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Put up to 4 models beside each other — token prices, context windows, capabilities and provider, from the same catalogue the model pages read.

  1. Transcribe 1 ProFish AudioRemove
  2. o4 Mini Deep ResearchOpenAIRemove
transcribe-1-pro vs o4-mini-deep-research
AttributeTranscribe 1 Protranscribe-1-proo4 Mini Deep Researcho4-mini-deep-research
Pricing
Input$0 / 1M$2.00 / 1M
Output$0 / 1M$8.00 / 1M
Cache Write (5m)Not applicable$2.00 / 1M
Cache Write (1h)Not applicable$2.00 / 1M
Cache ReadNot applicable$2.00 / 1M
Web Search$0 / 1M$0 / 1M
Context
Max contextN/A200K
Max outputN/AN/A
Capabilities
VisionNoYes
Function CallingNoYes
JSON ModeNoYes
StreamingNoYes
Catalogue
ProviderFish AudioOpenAI
Categoryvoicechat
Charge typePay As You GoPay As You Go
Released2026-09-24—
Description
SummaryFish Audio Transcribe 1 Pro speech-to-text with speaker labels; transcripts include speaker tags such as <|speaker:0|>. Billed per second of audio.o4-mini-deep-research is a faster, lower-cost version of OpenAI's deep-research model, designed for complex, multi-step investigations. It automatically relies on web_search for information gathering, which always adds extra usage cost.