Instagram Reel Transcripts in 5 Lines — and Word-Level Timestamps Are Free

If you've ever priced Instagram transcription at scale, you already know the trap: per-video pricing on the SaaS tier, plus an upcharge for word-level timestamps. Run the math on 500 reels and you'll close the tab. I'm not going to talk you out of building your own pipeline. I'm just going to show you the five lines I run when I don't want to. The trap: per-URL pricing on transcript metadata Most Instagram transcription APIs in 2026 charge: A base rate per processed video. Sometimes a separate r