Startup & SaaS
ICE Score Calculator
A faster, lighter-weight alternative to RICE — useful when you need to rank a long list quickly rather than model it precisely.
FreeNo sign-upRuns in your browser
- ICE score (avg)
- 6
Some teams multiply rather than average the three factors — pick one convention and use it consistently across your backlog.
How it works
- 1Score impact, confidence and ease from 1–10
- 2See the ICE score
- 3Rank your backlog by score
Who this is for
- Prioritising a growth experiment backlog
- Fast triage of a long feature request list
- Running a quick team prioritisation exercise
More tools
More in Startup & SaaS
RICE Score Calculator
Scores product initiatives on Reach, Impact, Confidence and Effort for prioritisation.
Startup & SaaS
CAC Calculator
Calculates Customer Acquisition Cost from sales and marketing spend.
Startup & SaaS
LTV Calculator
Calculates Customer Lifetime Value from average revenue, margin and churn.
Startup & SaaS
LTV:CAC Ratio Calculator
Calculates the LTV:CAC ratio and flags whether it's in a healthy range.
Startup & SaaS
CAC Payback Period Calculator
Calculates months required to recover customer acquisition cost from gross profit.
Startup & SaaS
MRR Calculator
Builds Monthly Recurring Revenue from new, expansion, contraction and churned components.
Startup & SaaS