LearningFlow LearningFlow vs Lovable
Lovable turns a prompt into a working web application, with a Postgres database, sign-in, storage and hosting on a lovable.app address or your own domain. It builds a project as one app over one database. A LearningFlow solution can hold several apps over one shared database, and each app gets its own read, write and delete rights on named tables.
App builders · Sources last read 13 September 2026
Choose Lovable if
Choose Lovable when the deliverable is a real web application you intend to own, host and keep running.
- A computer science department shipping a placement tracker it will run for years.
- You want the codebase as a .zip, synced to GitHub, self-hosted on your own AWS account.
- IT is the buyer and SOC 2 Type II, ISO 27001 and SAML sign-in are on the checklist.
Choose LearningFlow if
Choose LearningFlow when the app is one part of a lesson, next to the rubric, the video and the assignment pupils hand back.
- A parent consent form and a staff console reading the same records on different rights.
- The same afternoon needs a marking rubric, a narrated MP4 and an assignment that comes back.
- Year 7 pupils need their own accounts and a join code, not workspace memberships.
Where the two are built differently.
One app, one database.
One app means one door. Whatever the form is allowed to do, it is allowed to do everywhere. Stopping a parent from reading the other thirty replies is a rule you write inside the app, and have to keep writing correctly.
Several apps, one base, a contract each.
Each app holds its own contract: which tables, which columns, which rows, and which of read, insert, update and delete. The reminder never sees a medical note. Suspend one app and the other two keep running.
What each one does.
Written from each product's own documentation. Where something is true only on a higher tier, the row says so.
| Lovable | LearningFlow | |
|---|---|---|
| Choosing the model | There is no model picker for Plan or Build mode. Lovable manages the models its agent runs on and upgrades them for everyone, and inside a deployed app you can pick Google and OpenAI models. | Flow Designer reaches Claude, OpenAI, Gemini, Grok and DeepSeek among others, and the only gate is a per-organisation admin override. |
| Files it hands back | Paid plans download the project as a .zip of Vite and React source, plus individual files and a Git repository. | Work with AI returns a real .xlsx with working formulas, a .pptx, a .docx, an .mp4, an .mp3 or a .png. |
| Learner accounts | There is no learner account type, no roster and no assignments, and the terms set the minimum age at 18, or younger with a parent or guardian's permission. | Students are a first-class user type with their own accounts, join codes and assignments. |
| Switching one feature off for one person | Controls are five workspace roles, three project roles, workspace-wide toggles and provisioning settings, with per-member credit limits as the individual lever. | Seven capabilities switch per member: org-library, chat, flow-creator, assignment-creator, solution-designer, base and work-with-ai. |
| Taking the code elsewhere | Download the whole codebase, sync it two ways to GitHub, GitLab or Bitbucket, and self-host on AWS or GCP with a Supabase backend. | An app runs at its own LearningFlow address with its own sign-in, and LearningFlow hosts it rather than handing you the source. |
| Calling it from your own software | The public API is a Build with URL link that opens a prefilled prompt someone still has to send, plus an MCP server in research preview for managing projects. | POST /task/:taskId with an x-api-key, optional SSE streaming, per-key credit top-up and usage reporting. |
| Reporting to a learning record store | Nothing in the documentation ingests or emits learning records; what is on offer is product and usage analytics. | xAPI package ingest, a self-hosted SQL LRS, or point the organisation at its own LRS. |
| Work that runs on a timer | Lovable Cloud gives a deployed app edge functions and scheduled jobs alongside its database and storage. | Published apps take signed webhooks and cron schedules, and every flow has an address your own software can call. |
The account holds the work.
Someone has to ask her to hand it over, or it goes with her.
The work was made on a personal login, so recovering it is a favour rather than a setting. Schools discover this in August, when the person who built the scheme of work no longer answers email.
The organisation holds the work.
Ms Okafor's key is revoked. The work has not moved.
People hold keys, not possessions. Removing someone removes their key. Whoever teaches 6C next September opens the same library and the same base, on their first morning, without asking anyone for a copy.
What comes with it here.
A narrated whiteboard video
One sentence becomes a narrated MP4 in marker, sticker or slides style, at 16:9, 9:16 or 1:1. Subtitles can be off, a separate .srt file, or burned in, and a scene you correct is the only one redrawn.
59 tools ready on day one
The public gallery holds lesson plans, marking rubrics, quizzes, worksheets, report comments, text levelling and YouTube questions before anyone builds anything.
Apps that never hold an API key
A published app can send Gmail or WhatsApp, parse a document, transcribe speech or score pronunciation, with the credentials injected server-side.
Three wallets, not one
Personal, organisation and enterprise credit pools are separate, so a teacher's free monthly grant never quietly funds the school's work.
Where Lovable is the better choice
If the thing you need is one internal tool and nothing around it, Lovable is the shorter road. A campus innovation lab building a placement tracker gets a Postgres database with row-level security policies, sign-in, file storage and a custom domain in an afternoon, and nobody has to set up a server to get there. Paid plans download the entire codebase as a .zip, sync it to GitHub and self-host it on AWS, so nothing built there is stranded. The compliance file is already in place too: SOC 2 Type II, ISO 27001:2022 and a GDPR DPA, with SAML sign-in on Business plans and SCIM provisioning on Enterprise.
The whole stack against Lovable.
The table above compares the two at the job they share. This one runs every capability past both, because what a school is choosing between is usually a tool that does one job and a workspace that does many. Hover any mark to see what it means, and a partial one to see exactly what is limited.
| LearningFlow | Lovable | |
|---|---|---|
| Ask and read | ||
| Chat with AI | ||
| Research the web and write it up | ||
| Read text off an image or a scan | ||
| Agent browses the live web | ||
| Make | ||
| PowerPoint deck | ||
| Spreadsheet with working formulas | ||
| Word document | ||
| Image generation | ||
| Video generation | ||
| Narrated whiteboard video, corrected scene by scene | ||
| Voice-over | ||
| Song generation | ||
| Interactive web page | ||
| Edit what it made, online | ||
| Slide and design templates | ||
| Presenter on camera, from a photo you supply | ||
| Teach | ||
| Ready-made teacher tools | ||
| Build your own tool, no code | ||
| Lesson that branches on the answer | ||
| Hears them read aloud, checks pronunciation | ||
| Assign to a class with a join code | ||
| Assignments and submissions | ||
| Student accounts | ||
| LTI link from your LMS | ||
| Learning records to your own LRS | ||
| SCORM 1.2 package out | ||
| Build | ||
| Working app | ||
| Full working platform templates | ||
| Several apps over one database, rights each | ||
| App sends email or WhatsApp | ||
| App runs on a schedule | ||
| App accepts webhooks | ||
| Generate real-time apps | ||
| Generate AI-driven apps | ||
| Shared database | ||
| Revoke one app's access, not the others | ||
| Run | ||
| Run any tool from your own software | ||
| Choose the AI model, on every plan | ||
| Switch a feature off per group | ||
| Organisation keeps the work when staff leave | ||
| We do not do this | ||
| Transcribe a video or audio file | ||
| Custom domain for a published app | ||
Before they decide.
Can we move an app we built in Lovable into LearningFlow?
Not as code. A Lovable project is a Vite and React codebase on a Supabase database, and LearningFlow has no importer for it, so you would describe the app again in Solution Designer and let it rebuild. Running both is a reasonable outcome. The Lovable app keeps serving on its own domain, while the LearningFlow solution takes the parts that need student accounts, credits and one set of permissions per app over a shared database.
Can students use Lovable?
The terms set the minimum age at 18, and a pupil under 18 needs a parent or guardian's permission. Even then there is no learner account type, no class, no roster and no assignments, so a Year 10 group cannot be enrolled. What exists is a commercial discount: 50% off Pro with 100 credits a month for up to 12 months, for verified students and teachers.
What happens when the credits run out?
In Lovable, building stops with a blocking dialog, backend services pause and AI features inside deployed apps fail, though the published site keeps serving and the data stays safe. Credits keep being drawn after launch for database, storage and compute. In LearningFlow there is no subscription to hold, and the organisation wallet is topped up separately from any teacher's personal grant.
Can we choose which model does the work?
Not for building in Lovable. It publicly argues against a model picker and routes parts of each build to models chosen by its own control plane, and no plan, including Enterprise, changes that. Inside an app you have deployed you can pick Google and OpenAI models through the built-in connector. In LearningFlow, Flow Designer reaches Claude, OpenAI, Gemini, Grok and DeepSeek among others, and no plan gates the list.
What does it cost to start?
Lovable Free gives 5 build credits a day capped at 30 a month, with a read-only code editor and no codebase download. Pro is $25 a month for 100 credits, or $250 a year. Business starts at $50 a month for 100 credits, and both scale by bundle to $2,250 and $4,300 a month for 10,000 credits. There is no seat charge at any tier, so the bill follows use rather than headcount, and an admin can cap each member's credits for the month.
Where this came from. Read on 13 September 2026. Lovable changes its product and its prices without telling us, so check anything that decides a purchase.
Try it on your own work.
Teachers get credits every month, free. No card, no seat count.