Describe your project's constraints
Logic complexity, customization needs, timeline pressure, technical skill available, and budget tier.
BUILD APPROACH DECISION
No-Code or AI?
Answer a few questions about your project and get a calculated recommendation across no-code, low-code, AI-assisted coding, and traditional development.
- Uses your inputs in a transparent calculation
- Instant result with practical next steps
- No signup required
Planning guidance only. Validate important decisions with customer evidence and your delivery team.
YOUR INPUTS
Build your result
Complete every field. The result updates only when you choose Calculate.
How it works
We score four build approaches
No-code, low-code, AI-assisted coding, and traditional development each earn weighted points from your answers.
Get the highest-scoring recommendation
The winning approach and its confidence margin are shown, along with all four category scores for comparison.
Continue learning: Hidden risks of building an MVP entirely with AI · Lovable vs. Cursor
Frequently asked questions
Does this tool build or migrate anything for me?
No. This is purely a decision-support calculator based on what you enter — it doesn't scan any real project, code, or account, and it doesn't perform any build or migration.
What if two approaches score close together?
A small margin between the top two categories means either approach is reasonable — check the details breakdown and weigh the factor that matters most to you (e.g. timeline vs. customization).
Can the recommendation change if my answers change?
Yes — re-run the calculator any time your logic complexity, budget, timeline, or team skill changes. These decisions are rarely permanent.
Is 'AI-assisted coding' the same as 'no-code'?
No. AI-assisted coding still produces real code that a developer reviews and maintains, while no-code platforms use visual builders with no code output. They're scored as distinct categories.
How We Compare
| Feature | MVPHub | Lovable | Bubble |
|---|---|---|---|
| Weighted decision matrix across 4 approaches | Included | Not included | Not included |
| Transparent, editable scoring breakdown | Included | Not included | Not included |
| Actual app-building environment | Not included | Included | Included |
| Hosting and deployment included | Not included | Included | Included |
Lovable and Bubble are actual build platforms for AI-assisted or no-code apps. MVPHub's tool helps you decide which category of approach fits your project before you commit to one.
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