Real ChatGPT answer · index seedLw1C74qOVe0completeEntertainment and media · podcastscomparison

Which is better for transcribing old cassette tape interviews, OpenAI Whisper or Sonix AI?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which is better for transcribing old cassette tape interviews, OpenAI Whisper or Sonix AI?
2 real searches · 1 real-search pass
OpenAI Whisper official transcription capabilities supported languages timestamps diarization API 2026Google ↗
OBSERVEDOther / navigational
Sonix AI official transcription features speaker identification timestamps editor audio transcription pricing 2026Google ↗
OBSERVEDOther / navigational

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
OpenAI Whisper official transcription capabilities supported languages timestamps diarization API 2026 Google ↗
Sonix AI official transcription features speaker identification timestamps editor audio transcription pricing 2026 Google ↗
  1. File transcription · developers.openai.com
  2. Transcription · developers.openai.com
  3. FAQ - Frequently Asked Questions About Sonix Transcription · sonix.ai
  4. How does Sonix Pricing Work · help.sonix.ai
  5. Audio API FAQ · help.openai.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
OpenAI Whisper official transcription capabilities supported languages timestamps diarization API 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Sonix AI official transcription features speaker identification timestamps editor audio transcription pricing 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1