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Compare models

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
  3. Claude Sonnet 5.5AnthropicRemove
transcribe-1-pro vs o4-mini-deep-research vs claude-sonnet-5.5
AttributeTranscribe 1 Protranscribe-1-proo4 Mini Deep Researcho4-mini-deep-researchClaude Sonnet 5.5claude-sonnet-5.5
Pricing
Input$0 / 1M$2.00 / 1M$2.00 / 1M
Output$0 / 1M$8.00 / 1M$10.00 / 1M
Cache Write (5m)Not applicable$2.00 / 1M$2.50 / 1M
Cache Write (1h)Not applicable$2.00 / 1M$4.00 / 1M
Cache ReadNot applicable$2.00 / 1M$0.20 / 1M
Web Search$0 / 1M$0 / 1M$0 / 1M
Context
Max contextN/A200K1M
Max outputN/AN/AN/A
Capabilities
VisionNoYesYes
Function CallingNoYesYes
JSON ModeNoYesYes
StreamingNoYesYes
Catalogue
ProviderFish AudioOpenAIAnthropic
Categoryvoicechatchat
Charge typePay As You GoPay 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.Claude Sonnet 5.5 is Anthropic's Sonnet-class model for well-scoped everyday work, serving as a direct upgrade to Sonnet 5. It excels at feature development, bug fixing, and creating polished documents, presentations, and spreadsheets, while offering clearer writing and communication than its predecessor.