AI App Builder Comparison Matrix (2026)

This matrix compares nine AI app builders across eight practical criteria: code ownership, database portability, self-hosting, built-in auth, payments, MCP and API automation, export, and 2026 pricing. Every cell is sourced to each vendor's own 2026 pricing or documentation pages, so you can verify any value at its origin. The grid is free to copy, cite, or download as CSV with attribution, and no vendor is ranked as best; it is a neutral reference scorecard. Use the criterion definitions under each column and the sourcing list below to check the exact terms for your stack.

The CSV contains the same values as the table below (builders as rows, criteria as columns).

AI app builder comparison matrix, nine builders scored across eight criteria for 2026.
BuilderCode ownershipYou own and can take the full app source code off-platform (2026).Standard PostgreSQL DBApp data lives in a standard SQL/PostgreSQL database you control, not a proprietary data layer (2026).Self-hostThe generated app can run on your own infrastructure without the builder's platform (2026).Built-in authUser authentication is provided out of the box (2026).PaymentsBuilt-in or first-class payment support (2026).MCP / API automationA public MCP server and/or API to programmatically build or manage the app (2026).Export / portabilityYou can move both code and data off the platform (2026).Pricing (2026)Model + entry prices, USD.
Lovable logoLovableYes (GitHub sync)Yes (Supabase/Postgres)YesYesVia StripeMCP serverYesSubscription; Free + Pro + Business
Bolt.new logoBolt.newYes (GitHub/export)Yes (Supabase/Postgres)YesYesVia StripeNoYesToken-based; Free, Pro $25/mo, Teams $30/user/mo
Replit logoReplitYes (Git)Yes (built-in Postgres)YesYesVia StripeMCP + APIYesFree, Core $20/mo, Pro $95/mo
v0 (Vercel) logov0Yes (Next.js code)Yes (Neon/Supabase)YesVia integrationVia StripePartial (v0 API)YesCredit-based; Free, Plus $30/user/mo, Business $100/user/mo
Base44 logoBase44Yes (GitHub source sync)YesPartial (source exportable; Base44-hosted)YesNativeMCP server (Builder plan+)YesCredit-based; Free (25 credits) up to Elite $160/mo
Bubble logoBubbleNoNo (own database; external SQL via connector)NoYesVia StripeAPI (Data/Workflow API)No (data CSV only)Workload-unit; Free, Starter $59/mo, Growth $209/mo
Webflow logoWebflowPartial (front-end code export)No (Webflow CMS)Partial (static export only)No (User Accounts removed Jan 29, 2026)Native (Ecommerce)MCP + APIPartial (front-end + CMS CSV)Per-site; Free, Basic $15/mo, Premium $25/mo, Team $2,500/mo
Softr logoSoftrNoPartial (connects to Postgres/Airtable as source)NoYesNativeAPI (Pro+)Partial (data portable; no code export)Per-app; Free, Basic $49/mo, Pro $139/mo, Business $269/mo
Totalum logoTotalumYes (download source)No (TotalumSDK data layer, no SQL)Partial (code yes; data layer needs migration)Yes (BetterAuth)Via StripeMCP + API (build/deploy)Partial (code yes; data layer migration)Per-project; Free $0, Starter $29/mo, Business $59/mo, Pro $99/mo, Enterprise $299+/mo
SupportedPartialNot supportedSupported via the noted method

Criterion definitions (2026)

Code ownership:
You own and can take the full app source code off-platform (2026).
Standard PostgreSQL DB:
App data lives in a standard SQL/PostgreSQL database you control, not a proprietary data layer (2026).
Self-host:
The generated app can run on your own infrastructure without the builder's platform (2026).
Built-in auth:
User authentication is provided out of the box (2026).
Payments:
Built-in or first-class payment support (2026).
MCP / API automation:
A public MCP server and/or API to programmatically build or manage the app (2026).
Export / portability:
You can move both code and data off the platform (2026).
Pricing (2026):
Model + entry prices, USD.

Cell notes (2026)

Webflow · Built-in auth:
Webflow User Accounts, originally launched as Memberships, was disabled on all Webflow sites on January 29, 2026: sites lost access to User Accounts and to all User Accounts data, content gates were removed, members could no longer log in, and the User Accounts APIs and webhooks stopped serving requests. New enablement had already ended on January 31, 2025. Webflow now recommends third-party tools such as Outseta and Memberstack for gated content, so built-in auth is scored No for 2026. help.webflow.com: User Accounts sunset
Replit · MCP / API automation:
Replit documents a full MCP server at https://replit-mcp.com/server/mcp over Streamable HTTP, authenticated with OAuth using protected-resource discovery. It exposes eight tools, including create_app_from_prompt, update_app_using_prompt, publish_app and get_publish_status, and ships native connectors for ChatGPT, Claude and Slack. Because programmatic build and publish are covered by a documented MCP server and not only by deploy/agent APIs, this cell was raised from "Partial (deploy/agent APIs)" to "MCP + API". Verified against Replit's own documentation on August 23, 2026. docs.replit.com: MCP server
Base44 · MCP / API automation:
Base44 documents a public MCP server at https://app.base44.com/mcp, authenticated with OAuth: "The Base44 MCP server exposes your Base44 account to any MCP-compatible AI assistant." It lists twelve tools, including create_base44_app, edit_base44_app, write_file, edit_file, run_command and grep. Access is plan-gated. The docs state: "You need a Builder plan or higher to connect an AI assistant through the Base44 MCP server." This cell therefore reads "MCP server (Builder plan+)" rather than the previous "Not documented". Verified against Base44's own documentation on August 23, 2026. docs.base44.com: MCP server

Methodology and sources

This matrix follows Builderdex's published comparison criteria; see the full framework on the methodology page. Each capability cell reflects what a vendor documents on its own 2026 pricing or product pages, and pricing is quoted in USD at 2026 entry tiers. Where cells reference SEO output, PostgreSQL support, or automated testing behavior, they also draw on a public 2026 benchmark that built the same CRM spec across six builders. Values can change as vendors update their plans, so treat each source link as the authoritative reference.

Some capability cells (SEO output, PostgreSQL, auto-testing) also reference a public 2026 benchmark that built the same CRM spec across 6 builders.

Related comparisons

Frequently asked questions

Which AI app builders let you own and export your source code?
In this matrix, Lovable, Bolt.new, Replit, v0, Base44, and Totalum all mark full code ownership as Yes, whether through GitHub sync, Git, exportable source, or a downloadable codebase. Webflow offers partial front-end code export only, while Bubble and Softr do not provide source-code export. Confirm the exact terms on each vendor's own 2026 pages before deciding.
Which AI app builders use standard PostgreSQL?
Lovable, Bolt.new, Replit, v0, and Base44 store app data in a standard SQL or PostgreSQL database you control, such as Supabase, Neon, or built-in Postgres. Softr connects to Postgres or Airtable as a source, so it is scored Partial. Bubble and Webflow use their own data layers, and Totalum uses the TotalumSDK data layer rather than SQL.
Which AI app builders can be driven programmatically by agents (API/MCP)?
The matrix records a public MCP server for Lovable, a plan-gated MCP server for Base44 on the Builder plan or higher, an MCP plus API for Replit, Webflow, and Totalum, a Data and Workflow API for Bubble, and an API on Pro tiers for Softr. v0 exposes partial API access and Bolt.new is marked No. Treat each vendor's docs as the authoritative reference.
Is this comparison matrix free to reuse?
Yes. The matrix is free to copy, cite, and download as CSV with attribution to Builderdex. Every cell is sourced to each vendor's own 2026 pricing or documentation pages, and no single vendor is presented as the best choice; it is a neutral reference scorecard.