A spreadsheet can describe a business process without providing a safe application for everyone who participates. Staff may need a focused form, customers may need a restricted portal, and managers may need approval actions rather than access to the entire underlying table. No-code and AI-assisted application builders address that gap, but their data and permission models differ substantially.
Airtable, Softr, Glide, Bubble, and AppSheet offer different routes from records to usable software. Airtable starts from structured collaborative data. Softr assembles operational tools and portals. Glide’s current offering introduces an important split between GlideOS and Glide Classic. Bubble combines visual application logic with a hosted backend. AppSheet connects operational apps to data sources and Google Workspace environments.
Decide who can change which records
This category concerns applications with data, signed-in users, and business actions. A public marketing site is a different decision, covered in our website builder comparison. Connecting two existing systems is another task, covered in our workflow automation comparison.
Define the record model before drawing screens. A request may have an owner, a customer, attachments, and an approval state. Decide which roles can read or change each part. Hiding a button is not sufficient if unauthorized records are still delivered to the browser. Data validation and recovery matter even when the interface was created without conventional coding.
The quick difference
| Product | Best fit | Main strength | Watch for |
|---|---|---|---|
| Airtable | Teams building around shared structured records | Connected data, views, interfaces, and automation | Billable collaborators and capacity limits |
| Softr | Portals and focused operational tools | App assembly with data and access configuration | Builder, app-user, connector, and action allowances |
| Glide | AI-assisted internal application building | Current GlideOS workflow for business apps | GlideOS and Classic are separate products |
| Bubble | Custom visual application behavior | Design, data, and workflows in one platform | Privacy rules, workload, and platform dependence |
| AppSheet | Data-connected operational and field apps | Forms, mobile workflows, and Workspace alignment | User licensing and plan-specific controls |
Airtable
Airtable combines structured records with relationships, views, interfaces, and automations. Its platform can serve teams whose process revolves around a shared operational dataset. An interface can present a focused slice of work while the underlying base maintains connections between records.
The strength is keeping a collaborative data model close to the people maintaining it. The tradeoff is governing that model as the app grows. Field changes, automations, and interface permissions need ownership; an initially simple base can become a dependency for several teams. Evaluate guest and portal requirements separately from ordinary internal collaboration.
The current pricing FAQ lists Team at USD 20 per user per month billed annually and Business at USD 45 on annual billing. It explains billable editing access and exempts specified read-only collaboration, forms, and shared links. Record, attachment, automation, and API limits still apply. Airtable fits teams whose central requirement is shared structured work, provided they price actual collaborator permissions and the capacity their process consumes.
Softr
Softr offers portals and internal tools using native databases and external data sources, with pages, blocks, actions, and workflow capabilities. Its product material describes user groups and global data restrictions. This suits a team that wants to present controlled tasks to employees or customers without exposing the whole source dataset.
The strength is combining application assembly with data and access configuration. The tradeoff is verifying the selected connector and permission depth on the actual plan. A visually restricted page should be evaluated with another user’s account and direct record access, not only in the builder’s preview.
Current plans distinguish builders from app users and further describe team and client user populations. The same email can be counted across published apps according to the documented rule, while records and workflow actions have their own allowances. Unlimited apps therefore does not mean unlimited usage. Confirm monthly versus annual amounts and any extra-user charges. Softr fits focused operational portals when the required access rules and data sources are available at an acceptable tier.
Glide
Glide requires unusually careful product identification. Its current product and pricing pages describe GlideOS as an AI software development platform for internal business applications. They explicitly say it is separate from the original Glide platform, now called Glide Classic, with a separate subscription and account.
That makes the current offering relevant for teams creating software from business context such as spreadsheets, files, or prompts, while changing the evaluation from a conventional visual builder alone. Existing Classic apps continue separately. The published FAQ says the products cannot currently share data and provides no seamless migration tool between them. Do not apply old Classic plan summaries to GlideOS.
GlideOS pricing uses credits associated with AI-assisted work and distinguishes team membership, published apps, workflows, and integrations. Free permits exploration but the displayed comparison has no published apps; paid tiers introduce publication allowances. The product page explains the app-building approach, while the pricing page defines those entitlements. Glide fits teams open to the current AI-assisted model, provided they evaluate generated behavior and confirm which product they are actually buying.
Bubble
Bubble combines a visual editor, data, workflows, and hosted application operation. Its current FAQ describes both AI-assisted creation and direct visual editing of design, logic, and privacy rules. This offers more room for custom application behavior than simply placing an interface over a spreadsheet.
The strength is integrating the application layers. The limitation is that greater flexibility brings more design responsibility. Bubble’s documentation explains server-side privacy rules, including separate considerations for private files. A screen that hides another customer’s record is not sufficient evidence that the underlying data is protected.
The pricing comparison distinguishes web, mobile, and combined plans, with workload units representing backend resource consumption. Free is for development; live publication requires an appropriate paid plan. Compare the selected platform scope, billing term, included workload, overages, storage, and editors. Data export is distinct from migrating the complete running application. Bubble suits teams seeking custom visual logic and willing to own permissions, workload behavior, and dependence on the hosted platform.
AppSheet
AppSheet builds data-connected applications with forms, tables, charts, and automation. Its official pricing comparison includes offline operation with background synchronization, while richer data connections and governance depend on the tier. This can be useful for field data collection or operational processes already supported by Google Workspace.
The strength is translating existing data into an application for people doing a specific job. The tradeoff is managing synchronization and user access deliberately. Evaluate an offline change followed by a conflicting online edit, and confirm how the intended data source behaves rather than assuming every connector has identical capabilities.
The page lists Starter at USD 5, Core at USD 10, and Enterprise Plus at USD 20 per user per month. Eligible Workspace subscriptions include Core for specified organizational use; verify the actual entitlement and external-user arrangements. Free prototyping with test users is not an unrestricted production license. Public Publisher Pro apps omit sign-in and security filters, so they are a different choice from a private business app. AppSheet fits data-oriented teams with clear licensing and access requirements.
Compare a complete business process
Build an exception. Start with a request that is rejected, corrected, reassigned, and finally approved. Check who sees each state and whether automations send duplicate actions. A happy-path form submission does not reveal whether the workflow remains understandable after a mistake.
Separate interface control from data control. Evaluate access with an ordinary account and a different customer’s account. Review records, attachments, exports, and API behavior where applicable. Document the source of truth when data is copied or synchronized between systems.
Price adoption and change. Count builders, internal users, external users, records, actions, workload, and AI credits using each product’s definitions. Include the person who maintains the application after its original creator leaves. Annual subscriptions and consumption allowances should appear as separate assumptions in the comparison.
A practical evaluation checklist
- Model records, relationships, validation, and approval states.
- Verify server-enforced access for rows and attachments.
- Check offline behavior and synchronization conflicts where relevant.
- Inspect automation retries, duplicate prevention, and failure visibility.
- Confirm subscription scope, capacity limits, and publication rights.
- Demonstrate data export and document the application’s future owner.
Choose around data and ownership
Airtable suits collaborative structured records. Softr fits focused portals and operational interfaces. Glide’s current GlideOS offering merits evaluation for AI-assisted internal apps, with Classic treated separately. Bubble offers deeper visual application logic. AppSheet fits data-connected operational workflows. Choose the platform that makes both everyday tasks and exceptional cases maintainable for the people responsible.
References
Official product, documentation, and plan material reviewed on October 17, 2026. This is a documentation-based comparison, without hands-on performance or security testing. Confirm the selected billing period, currency, taxes, and account-specific terms before purchase.
- Airtable platform
- Airtable pricing and collaborator rules
- Softr platform
- Softr pricing and usage allowances
- Glide product overview
- GlideOS pricing and Classic distinction
- AppSheet product overview
- AppSheet pricing and licensing
- Bubble product FAQ
- Bubble pricing by platform scope
- Bubble server-side privacy rules
- GlideOS product and Classic distinction
