Enter your team and subscription numbers
Team size, monthly subscription cost per seat, estimated productivity gain percentage, and average developer annual salary.
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Enter your team size, per-seat subscription cost, estimated productivity gain, and average developer salary — see whether an org-wide AI coding rollout pays for itself, recalculated live as you type.
Results update automatically as you change any value.
Team size, monthly subscription cost per seat, estimated productivity gain percentage, and average developer annual salary.
Annual value unlocked = average salary × productivity gain % × team size, compared against annual subscription cost (cost per seat × 12 × team size).
See the net annual gain across the whole org, the ROI multiple and percent, and the minimum productivity gain % that would make the rollout pay for itself.
Continue learning: AI coding tool limitations compared · Which AI coding tool is best for MVP development?
Ideally from a pilot with a subset of your team — track completed tickets, cycle time, or self-reported hours saved over a few weeks. A conservative estimate (5–15%) is safer than an optimistic vendor-quoted number for a budget decision this size.
For an org-wide rollout, salary is the actual cost the organization is already paying for developer time — using it as the basis for value unlocked ties the calculation to real budget dollars rather than an external billing rate.
It is the minimum productivity gain percentage, at your entered cost and salary, that would make the subscription pay for itself. If your actual or estimated gain is well above this number, the case for rollout is stronger.
No — it assumes steady-state usage at the entered gain percentage. For a new rollout, consider running the numbers again with a lower gain percentage for the first quarter to be conservative.
No. This calculator turns your estimates into a clear ROI picture, but a short pilot with real usage data will give you a far more defensible number before committing to an organization-wide budget line.
| Feature | MVPHub | Generic ROI/spreadsheet templates | Vendor-provided ROI calculators |
|---|---|---|---|
| Recalculates live as you adjust inputs | Included | Limited | Included |
| Shows the breakeven productivity gain needed | Included | Not included | Not included |
| Built for org-wide rollout budget decisions | Included | Not included | Limited |
| Vendor-neutral (not selling a specific tool) | Included | Included | Not included |
Generic spreadsheet templates need manual setup, and vendor ROI calculators are built to favor that vendor's own pricing. MVPHub gives engineering managers a vendor-neutral, transparent calculator built specifically for org-wide subscription decisions.
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