Independent testing

We run the tools, then publish the numbers

Side-by-side comparisons and cost calculators for AI tools. Every verdict comes from a test we ran ourselves, on the same task, with the method written out in full.

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Recent comparisons

Method

How we test

01

Same task, every tool

Each tool in a comparison gets the identical prompt or workload. No retries, no cherry-picked output.

02

Paid accounts, real usage

We pay for the plans we review and use them long enough to hit the limits that matter.

03

The numbers are published

Costs, timings and failure rates go in the article, alongside a calculator you can run on your own volume.