Select your deployment constraints
Choose which of one-click deploy, custom infrastructure, CI/CD pipeline, and custom domain control matter for your project.
CURSOR / GITHUB COPILOT / REPLIT / LOVABLE COMPARISONS
Deploy Bench
Select your deployment constraints — one-click deploy, custom infrastructure, CI/CD pipeline, custom domain — and get a scored comparison of AI development platform categories on how easily they get a generated app into production for you.
- Scored against your actual deployment constraints
- Reasoning shown per constraint
- All answers stay in your browser
Which deployment constraints apply? (select any)
Select your constraints and click Score deploy fit to see which AI platform category makes deployment easiest for you.
Best fit for your constraints
How it works
We score three platform categories
An integrated builder with built-in hosting, an agentic IDE producing a standard codebase, and an inline copilot are each scored 0-10 per selected constraint using a transparent rules table.
Get a ranked fit with reasoning
The best-fit category is shown first, with a full breakdown of why each category scored the way it did on your selected constraints.
Continue learning: AI coding tool limitations compared · Which AI coding tool is best for MVP development?
Frequently asked questions
Why does an integrated builder score lower for custom infrastructure?
Platforms with built-in one-click hosting generally optimize for their own infrastructure; exporting a generated app to run entirely on your own cloud account or VPC is commonly more limited than with a standard codebase you deploy yourself.
Does this name exact deployment features of Cursor, Replit, or Lovable?
It compares general categories of AI development platform (integrated builders, agentic IDEs, inline copilots) using defensible, general characteristics rather than exact current feature claims for any single named product, since deployment features change often.
What if I want fast time-to-live but might migrate off the platform later?
Check "one-click deploy" for the fast path now, and see the Portable Build tool separately if long-term portability off the original platform is also a concern.
Is this the same as Build Budget AI?
No — Build Budget AI checks whether a project fits within a platform's usage limits. Deploy Bench is specifically about how easily a generated app gets into production.
How We Compare
| Feature | MVPHub | Vendor deployment docs | Manual trial across platforms |
|---|---|---|---|
| Scored against your actual deployment constraints | Included | Not included | Limited |
| Separate reasoning per constraint | Included | Not included | Not included |
| No fabricated exact feature claims | Included | Limited | Included |
| Reflects real deploy experience for your project | Not included | Not included | Included |
Vendor docs describe deployment features in isolation, without connecting them to your specific constraints; a manual trial gives a real result but costs setup time. MVPHub scores platform categories against your selected constraints instantly, as a starting point before a manual trial.
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