Channel benchmarks

Paid Media Benchmarks for Developer Tools, Q3 2026

Quarterly CAC, CPM and engagement data for technical products.

Q3 2026 CAC, CPM and engagement ranges for developer tools across Meta, LinkedIn, Google, Reddit and YouTube. Anonymized from network spend.

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Network Notes

One email a fortnight: a benchmark, a teardown, and one rate we paid that week.