The test log
Every test. Every verdict.
The complete log — run with the published methodology, on real workflows, with real spend. Verdicts are earned, never sponsored.
How to Spot an Overpriced AI Video Tool: The Cost-Usability Framework (2026)
OpusClip vs Submagic: Which AI Short-Form Tool Should You Use? (Tested)
OpusClip finds and ranks the clips hiding in your long videos. Submagic captions and polishes the clips you already have. Different jobs — and the pro move is running both.
Submagic Review: AI Captions & Shorts Editing in 30 Seconds (Tested)
We ran our own promo through Submagic: AI captions in about 32 seconds and genuinely easy editing — but it is entertainment-first. Great for TikTok-style clips, not serious branded work.
Best AI Voice 2026: ElevenLabs vs Cartesia vs Fish Audio vs Hume vs Deepgram (Tested)
Five AI voice tools, one script, normalized credit burn. A quick-pick table, live audio of all five, and a verdict that routes by the job — not by the brand name.
ElevenLabs Review (2026): Still the AI Voice Benchmark — But Value Depends on How You Use It
We ran the same script through ElevenLabs, Cartesia, Fish Audio, Hume and Deepgram. The quality gap is smaller than the price gap — the real split is purpose and budget. Includes a live A/B you can hear.