ThreadRecap vs TurboScribe
Both transcribe audio with AI. TurboScribe transcribes files. ThreadRecap transcribes conversations, keeping every voice note threaded exactly where it was sent.
Files vs Conversations
TurboScribe answers: "What does this audio file say?" Upload a recording, get a transcript back. It is fast, Whisper-based, handles files up to 10 hours, and its Unlimited plan really is unlimited.
ThreadRecap answers: "What happened in this WhatsApp conversation?" You upload the chat export ZIP once. Every voice note is transcribed automatically and stays threaded between the text messages around it, with sender and timestamp, and AI analysis, a record document, and follow-up chat are layered on top.
The difference shows up when a chat has dozens of voice notes. With a file transcriber, you export the chat, dig the .opus files out of the ZIP yourself, upload them (three per day on TurboScribe's free plan), and get back disconnected transcripts named like PTT-20260712-WA0031, with no sender, no order, and none of the text messages between them.
Feature Comparison
| Criteria | TurboScribe | ThreadRecap |
|---|---|---|
| Input | Individual audio/video files | WhatsApp export ZIP — chat and voice notes together |
| WhatsApp voice notes (.opus) | Supported — as files you extract and upload yourself | Transcribed in place, automatically |
| Conversation context | None — each file is a standalone transcript | Kept — transcripts threaded with sender and timestamp |
| Text messages | Not processed | Analyzed together with the voice notes |
| AI analysis | Per-file AI summaries on the Unlimited plan | Whole-conversation summary, timeline, dispute documentation |
| Record document | No | Yes — defensible record of the conversation |
| Follow-up questions | No | Yes — ask AI about the whole conversation |
| Long single recordings | Yes — up to 10 hours / 5 GB per file | No — built for chat-length voice notes |
| Subtitle export (SRT) | Yes | No |
| Free tier | 3 transcriptions per day, 30 minutes each | Free credits on signup; parse and preview before paying |
| Pricing | Unlimited plan from $10/mo billed yearly, $20 month-to-month (as of July 2026) | Pay per chat — credit packs from $2.20, no subscription |
When to Use Each
Choose TurboScribe when:
- You transcribe recordings regularly — an unlimited plan beats pay-per-job for constant volume
- You have long single recordings: lectures, interviews, podcasts, meetings
- You need subtitle files (SRT) or transcript translation
- You just need the words from a file, not an understanding of a conversation
Choose ThreadRecap when:
- Your audio is WhatsApp voice notes inside a conversation, not standalone recordings
- You want the export ZIP handled in one upload instead of extracting .opus files by hand
- You need the transcripts threaded with the text messages, in order, with senders
- You need analysis on top: summary, timeline, decisions, or dispute documentation
- You want a one-off price for a one-off job instead of a subscription
Conclusion
TurboScribe is a strong general-purpose transcriber, and for constant transcription volume its unlimited plan is hard to beat on price. But it transcribes files, not conversations. For a WhatsApp chat with heavy voice notes, ThreadRecap ingests the export ZIP directly, keeps every transcript threaded in context, and adds analysis and a record document — a 500-minute chat runs about 50 credits ($18 at list prices), all included.