan is free for building and testing only. Premium is $20 per user per month, paid yearly, and covers unlimited apps for that user; it drops to $12 with a 2,000-seat minimum. Pay-as-you-go is $10 per active user per app per month through Azure, and a user counts only once they open the app that month. Extra Dataverse database storage is a separate charge.
Choose it if you already run on Microsoft 365 and Entra ID and want internal apps to follow the same governance and data-loss policies.
What 5 Builders and 50 Internal Users Cost
Here is a common team shape: 5 people build tools and 50 colleagues use them. Annual billing, list prices, before tax and add-ons.
| Tool and plan | Calculation | Monthly cost |
|---|---|---|
| Retool Team | 5 x $10 + 50 x $5 | $300 |
| Retool Business (audit logs) | 5 x $50 + 50 x $15 | $1,000 |
| Appsmith Business (billed monthly) | 55 users x $15 | $825 |
| Budibase Premium (cloud, SSO) | $49 + 4 extra creators x $50 + 50 x $5 | $499 |
| Budibase Open Source (self-hosted) | free | $0 plus your server |
| UI Bakery Builder | 5 x $20 (50 viewers included) | $100 |
| UI Bakery Team (RBAC, audit logs) | 5 x $35 | $175 |
| Superblocks Teams | flat, 1 app included | $100 + $10 per extra app |
| Power Apps Premium | 55 users x $20 | $1,100 |
| Power Apps pay-as-you-go | 55 active users x $10, per app | $550 for one app |
Notes on the table:
- Budibase cloud prices assume the lowest automation action allowance. More actions raise the base price.
- Softr is left out: Business includes 3 builders and 30 team users, so 5 builders and 50 internal users go past its included limits, and extra app users are priced through a calculator (from $1 per user per month on Pro and $2 on Business), so we can't give an exact total.
- Power Apps assumes every builder and user is licensed. With pay-as-you-go, each additional app adds another $10 per active user who opens it.
- The rows are not equivalent plans. Retool Team and UI Bakery Builder have no audit logs, and SSO is only included in Budibase Premium and Budibase's free self-hosted edition here.
- AI credits, workflow runs, extra apps and storage can add real cost on top.
The pattern is clear. Products that include viewers (UI Bakery, Superblocks) are cheapest when many people use the tools and few build them. Per-user pricing (Appsmith, Power Apps Premium, Retool's internal user fee) adds up quickly as headcount grows.
Security Features by Tier
Security reviews usually ask for SSO, role-based access and audit logs. This is where the plan you need gets decided.
| Tool | Roles and permissions | Audit logs | SAML / OIDC SSO | Other |
|---|---|---|---|---|
| Retool | Rich permissions on Business; granular roles on Enterprise | Business | Enterprise | Git source control on Enterprise |
| Appsmith | Custom roles on Business | Business | Enterprise | SCIM on Enterprise; Git on every plan |
| Budibase | User groups on Business (cloud) | Enterprise | Premium (cloud), enforced on Business; included in free self-hosted | SCIM on Enterprise |
| UI Bakery | Built-in roles on Builder, RBAC on Team | Team | Enterprise | Air-gapped on Enterprise |
| Superblocks | Enterprise | Enterprise | Enterprise | Source control and secrets managers on Enterprise |
| Softr | Granular on Pro | Enterprise | Enterprise | SCIM on Enterprise |
| Power Apps | Managed Environments | Auditing in Managed Environments | Microsoft Entra ID sign-in | Data-loss policies |
If SSO is a must and you do not want an enterprise contract, look at Budibase (Premium in the cloud, or free when self-hosted). If audit logs are the must-have, UI Bakery Team and Appsmith Business are the cheapest routes.
AI App Generation: What to Check
All seven platforms now offer some form of AI building, but it is metered and scoped differently:
- Retool: the new builder's Chat tab generates a React app from a prompt. AI usage draws on monthly AI credits (250 on Free, 1,000 on Team, 3,000 on Business).
- Appsmith: AI copilots generate code inside the editor, and apps can connect to LLMs as a data source.
- Budibase: AI agents with tool calling and knowledge sources, using your own AI key. Cloud plans include AI credits (2K on Pro, 10K on Premium, 50K on Business).
- UI Bakery: an AI agent builds and deploys an app from chat. Paid plans include a dollar amount of AI credits ($25 on Builder, $40 on Team), and Enterprise self-hosting can use your own model key.
- Superblocks: the Clark agent is the main way to build. Teams includes 100 GAUs a month, with add-on packs.
- Softr: the AI builder drafts an app's interface, database and workflows. Monthly AI credits range from 5 on Free to 100 on Business.
- Power Apps: describe the app and get an app plan and blueprint, with AI help on screens and data models.
Three questions to ask during a trial:
- Can the AI see your real schema, or does it only work from the prompt? Generated apps that guess at column names cost you time.
- Can you keep editing by hand after the AI is done, in the same editor, without regenerating?
- What happens when credits run out? Find out whether the AI stops, or charges you more.
When the Users Are Outside Your Company
Some teams start with an internal tool and later want to open it to partners, contractors or customers. Pricing changes a lot when that happens:
- Retool Business includes the first 50 external users free, then charges $8 per user per month (annual) for 51 to 250, $6 for 251 to 500 and $4 above 500.
- Softr counts "client" users separately from team users: 5 on Basic, 50 on Pro and 100 on Business.
- UI Bakery Free includes unlimited public app users.
- Superblocks Enterprise adds embedded apps.
If an external portal is the main goal, Softr is built for it. If it is an extension of an internal tool, check the external-user line on your plan before you invite anyone.
Lock-in: How Hard Is It to Leave?
Internal tools tend to live for years, so think about the exit before you commit:
- Open-source editions (Appsmith Community, Budibase Open Source) mean you can keep running the platform yourself even if you stop paying.
- Self-hosting on Retool Enterprise or UI Bakery keeps your data and runtime inside your network, but you still need a license for the proprietary software.
- Built-in databases (Budibase, Softr Databases, Dataverse in Power Apps) are convenient, but your data then lives inside the platform. If you would rather keep the data portable, point the builder at your own database instead.
- Git version control (Appsmith on every plan, Retool and Superblocks on Enterprise) makes it easier to review changes and keep a history outside the vendor's editor.
Apps you build on one of these platforms do not move to another one. Plan on rebuilding if you switch, which is a good reason to keep important business logic in your own APIs and use the builder mainly for the interface.
A Simple Decision Guide
- Who builds the tools? Non-developers: Softr. Microsoft 365 admins and makers: Power Apps. Developers: keep going.
- Must it run on your servers? Need open source: Appsmith (Apache 2.0) or Budibase (GPLv3). Proprietary is fine: UI Bakery on any plan, or Retool on an Enterprise contract. Your own cloud account on an enterprise contract: Superblocks.
- How many people use the tools versus build them? Many users, few builders: UI Bakery or Superblocks. Few users: Retool Team is hard to beat on price.
- What does your security team require? Match the SSO and audit log tier from the table above, then price that tier, not the cheapest one.
- How much will you lean on AI generation? Superblocks is built around its AI agent. Retool, UI Bakery and Softr all generate apps from prompts. Check how each one meters AI usage (credits, GAUs) before you rely on it.
Then run a short pilot: build one real tool your team needs this month, on your real data, and give it to its real users. That tells you more than any comparison table.
Conclusion
Retool is still the most complete internal tool builder for engineering teams, and the right default when you will build many tools on production data. The alternatives win on specific needs: Appsmith and Budibase for open source and self-hosting, UI Bakery and Superblocks when many colleagues use what a few people build, Softr when the builder is not a developer, and Power Apps when your company already runs on Microsoft 365.
Start from the use case and the security tier you need, price that plan for your actual headcount, and pilot one real tool before committing.
