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Rating Methodology

Five lenses. One honest score.

We don't grade on hype. Every tool is scored across five dimensions, weighted by what actually matters to an operator running a real business.

01
Ease of Use
How fast a new user gets value.
02
Value for Money
Capability per dollar, honestly weighed.
03
Speed
Real-world latency, not marketing benchmarks.
04
Accuracy
How often the output is correct first time.
05
ROI
Time and money returned within 30 days of adoption.
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